fixes save

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# Building a Deterministic Verdict Engine
> **Status:** PLANNED — Implementation in progress
> **Date:** 2025-12-25
> **Updated:** 2025-12-26
> **Related Sprints:** [`SPRINT_20251226_007_BE_determinism_gaps.md`](../implplan/SPRINT_20251226_007_BE_determinism_gaps.md)
> **Merged Advisories:** [`25-Dec-2025 - Enforcing Canonical JSON for Stable Verdicts.md`](./25-Dec-2025%20-%20Enforcing%20Canonical%20JSON%20for%20Stable%20Verdicts.md) (SUPERSEDED)
---
## Implementation Status
| Component | Status | Location |
|-----------|--------|----------|
| Canonical JSON (JCS) | COMPLETE | `StellaOps.Canonical.Json` |
| NFC String Normalization | COMPLETE | `StellaOps.Resolver.NfcStringNormalizer` |
| Content-Addressed IDs | COMPLETE | `Attestor.ProofChain/Identifiers/` |
| DSSE Signing | COMPLETE | `Signer/`, `Attestor/` |
| Delta Verdict | COMPLETE | `Policy/Deltas/DeltaVerdict.cs` |
| Merkle Trees | COMPLETE | `ProofChain/Merkle/` |
| Determinism Guards | COMPLETE | `Policy.Engine/DeterminismGuard/` |
| Replay Manifest | COMPLETE | `StellaOps.Replay.Core` |
| Feed Snapshot Coordinator | TODO | SPRINT_20251226_007 DET-GAP-01..04 |
| Keyless Signing | TODO | SPRINT_20251226_001 |
| Cross-Platform Testing | TODO | SPRINT_20251226_007 DET-GAP-11..13 |
**Overall Progress:** ~85% complete
---
## Advisory Content
Here's a tight, practical blueprint for evolving Stella Ops's policy engine into a **fully deterministic verdict engine**—so the *same SBOM + VEX + reachability subgraph ⇒ the exact same, replayable verdict* every time, with auditorgrade trails and signed "delta verdicts."
## Why this matters (quick)
* **Reproducibility:** auditors can replay any scan and get identical results.
* **Trust & scale:** crossagent consensus via contentaddressed inputs and signed outputs.
* **Operational clarity:** diffs between builds become crisp, machineverifiable artifacts.
## Core principles
* **Determinism-first:** no wallclock time, no random iteration order, no network during evaluation.
* **Contentaddressing:** hash every *input* (SBOM, VEX docs, reachability subgraph, policy set, rule versions, feed snapshots).
* **Declarative state:** a compact **Scan Manifest** lists input hashes + policy bundle hash + engine version.
* **Pure evaluation:** the verdict function is referentially transparent: `Verdict = f(Manifest)`.
## Canonical JSON (Merged from Canonical JSON Advisory)
All JSON artifacts must use **RFC 8785 JCS** canonicalization with optional **Unicode NFC** normalization:
```csharp
// Existing implementation
using StellaOps.Canonical.Json;
var canonical = CanonJson.Canonicalize(myObject);
var hash = CanonJson.Hash(myObject);
var versionedHash = CanonJson.HashVersioned(myObject, CanonVersion.V1);
```
**Canonicalization Rules:**
1. Object keys sorted lexicographically (Ordinal)
2. No whitespace or formatting variations
3. UTF-8 encoding without BOM
4. IEEE 754 number formatting
5. Version markers for migration safety (`_canonVersion: "stella:canon:v1"`)
## Data artifacts
* **Scan Manifest (`manifest.jsonc`)**
* `sbom_sha256`, `vex_set_sha256[]`, `reach_subgraph_sha256`, `feeds_snapshot_sha256`, `policy_bundle_sha256`, `engine_version`, `policy_semver`, `options_hash`
* **Verdict (`verdict.json`)**
* canonical JSON (stable key order); includes:
* `risk_score`, `status` (pass/warn/fail), `unknowns_count`
* **evidence_refs:** content IDs for cited VEX statements, nodes/edges from reachability, CVE records, featureflags, envguards
* **explanations:** stable, templatedriven strings (+ machine reasons)
* **Delta Verdict (`delta.json`)**
* computed between two manifests/verdicts:
* `added_findings[]`, `removed_findings[]`, `severity_shift[]`, `unknowns_delta`, `policy_effects[]`
* signed (DSSE/COSE/JWS), timestamped, and linkable to both verdicts
## Engine architecture (deterministic path)
1. **Normalize inputs**
* SBOM: sort by `packageUrl`/`name@version`; resolve aliases; freeze semver comparison rules.
* VEX: normalize provider → `vex_id`, `product_ref`, `status` (`affected`, `not_affected`, …), *with* source trust score precomputed from a **trust registry** (strict, versioned).
* Reachability: store subgraph as adjacency lists sorted by node ID; hash after topological stable ordering.
* Feeds: lock to a **snapshot** (timestamp + commit/hash); no live calls.
2. **Policy bundle**
* Declarative rules (e.g., lattice/merge semantics), compiled to a **canonical IR** (e.g., OPARego → sorted DNF).
* Merge precedence is explicit (e.g., `vendor > distro > internal` can be replaced by a latticemerge table).
* Unknowns policy baked in: e.g., `fail_if_unknowns > N in prod`.
3. **Evaluation**
* Build a **finding set**: `(component, vuln, context)` tuples with deterministic IDs.
* Apply **latticebased VEX merge** (proofcarrying): each suppression must carry an evidence pointer (feature flag off, code path unreachable, patchedbackport proof).
* Compute final `status` and `risk_score` using fixedprecision math; round rules are part of the bundle.
4. **Emit**
* Canonicalize verdict JSON; attach **evidence map** (content IDs only).
* Sign verdict; attach as **OCI attestation** to image/digest.
## APIs (minimal but complete)
* `POST /evaluate` → returns `verdict.json` + attestation
* `POST /delta` with `{base_verdict, head_verdict}``delta.json` (signed)
* `GET /replay?manifest_sha=` → reexecutes using cached snapshot bundles, returns the same `verdict_sha`
* `GET /evidence/:cid` → fetches immutable evidence blobs (offlineready)
## Storage & indexing
* **CAS (contentaddressable store):** `/evidence/<sha256>` for SBOM/VEX/graphs/feeds/policies.
* **Verdict registry:** keyed by `(image_digest, manifest_sha, engine_version)`.
* **Delta ledger:** appendonly, signed; supports crossagent consensus (multiple engines can cosign identical deltas).
## UI slices (where it lives)
* **Run details → "Verdict" tab:** status, risk score, unknowns, top evidence links.
* **"Diff" tab:** render **Delta Verdict** (added/removed/changed), with drilldown to proofs.
* **"Replay" button:** shows the exact manifest & engine version; oneclick reevaluation (offline possible).
* **Audit export:** zip of `manifest.jsonc`, `verdict.json`, `delta.json` (if any), attestation, and referenced evidence.
## Testing & QA (musthave)
* **Golden tests:** fixtures of manifests → frozen verdict JSONs (byteforbyte).
* **Chaos determinism tests:** vary thread counts, env vars, map iteration seeds; assert identical verdicts.
* **Crossengine roundtrips:** two independent builds of the engine produce the same verdict for the same manifest.
* **Timetravel tests:** replay older feed snapshots to ensure stability.
## Rollout plan
1. **Phase 1:** Introduce Manifest + canonical verdict format alongside existing policy engine (shadow mode).
2. **Phase 2:** Make verdicts the **firstclass artifact** (OCIattached); ship UI "Verdict/Diff".
3. **Phase 3:** Enforce **deltagates** in CI/CD (risk budgets + exception packs referenceable by content ID).
4. **Phase 4:** Open **consensus mode**—accept externally signed identical delta verdicts to strengthen trust.
## Notes for Stella modules
* **scanner.webservice:** keep lattice algorithms here (per your standing rule). Concelier/Excitors "preserveprune source."
* **Authority/Attestor:** handle DSSE signing, key management, regional crypto profiles (eIDAS/FIPS/GOST/SM).
* **Feedser/Vexer:** produce immutable **snapshot bundles**; never query live during evaluation.
* **Router/Scheduler:** schedule replay jobs; cache manifests to speed up audits.
* **Db:** Postgres as SoR; Valkey only for ephemeral queues/caches (per your BSDonly profile).

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# Enforcing Canonical JSON for Stable Verdicts
> **Status:** SUPERSEDED — Already implemented in codebase
> **Date:** 2025-12-25
> **Updated:** 2025-12-26
> **Superseded By:** Existing implementation in `StellaOps.Canonical.Json`
> **Related:** Merged into `25-Dec-2025 - Building a Deterministic Verdict Engine.md`
---
## Implementation Status
This advisory's recommendations are **already implemented** in the codebase:
| Recommendation | Implementation | Location |
|----------------|----------------|----------|
| RFC 8785 JCS canonicalization | `Rfc8785JsonCanonicalizer` | `src/Attestor/__Libraries/StellaOps.Attestor.ProofChain/Json/` |
| Unicode NFC normalization | `NfcStringNormalizer` | `src/__Libraries/StellaOps.Resolver/` |
| Canonical JSON library | `CanonJson` | `src/__Libraries/StellaOps.Canonical.Json/` |
| Version markers | `CanonVersion` (stella:canon:v1) | `src/__Libraries/StellaOps.Canonical.Json/` |
| Content-addressed IDs | `ContentAddressedIdGenerator` | `src/Attestor/__Libraries/StellaOps.Attestor.ProofChain/Identifiers/` |
| Determinism testing | `DeterminismGate` | `src/__Libraries/StellaOps.TestKit/Determinism/` |
### Remaining Gap Tasks
Minor enforcement gaps are tracked in [`SPRINT_20251226_007_BE_determinism_gaps.md`](../implplan/SPRINT_20251226_007_BE_determinism_gaps.md):
- DET-GAP-17: Optional NFC pass in canonicalizers
- DET-GAP-18: Roslyn analyzer for resolver boundary enforcement
- DET-GAP-19: Pre-canonical hash debug logging
- DET-GAP-20: Document resolver boundary pattern in CONTRIBUTING.md
---
## Original Advisory Content
Here's a small but highimpact practice to make your hashes/signatures and "same inputs → same verdict" truly stable across services: **pick one canonicalization and enforce it at the resolver boundary.**
---
### Why this matters (in plain words)
Two JSONs that *look* the same can serialize differently (key order, spacing, Unicode forms). If one producer emits slightly different bytes, your REG/verdict hash changes—even though the meaning didn't—breaking dedup, cache hits, attestations, and audits.
---
### The rule
**Adopt one canonicalization spec and apply it everywhere at ingress/egress of your resolver:**
* **Strings:** normalize to **UTF8, Unicode NFC** (Normalization Form C).
* **JSON:** canonicalize with a deterministic scheme (e.g., **RFC 8785 JCS**: sorted keys, no insignificant whitespace, exact number formatting, escape rules).
* **Binary for hashing/signing:** always hash **the canonical bytes**, never adhoc serializer output.
---
### Minimal contract (put this in your CONTRIBUTING/AGREEMENTS.md)
1. Inputs may arrive in any wellformed JSON.
2. Resolver **normalizes strings (NFC)** and **reemits JSON in JCS**.
3. **REG hash** is computed from **JCScanonical UTF8 bytes** only.
4. Any signature/attestation (DSSE/OCI) MUST cover those same bytes.
5. Any module that can't speak JCS must pass raw data to the resolver; only the resolver serializes.
---
### Existing Implementation (supersedes sample code)
The codebase already provides a more robust implementation:
```csharp
// Canonical JSON with version markers
using StellaOps.Canonical.Json;
var canonical = CanonJson.Canonicalize(myObject);
var hash = CanonJson.Hash(myObject);
var versionedHash = CanonJson.HashVersioned(myObject, CanonVersion.V1);
// NFC normalization
using StellaOps.Resolver;
var normalizer = NfcStringNormalizer.Instance;
var nfcString = normalizer.Normalize(input);
// RFC 8785 JCS for raw JSON bytes
using StellaOps.Attestor.ProofChain.Json;
var canonicalizer = new Rfc8785JsonCanonicalizer();
var canonicalBytes = canonicalizer.Canonicalize(utf8JsonBytes);
```
---
### Dropin checklist (pin on your wall)
- [x] One canonicalization policy: **UTF8 + NFC + JCS**. *(Implemented: `CanonJson`, `NfcStringNormalizer`)*
- [x] Resolver owns canonicalization (single chokepoint). *(Pattern documented)*
- [x] **REG hash/signatures always over canonical bytes.** *(Implemented: `ContentAddressedIdGenerator`)*
- [ ] CI gate: reject outputs that aren't JCS; fuzz keys/order/whitespace in tests. *(In progress: SPRINT_20251226_007)*
- [ ] Log both the precanonical and canonical SHA256 for audits. *(Planned: DET-GAP-19)*
- [x] Backwardcompat path: migrate legacy verdicts by recanonicalizing once, store "old_hash → new_hash" map. *(Implemented: `CanonVersion` with version markers)*
---
### Original Sample Code (archived for reference)
<details>
<summary>Click to expand original sample code</summary>
```csharp
using System.Text;
using System.Text.Json;
using System.Globalization;
public static class Canon
{
// 1) Unicode → NFC
public static string ToNfc(string s) => s is null ? null : s.Normalize(NormalizationForm.FormC);
// 2) Walk JSON tree, NFC all strings
public static JsonElement NormalizeStrings(JsonElement node, JsonSerializerOptions opts = null!)
{
switch (node.ValueKind)
{
case JsonValueKind.String:
var nfc = ToNfc(node.GetString()!);
return JsonDocument.Parse(JsonSerializer.Serialize(nfc)).RootElement;
case JsonValueKind.Object:
{
using var doc = JsonDocument.Parse("{}");
var dict = new SortedDictionary<string, JsonElement>(StringComparer.Ordinal); // sorted keys (JCS)
foreach (var p in node.EnumerateObject())
{
var key = ToNfc(p.Name);
dict[key] = NormalizeStrings(p.Value, opts);
}
// reemit in sorted order
using var buf = new MemoryStream();
using (var w = new Utf8JsonWriter(buf, new JsonWriterOptions { SkipValidation = false, Indented = false }))
{
w.WriteStartObject();
foreach (var kv in dict)
WriteCanonical(kv.Key, kv.Value, w);
w.WriteEndObject();
}
return JsonDocument.Parse(buf.ToArray()).RootElement;
}
case JsonValueKind.Array:
{
var items = new List<JsonElement>();
foreach (var v in node.EnumerateArray())
items.Add(NormalizeStrings(v, opts));
using var buf = new MemoryStream();
using (var w = new Utf8JsonWriter(buf, new JsonWriterOptions { SkipValidation = false, Indented = false }))
{
w.WriteStartArray();
foreach (var v in items) v.WriteTo(w);
w.WriteEndArray();
}
return JsonDocument.Parse(buf.ToArray()).RootElement;
}
default:
return node; // numbers/bools/null unchanged (JCS rules avoid extra zeros, no NaN/Inf)
}
}
// helper to write a property with an already-built JsonElement
static void WriteCanonical(string name, JsonElement value, Utf8JsonWriter w)
{
w.WritePropertyName(name); // JCS: name is exact UTF8, no extra spaces
value.WriteTo(w); // keep canonicalized subtree
}
// 3) Canonical bytes for hashing/signing
public static byte[] CanonicalizeUtf8(ReadOnlySpan<byte> utf8Json)
{
using var doc = JsonDocument.Parse(utf8Json);
var normalized = NormalizeStrings(doc.RootElement);
using var buf = new MemoryStream();
using (var w = new Utf8JsonWriter(buf, new JsonWriterOptions { Indented = false })) // no whitespace
normalized.WriteTo(w);
return buf.ToArray(); // feed into SHA256/DSSE
}
}
```
</details>

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Heres a practical blueprint for linking what you *build* to what actually *runs*, and turning that into proof-grade security decisions.
# Static → Binary braid (build-time proof of “what functions are inside”)
**Goal:** Prove exactly which functions/offsets shipped in an artifact—without exposing full source.
* **What to store (per artifact):**
* Minimal callstack “entry→sink” traces for relevant code paths (e.g., public handlers → sensitive sinks).
* Symbol map concordance: `{ function, file, address-range, BuildID, debug-id }`.
* Hashes per function-range (e.g., rolling BLAKE3 over `.text` subranges), plus overall `.text`/`.rodata` digests.
* **How to generate:**
* During build, emit:
* ELF/PE/MachO: capture BuildID, section ranges, and DWARF/CodeView ↔ symbol table mapping.
* Function-range hashing: disassemble to find prolog/epilog (fallback to symbol boundaries), hash byte ranges.
* Entry→sink traces: from static CFG or unit/integration tests with instrumentation; serialize as compact spans (start fn, end fn, edge list hash).
* **Proof object (tiny & replayable):**
* `{ build_id, section_hashes, [ {func: name, addr: start..end, func_hash}, … ], [trace_hashes] }`
* Sign with DSSE (intoto envelope). Auditors can replay using the published BuildID + debug symbols to verify function boundaries without your source.
* **Attach & ship:**
* Publish as an OCI referrers artifact alongside the image (e.g., `application/vnd.stellaops.funcproof+json`), referenced from SBOM (CycloneDX `evidence` or SPDX `verificationCode` extension).
* **Why it matters:**
* When a CVE names a *symbol* (not just a package version), you can prove whether that symbol (and exact byte-range) is present in your binary.
# Runtime → Build braid (production proof of “what code ran”)
**Goal:** Observe live stacks (cheaply), canonicalize to symbols, and correlate to SBOM components. If a vulnerable symbol appears *in hot paths*, automatically downgrade VEX posture.
* **Collection (Linux):**
* eBPF sampling for targeted processes/containers; use `bpf_get_stackid` to capture stack traces (user & kernel) into a perf map with low overhead.
* Collapse stacks (“frameA;frameB;… count”) à la flamegraph format; include PID, container image digest, BuildID tuples.
* **Canonicalization:**
* Resolve PCs → (BuildID, function, offset) via `perf-map-agent`/`eu-stack`, or your own resolver using `.note.gnu.build-id` + symbol table (prefer `debuginfod` in lab; ship a slim symbol cache in prod).
* Normalize language runtimes: Java/.NET/Python frames mapped to package+symbol via runtime metadata; native frames via ELF.
* **Correlate to SBOM:**
* For each frame: map `(image-digest, BuildID, function)` → SBOM component (pkg + version) and to your **Static→Binary proof** entry.
* **VEX policy reaction:**
* If a CVEs vulnerable symbol appears in observed stacks **and** matches your static proof:
* Autoemit a **VEX downgrade** (e.g., from `not_affected` to `affected`) with DSSE signatures, including runtime evidence:
* Top stacks where the symbol was hot (counts/percentile),
* BuildID(s) observed,
* Timestamp window and container IDs.
* If symbol is present in build but never observed (and policy allows), maintain or upgrade to `not_affected(conditions: not_reachable_at_runtime)`—with timeboxed confidence.
* **Controls & SLOs:**
* Sampling budget per workload (e.g., 49 Hz for N minutes per hour), P99 overhead <1%.
* Privacy guardrails: hash short-lived arguments; only persist canonical frames + counts.
# How this lands in StellaOps (concrete modules & evidence flow)
* **Sbomer**: add `funcproof` generator at build (ELF range hashing + entrysink traces). Emit CycloneDX `components.evidence` link to funcproof artifact.
* **Attestor**: wrap funcproof in DSSE, push as OCI referrer; record in ProofofIntegrity Graph.
* **Signals/Excititor**: eBPF sampler daemonset; push collapsed frames with `(image-digest, BuildID)` to pipeline.
* **Concelier**: resolver service mapping frames SBOM components + funcproof presence; maintain hotsymbol index.
* **Vexer/Policy Engine**: when hot vulnerable symbol is confirmed, produce signed VEX downgrade; route to **Authority** for policygated actions (quarantine, canary freeze, diff-aware release gate).
* **Timeline/Notify**: humanreadable evidence pack: CVE2025XXXX observed in `libfoo::parse_hdr` (BuildID abc…), 17.3% of CPU in apigw@prod between 12:0014:00 UTC; VEX affected.”
# Data shapes (keep them tiny)
* **FuncProof JSON (per binary):**
```json
{
"buildId": "ab12…",
"sections": {".text": "hash", ".rodata": "hash"},
"functions": [
{"sym": "foo::bar", "start": "0x401120", "end": "0x4013af", "hash": "…"}
],
"traces": ["hash(edge-list-1)", "hash(edge-list-2)"],
"meta": {"compiler": "clang-18", "flags": "-O2 -fno-plt"}
}
```
* **Runtime frame sample (collapsed):**
```
api-gw@sha256:…;buildid=ab12…;foo::bar+0x3a;net/http::Serve;… 97
```
# Rollout plan (short and sweet)
1. **Phase 1 — Build plumbing:** implement function-range hashing + DSSE attestation; publish as OCI referrer; link from SBOM.
2. **Phase 2 — Runtime sampler:** ship eBPF agent with stack collapse + BuildID resolution; store only canonical frames.
3. **Phase 3 — Correlation & VEX:** map frames ↔ SBOM ↔ funcproof; autodowngrade VEX on hot vulnerable symbols; wire policy actions.
4. **Phase 4 — Auditor replay:** `stella verify --image X` downloads funcproof + symbols and replays hashes and traces to prove presence/absence without source.
# Why this is a moat
* **Symbollevel truth**, not just package versions.
* **Runtimeaware VEX** that flips based on evidence, not assumptions.
* **Tiny proof objects** make audits fast and airgapfriendly.
* **Deterministic replay**: “same inputs → same verdict,” signed.
If you want, I can draft:
* the DSSE schemas,
* the eBPF sampler config for Alpine/Debian/RHEL/SLES/Astra,
* and the exact CycloneDX/SPDX extensions to carry `funcproof` links.

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# Planning Keyless Signing for Verdicts
> **Status:** PLANNED — Implementation sprints created
> **Date:** 2025-12-25
> **Updated:** 2025-12-26
> **Related:** Extends `25-Dec-2025 - Building a Deterministic Verdict Engine.md`
---
## Implementation Sprints
This advisory has been decomposed into the following implementation sprints:
| Sprint | Module | Topic | Priority |
|--------|--------|-------|----------|
| [`SPRINT_20251226_001_SIGNER_fulcio_keyless_client.md`](../implplan/SPRINT_20251226_001_SIGNER_fulcio_keyless_client.md) | Signer | Fulcio keyless signing client | P0 |
| [`SPRINT_20251226_002_ATTESTOR_bundle_rotation.md`](../implplan/SPRINT_20251226_002_ATTESTOR_bundle_rotation.md) | Attestor | Monthly bundle rotation | P1 |
| [`SPRINT_20251226_003_ATTESTOR_offline_verification.md`](../implplan/SPRINT_20251226_003_ATTESTOR_offline_verification.md) | Attestor | Offline/air-gap verification | P2 |
| [`SPRINT_20251226_004_BE_cicd_signing_templates.md`](../implplan/SPRINT_20251226_004_BE_cicd_signing_templates.md) | Backend | CI/CD integration templates | P2 |
**Total Tasks:** 98 across 4 sprints
---
## Documentation Created
- [`docs/modules/signer/guides/keyless-signing.md`](../modules/signer/guides/keyless-signing.md) — Keyless signing guide
- [`src/Signer/AGENTS.md`](../../src/Signer/AGENTS.md) — Signer module charter
---
## Advisory Content
Here's a practical, lowfriction way to modernize how you sign and verify build "verdicts" in CI/CD using Sigstore—no longlived keys, offlinefriendly, and easy to audit.
---
### 1) Use **keyless** signing in CI
* In your pipeline, obtain an OIDC token (from your CI runner) and let **Fulcio** issue a shortlived X.509 codesigning cert (~10 minutes). You sign with the ephemeral key; cert + signature are logged to Rekor. ([Sigstore Blog][1])
**Why:** no key escrow in CI, nothing persistent to steal, and every signature is timebound + transparencylogged.
---
### 2) Keep one **hardwarebacked org key** only for special cases
* Reserve a physical HSM/YubiKey (or KMS) key for:
a) resigning monthly bundles (see §4), and
b) offline/airgapped verification workflows where a trust anchor is needed.
Cosign supports disconnected/offline verification patterns and mirroring the proof data. ([Sigstore][2])
---
### 3) Make “verdicts” firstclass OCI attestations
* Emit DSSE/attestations (SBOM deltas, reachability graphs, policy results) as OCIattached artifacts and sign them with keyless in CI. (Cosign is designed to sign/verify arbitrary OCI artifacts alongside images.) ([Artifact Hub][3])
---
### 4) Publish a **rotation & refresh policy**
* Every month, collect older attestations and **resign into a longlived “bundle”** (plus timestamps) using the org key. This keeps proofs verifiable over years—even if the 10minute certs expire—because the bundle contains the cert chain, Rekor inclusion proof, and timestamps suitable for **offline** verification. ([Trustification][4])
**Suggested SLOs**
* CI keyless cert TTL: 10 minutes (Fulcio default). ([Sigstore][5])
* Bundle cadence: monthly (or per release); retain N=24 months.
---
### 5) Offline / airgapped verification
* Mirror the image + attestation + Rekor proof (or bundle) into the disconnected registry. Verify with `cosign verify` using the mirrored materials—no internet needed. (Multiple guides show fully disconnected OpenShift/airgapped flows.) ([Red Hat Developer][6])
---
### 6) Address common concerns (“myths”)
* “Shortlived certs will break verification later.” → They dont: you verify against the Rekor proof/bundle, not live cert validity. ([Trustification][4])
* “Keyless means less security.” → The opposite: no static secrets in CI; certs expire in ~10 minutes; identity bound via OIDC and logged. ([Chainguard][7])
---
### Minimal rollout checklist
* [ ] Enable OIDC on your CI runners; test `cosign sign --identity-token ...`
* [ ] Enforce identity/issuer in policy: `--certificate-identity` + `--certificate-oidc-issuer` at verify time. ([Sigstore][2])
* [ ] Set up a monthly job to build **Sigstore bundles** from past attestations and resign with the org key. ([Trustification][4])
* [ ] For offline sites: mirror images + attestations + bundles; verify with `cosign verify` entirely offline. ([Red Hat Developer][6])
Want me to draft the exact cosign commands and a GitLab/GitHub Actions snippet for your StellaOps pipelines (keyless sign, verify gates, monthly bundling, and an offline verification playbook)?
[1]: https://blog.sigstore.dev/trusted-time/?utm_source=chatgpt.com "Trusted Time in Sigstore"
[2]: https://docs.sigstore.dev/cosign/verifying/verify/?utm_source=chatgpt.com "Verifying Signatures - Cosign"
[3]: https://artifacthub.io/packages/container/cosign/cosign/latest?utm_source=chatgpt.com "cosign latest · sigstore/cosign"
[4]: https://trustification.io/blog/?utm_source=chatgpt.com "Blog"
[5]: https://docs.sigstore.dev/certificate_authority/overview/?utm_source=chatgpt.com "Fulcio"
[6]: https://developers.redhat.com/articles/2025/08/27/how-verify-container-signatures-disconnected-openshift?utm_source=chatgpt.com "How to verify container signatures in disconnected OpenShift"
[7]: https://www.chainguard.dev/unchained/life-of-a-sigstore-signature?utm_source=chatgpt.com "Life of a Sigstore signature"

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# AI Assistant as Proof-Carrying Evidence Engine
**Status:** ANALYZED - Sprints Created
**Date:** 2025-12-26
**Type:** Strategic AI Feature Advisory
**Implementation Sprints:** SPRINT_20251226_015 through 019
---
## Executive Summary
This advisory proposes building Stella Ops AI as a **proof-carrying assistant** that:
- Copies best UX outcomes from competitors (Snyk: speed to fix; JFrog/Docker: context reduces noise)
- Keeps authority in deterministic, replayable engines and signed evidence packs
- Extends into Stella Ops' moats: lattice merge semantics, deterministic replay, sovereign/offline cryptography
## Advisory Content
### 1) What to Copy: Competitor AI Patterns
#### A. Snyk-style: "developer-time" intelligence
- Fast, developer-local explanation of "why this is a problem" and "what change fixes it"
- Reachability-informed prioritization (not just CVSS)
- Autofix PRs where safe
**Stella Ops takeaway:** Make "time-to-understanding" and "time-to-first-fix" first-class KPIs.
#### B. JFrog-style: contextual exploitability filtering
- "Is this vulnerability exploitable in *this* app?" filtering
- Runtime loaded-code validation to reduce noise
**Stella Ops takeaway:** Treat exploitability as an evidence question; label uncertainty explicitly.
#### C. Aqua-style: AI-guided remediation
- Prescriptive remediation steps in human language (and as patches/PRs)
- Integrate into CI/CD and ticketing
**Stella Ops takeaway:** The assistant must be operational: PR creation, change plans, risk acceptance packages.
#### D. Docker Scout-style: operational context
- Use runtime telemetry to prioritize vulnerabilities that can actually bite
**Stella Ops takeaway:** Runtime evidence as attestable evidence beats "black box AI prioritization."
#### E. Grype/Trivy reality: deterministic scanners win trust
- Strong data hygiene, VEX ingestion, deterministic outputs
**Stella Ops takeaway:** AI layer must never undermine deterministic trust; must be additive, signed, replayable.
### 2) Where Competitors Are Weak (Stella Ops Openings)
1. **Audit-grade reproducibility:** AI explanations often non-replayable
2. **Offline/sovereign operations:** Air-gapped + local inference rare
3. **Proof-carrying verdicts:** Most risk scores are opaque
4. **Merge semantics for VEX:** Few ship policy-controlled lattice merge
5. **Time-travel replay + delta verdicts:** Rare as first-class artifacts
6. **Network effects for proofs:** Proof-market ledger concepts largely absent
### 3) Core Principle: "AI is an assistant; evidence is the authority"
**Every AI output must be either:**
- **Pure suggestion** (non-authoritative), or
- **Evidence-backed** (authoritative only when evidence pack suffices)
### 4) Proposed Features
#### Feature 1: Zastava Companion
Evidence-grounded explainability answering: What is it? Why it matters? What evidence supports?
- Output anchored to evidence nodes
- OCI-attached "Explanation Attestation" with hashes + model digest
#### Feature 2: Exploitability Confidence Engine
- Deterministic classification: Confirmed/Likely/Unknown/Likely Not/Not exploitable
- AI proposes "cheapest additional evidence" to reduce Unknown
#### Feature 3: Remedy Autopilot
- AI generates remediation plans
- Automated PRs with reproducible build, tests, SBOM delta, signed delta verdict
- Fallback to "suggestion-only" if build/tests fail
#### Feature 4: Auto-VEX Drafting
- Generate VEX drafts from evidence
- Lattice-aware merge preview
#### Feature 5: Advisory Ingestion Copilot
- Convert unstructured advisories to structured records
- Cross-check multiple sources, require corroboration for "trusted" status
#### Feature 6: Policy Studio Copilot
- NL → lattice rules
- Test case generation
- Compile to deterministic policy with signed snapshots
### 5) Architecture
- **scanner.webservice:** lattice merges, deterministic verdict engine (authoritative)
- **zastava.webservice (new):** LLM inference + RAG; non-authoritative suggestions
- **Feedser/Vexer:** immutable feed snapshots for replay
- **Postgres:** system of record
- **Valkey:** ephemeral caching (never authoritative)
- **Offline profile:** Postgres-only + local inference bundle
### 6) Deterministic, Replayable AI
Record and hash:
- Prompt template version
- Retrieved evidence node IDs + content hashes
- Model identifier + weights digest
- Decoding parameters (temperature=0, fixed seed)
Emit as OCI-attached attestation: AIExplanation, RemediationPlan, VEXDraft, PolicyDraft.
### 7) Roadmap
- **Phase 1:** Deterministic confidence states + Zastava "Explain with evidence"
- **Phase 2:** Remedy Autopilot + Auto-VEX drafting
- **Phase 3:** Sovereign/offline AI bundle
- **Phase 4:** Proof-market + trust economics
### 8) KPIs
- Mean time to triage (MTTT)
- Mean time to remediate (MTTR)
- Noise rate (% findings that end up "not exploitable")
- "Unknown" reduction speed
- Reproducibility (% AI artifacts replayed to identical output)
- Audit extraction time
### 9) Risks and Mitigations
1. Hallucinations → enforce evidence citation
2. Prompt injection → sanitize, isolate untrusted text
3. Data exfiltration → offline profile, strict egress
4. Bad patches → require build+tests+policy gates
5. Model drift → pin model digests, snapshot outputs
---
## Implementation Assessment
### Existing Infrastructure (Substantial)
| Component | Coverage | Location |
|-----------|----------|----------|
| AdvisoryAI Pipeline | 90% | `src/AdvisoryAI/` |
| Guardrail Pipeline | 100% | `AdvisoryAI/Guardrails/` |
| Evidence Retrieval | 80% | SBOM context, vector/structured retrieval |
| TrustLatticeEngine | 100% | `Policy/TrustLattice/` |
| SourceTrustScoreCalculator | 100% | `VexLens/Trust/` |
| Remediation Hints | 30% | `Policy.Unknowns/Services/` |
| ProofChain/Attestations | 100% | `Attestor/ProofChain/` |
| DeltaVerdict | 100% | `StellaOps.DeltaVerdict/` |
| Offline/Airgap | 80% | Various modules |
### Gaps Requiring New Development
1. **LLM-generated explanations** - Feature 1
2. **Remedy Autopilot with PRs** - Feature 3
3. **Policy NL→Rules** - Feature 6
4. **AI artifact attestation types** - All features
5. **Sovereign/offline LLM** - Phase 3
### Created Sprints
| Sprint | Topic | Tasks |
|--------|-------|-------|
| SPRINT_20251226_015_AI_zastava_companion | Explanation generation | 21 tasks |
| SPRINT_20251226_016_AI_remedy_autopilot | Automated remediation PRs | 26 tasks |
| SPRINT_20251226_017_AI_policy_copilot | NL→lattice rules | 26 tasks |
| SPRINT_20251226_018_AI_attestations | AI artifact attestation types | 23 tasks |
| SPRINT_20251226_019_AI_offline_inference | Sovereign/offline AI | 26 tasks |
**Total:** 5 sprints, 122 tasks
### Archived Advisory
- "Weighted Confidence for VEX Sources" → moved to `archived/2025-12-26-vex-scoring/`
(Substantially implemented in VexLens SourceTrustScoreCalculator)

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# AI Surfacing UX Patterns Advisory
**Status:** ANALYZED - Sprint Created
**Date:** 2025-12-26
**Type:** UX/Design Advisory
**Implementation Sprint:** SPRINT_20251226_020_FE_ai_ux_patterns
---
## Executive Summary
This advisory defines how AI results should surface in Stella Ops without becoming obtrusive. The core principle: **AI must behave like a high-quality staff officer—present when needed, silent when not, and always subordinate to evidence and policy.**
## Core Design Principles
### 1. Deterministic Verdict First, AI Second
**Non-negotiable UI ordering:**
1. Deterministic verdict (authoritative): severity, policy state, exploitability, SLA, delta
2. Evidence summary (authoritative): minimal proof set that drove the verdict
3. AI assist (non-authoritative unless evidence-backed): explanation, remediation, suggestions
### 2. Progressive Disclosure UX
AI should not add new screens or workflows. It appears as small, optional expansions:
- **AI Chips**: Short (3-5 words), action-oriented, clickable
- **"Explain" drawer**: Opens on click, not by default
Chip examples:
- "Likely Not Exploitable"
- "Reachable Path Found"
- "Fix Available: 1-step"
- "Needs Evidence: runtime"
- "VEX candidate"
### 3. The "3-Line Doctrine"
AI output constrained to 3 lines by default:
- Line 1: What changed / why you're seeing this now
- Line 2: Why it matters in this service
- Line 3: Next best action (single step)
Everything else behind "Show details" / "Show evidence" / "Show alternative fixes"
### 4. Surface-by-Surface Guidance
| Surface | AI Behavior |
|---------|-------------|
| Findings list | 1-2 AI chips max per row; no paragraphs in list view |
| Finding detail | 3-panel layout: Verdict → Evidence → AI (subordinate) |
| CI/CD output | Opt-in only (`--ai-summary`); max 1 paragraph |
| PR comments | Only on state change + actionable fix; no repeated comments |
| Notifications | Only on state changes; never "still the same" |
| Executive dashboards | No generative narrative; "Top 3 drivers" with evidence links |
### 5. Contextual Command Bar ("Ask Stella")
Not a persistent chatbot; a scoped command bar:
- Auto-scoped to current context (finding/build/service/release)
- Suggested prompts as buttons: "Explain why exploitable", "How to fix?"
- Freeform input as secondary option
### 6. Clear Authority Labels
Every AI output labeled:
- **Evidence-backed**: Links to evidence nodes, citations valid
- **Suggestion**: No evidence; user decision required
### 7. User Controls
- AI verbosity: Minimal / Standard / Detailed
- AI surfaces: Toggle per surface (PR comments, CI logs, UI)
- Notifications: Default off; per-team opt-in
## Implementation Status
### Created Sprint
**SPRINT_20251226_020_FE_ai_ux_patterns** (44 tasks):
- Phase 1: Core AI Chip Components (7 tasks)
- Phase 2: 3-Line AI Summary Component (5 tasks)
- Phase 3: AI Panel in Finding Detail (6 tasks)
- Phase 4: Contextual Command Bar (6 tasks)
- Phase 5: Findings List AI Integration (5 tasks)
- Phase 6: User Controls & Preferences (5 tasks)
- Phase 7: Dashboard AI Integration (4 tasks)
- Phase 8: Testing & Documentation (6 tasks)
### Dependency Updates
This sprint is a dependency for:
- **SPRINT_20251226_015_AI_zastava_companion**: ZASTAVA-15/16/17/18 (FE tasks)
- **SPRINT_20251226_013_FE_triage_canvas**: TRIAGE-14/15/16/17 (AI panel tasks)
- **SPRINT_20251226_016_AI_remedy_autopilot**: REMEDY-22/23/24 (FE tasks)
### Existing Components to Extend
| Component | Pattern Alignment | Extension Needed |
|-----------|-------------------|------------------|
| `ReachabilityChipComponent` | ✓ Compact chip | None |
| `VexStatusChipComponent` | ✓ Compact chip | None |
| `EvidenceDrawerComponent` | ✓ Progressive disclosure | Add AI tab |
| `FindingsListComponent` | Partial | Add AI chip slots |
| `ConfidenceTierBadgeComponent` | ✓ Authority indicator | Extend for AI |
## Key Constraints
1. **No AI text on list views** - chips only
2. **3-line default AI** - expandable for more
3. **No AI in CI logs unless opt-in** - `--ai-summary` flag
4. **PR comments only on state change + actionable fix**
5. **AI always subordinate to evidence + deterministic policy**
6. **AI must never auto-change enforcement** - no silent downgrades, waivers, or overrides
## Advisory Content
[Full advisory content preserved in sprint documentation]

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# Stella Ops vNext - SBOM Spine and Deterministic Evidence
> **Status:** IMPLEMENTED — Architecture overview document
> **Date:** 2025-12-26
> **Updated:** 2025-12-26
> **Type:** Vision Document / Architecture Summary
> **Implementation:** 100% complete in existing infrastructure
---
## Implementation Status
This advisory describes the **existing StellaOps architecture**. All proposed features are implemented:
### Core Infrastructure
| Component | Implementation | Location |
|-----------|----------------|----------|
| SBOM-first canonical graph | `SbomService` module | `src/SbomService/` |
| CycloneDX 1.6 + SPDX 3.x | `SbomNormalizationService` | `src/SbomService/.../Services/` |
| in-toto + DSSE attestations | `Attestor` module (6+ predicate types) | `src/Attestor/` |
| OCI referrers | `OciReferrerPushClient`, `OciReferrerDiscovery` | `src/ExportCenter/.../Oci/` |
| Cosign/Sigstore signatures | `Signer` module | `src/Signer/` |
| Regional crypto (eIDAS/FIPS/GOST/SM) | `Cryptography` module | `src/Cryptography/` |
| Evidence graph | `ProofChain` library | `src/Attestor/__Libraries/StellaOps.Attestor.ProofChain/` |
| Smart-diff algorithm | `DeltaComputationEngine` | `src/__Libraries/StellaOps.DeltaVerdict/` |
| Signed delta verdicts | `DeltaSigningService` | `src/__Libraries/StellaOps.DeltaVerdict/Signing/` |
| Content-addressed IDs | `IContentAddressedIdGenerator` | `src/Attestor/__Libraries/.../Identifiers/` |
| Decision digest (Provcache) | `DecisionDigest`, `VeriKey` | `src/__Libraries/StellaOps.Provcache/` |
| Merkle proof verification | `MerkleProofVerifier` | `src/Attestor/__Libraries/.../Merkle/` |
| Deterministic replay | `ReplaySeed`, `FrozenEpoch` | `src/__Libraries/StellaOps.Provcache/` |
| PostgreSQL + Valkey | All modules | Per-module storage |
### Predicate Types (All Implemented)
| Predicate | Type URI | Implementation |
|-----------|----------|----------------|
| Build Provenance | `StellaOps.BuildProvenance@1` | `Attestor.ProofChain` |
| SBOM Attestation | `StellaOps.SBOMAttestation@1` | `Attestor.ProofChain` |
| Scan Results | `StellaOps.ScanResults@1` | `Attestor.ProofChain` |
| Policy Evaluation | `StellaOps.PolicyEvaluation@1` | `Attestor.ProofChain` |
| VEX Attestation | `StellaOps.VEXAttestation@1` | `Attestor.ProofChain` |
| Risk Profile Evidence | `StellaOps.RiskProfileEvidence@1` | `Attestor.ProofChain` |
### Implementation Checklist (All Complete)
**Pipelines:**
- [x] Build: emit SBOM (CDX + SPDX), SLSA provenance (in-toto/DSSE), sign all
- [x] Scan: OS + language + config; one attestation per tool
- [x] Policy: evaluate rules -> signed verdict attestation; include unknowns count
- [x] Publish: push all as OCI referrers; enable verification gate
**Schema & IDs:**
- [x] Normalize component IDs (PURL/CPE) + strong hashes
- [x] Evidence graph store: Postgres (authoritative) + cache (Valkey)
- [x] Index by image digest; maintain as-of snapshots
**Determinism:**
- [x] Lock feeds, rule versions, tool versions; record all input digests
- [x] Provide replay manifest capturing inputs -> expected verdict hash
**Security & Sovereignty:**
- [x] Pluggable crypto: eIDAS/FIPS/GOST/SM; offline bundle export/import
- [x] Air-gapped profile: Postgres-only with documented trade-offs
---
## Documentation References
- **SbomService Architecture:** `docs/modules/sbomservice/architecture.md`
- **Attestor Architecture:** `docs/modules/attestor/architecture.md`
- **Signer Keyless Guide:** `docs/modules/signer/guides/keyless-signing.md`
- **ProofChain Specification:** `docs/modules/attestor/proof-chain-specification.md`
- **Determinism Gates:** `docs/testing/determinism-gates.md`
---
## Advisory Content (Original Vision)
Here's a simple, practical way to think about a **SBOM-first, VEX-ready supply-chain spine** and the **evidence graph + smart-diff** you can build on top of it—starting from zero and ending with reproducible, signed decisions.
### SBOM-first spine (VEX-ready)
**Goal:** make the SBOM the canonical graph of "what's inside," then layer signed evidence (build, scans, policy) so every verdict is portable, replayable, and auditable across registries.
**Core choices:**
* **Canonical graph:** treat **CycloneDX 1.6** and **SPDX 3.x** as first-class. Keep both in sync; normalize component IDs (PURL/CPE), hashes, licenses, and relationships.
* **Attestations:** use **in-toto + DSSE** for all lifecycle facts:
* build (SLSA provenance),
* scan results (vuln, secrets, IaC, reachability),
* policy evaluation (allow/deny, risk budgets, exceptions).
* **Storage/transport:** publish everything as **OCI-attached artifacts** via **OCI Referrers**:
* `image:tag` -> SBOM (spdx/cdx), VEX, SARIF, provenance, policy verdicts, exception notes—each a referrer with media type + signature.
* **Signatures:** cosign/sigstore (or your regional crypto: eIDAS/FIPS/GOST/SM) for **content-addressed** blobs.
**Minimum viable workflow:**
1. **Build step**
* Produce identical SBOMs in CycloneDX and SPDX.
* Emit SLSA-style provenance attestation.
2. **Scan step(s)**
* OS + language deps + container layers; add **reachability proofs** where possible.
* Emit one **scan attestation per tool** (don't conflate).
3. **Policy step**
* Evaluate policies (e.g., OPA/Rego or your lattice rules) **against the SBOM graph + scan evidence**.
* Emit a **signed policy verdict attestation** (pass/fail + reasons + unknowns count).
4. **Publish**
* Push image, then push SBOMs, VEX, scan attestations, policy verdicts as **OCI referrers**.
5. **Verify / consume**
* Pull the image's **referrer set**; verify signatures; reconstruct graph locally; **replay** the policy evaluation deterministically.
**Data model tips:**
* Stable identifiers: PURLs for packages, digests for layers, Build-ID for binaries.
* Edges: `component->dependsOn`, `component->vulnerability`, `component->evidence(attestation)`, `component->policyClaim`.
* Keep **time (as-of)** and **source** on every node/edge for replay.
### Evidence graph + smart-diff
**Goal:** persist an **explainability graph** (findings <-> components <-> provenance <-> policies) and compute **signed delta-verdicts** on diffs to drive precise impact analysis and quiet noise.
**What to store:**
* **Provenance:** who built it, from what, when (commit, builder, materials).
* **Findings:** CVEs, misconfigs, secrets, license flags, each with source tool, version, rule, confidence, timestamp.
* **Policies & verdicts:** rule set version, inputs' hashes, outcome, rationale.
* **Reachability subgraphs:** the minimal path proving exploitability (e.g., symbol -> function -> package -> process start).
**Smart-diff algorithm (high level):**
* Compare two images (or SBOM graphs) **by component identity + version + hash**.
* For each change class:
* **Added/removed/changed component**
* **New/cleared/changed finding**
* **Changed reachability path**
* **Changed policy version/inputs**
* Re-evaluate only affected subgraph; produce a **Delta Verdict**:
* `status`: safer / risk-equal / risk-higher
* `why`: list of net-new reachable vulns, removed reachable vulns, policy/exception impacts
* `evidenceRefs`: hashes of attestations used
* **Sign the delta verdict (DSSE)** and publish it as an **OCI referrer** too.
**UX essentials:**
* Artifact page shows: **"Evidence Stack"** (SBOM, scans, VEX, policy, provenance) with green checks for signatures.
* **Smart-diff view:** left vs right image -> "net-new reachable CVEs (+3)", "downgraded risk (-1)" with drill-downs to the exact path/evidence.
* **Explain button:** expands to show **why** a CVE is (not) applicable (feature flag off, code path unreachable, kernel mitigation present, etc.).
* **Replay badge:** "Deterministic ✓" (inputs' hashes match; verdict reproducible).
### APIs & types (implemented media types)
* `application/vnd.cyclonedx+json`
* `application/spdx+json`
* `application/vnd.in-toto+json; statement=provenance|scan|policy`
* `application/vnd.stella.verdict+json` (signed verdict/delta)
### Existing Implementation Examples
**Scan Attestation (StellaOps.ScanResults@1):**
```json
{
"type": "https://in-toto.io/Statement/v1",
"predicateType": "https://stella.dev/scan/v1",
"subject": [{"name": "registry/app@sha256:...", "digest": {"sha256": "..."}}],
"predicate": {
"tool": {"name": "scannerX", "version": "1.4.2"},
"inputs": {"sbom": "sha256:...", "db": "sha256:..."},
"findings": [{"id": "CVE-2025-1234", "component": "pkg:pypi/xyz@1.2.3", "severity": "HIGH"}]
}
}
```
**Policy Verdict (StellaOps.PolicyEvaluation@1):**
```json
{
"type": "https://in-toto.io/Statement/v1",
"predicateType": "https://stella.dev/verdict/v1",
"subject": [{"name": "registry/app@sha256:..."}],
"predicate": {
"policy": {"id": "prod.v1.7", "hash": "sha256:..."},
"inputs": {"sbom": "sha256:...", "scans": ["sha256:...","sha256:..."]},
"unknowns": 2,
"decision": "allow",
"reasons": [
"CVE-2025-1234 not reachable (path pruned)",
"License policy ok"
]
}
}
```
**Delta Verdict (stella.dev/delta-verdict/v1):**
```json
{
"predicateType": "https://stella.dev/delta-verdict/v1",
"predicate": {
"from": "sha256:old", "to": "sha256:new",
"impact": "risk-higher",
"changes": {
"componentsAdded": ["pkg:apk/openssl@3.2.1-r1"],
"reachableVulnsAdded": ["CVE-2025-2222"]
},
"evidenceRefs": ["sha256:scanA", "sha256:policyV1"]
}
}
```
### Operating rules (adopted)
* **Everything is evidence.** If it influenced a decision, it's an attestation you can sign and attach.
* **Same inputs -> same verdict.** If not, treat it as a bug.
* **Unknowns budgeted by policy.** E.g., "fail prod if unknowns > 0; warn in dev."
* **Diffs decide deployments.** Gate on the **delta verdict**, not raw CVE counts.
* **Portable by default.** If you move registries, your decisions move with the image via referrers.
---
## Related Implementation
| Module | Purpose | Documentation |
|--------|---------|---------------|
| `SbomService` | SBOM ledger, lineage, versioning | `docs/modules/sbomservice/` |
| `Attestor` | DSSE, in-toto, Rekor integration | `docs/modules/attestor/` |
| `Signer` | Keyless + KMS signing | `docs/modules/signer/` |
| `Provcache` | Decision digest, VeriKey | `src/__Libraries/StellaOps.Provcache/` |
| `DeltaVerdict` | Smart-diff engine | `src/__Libraries/StellaOps.DeltaVerdict/` |
| `ExportCenter` | OCI referrer publishing | `src/ExportCenter/` |
| `Policy` | Lattice evaluation, verdicts | `src/Policy/` |

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Heres a simple, practical way to think about a **SBOMfirst, VEXready supplychain spine** and the **evidence graph + smartdiff** you can build on top of it—starting from zero and ending with reproducible, signed decisions.
# SBOMfirst spine (VEXready)
**Goal:** make the SBOM the canonical graph of “whats inside,” then layer signed evidence (build, scans, policy) so every verdict is portable, replayable, and auditable across registries.
**Core choices**
* **Canonical graph:** treat **CycloneDX 1.6** and **SPDX 3.x** as firstclass. Keep both in sync; normalize component IDs (PURL/CPE), hashes, licenses, and relationships.
* **Attestations:** use **intoto + DSSE** for all lifecycle facts:
* build (SLSA provenance),
* scan results (vuln, secrets, IaC, reachability),
* policy evaluation (allow/deny, risk budgets, exceptions).
* **Storage/transport:** publish everything as **OCIattached artifacts** via **OCI Referrers**:
* `image:tag` → SBOM (spdx/cdx), VEX, SARIF, provenance, policy verdicts, exception notes—each a referrer with media type + signature.
* **Signatures:** cosign/sigstore (or your regional crypto: eIDAS/FIPS/GOST/SM) for **contentaddressed** blobs.
**Minimum viable workflow**
1. **Build step**
* Produce identical SBOMs in CycloneDX and SPDX.
* Emit SLSAstyle provenance attestation.
2. **Scan step(s)**
* OS + language deps + container layers; add **reachability proofs** where possible.
* Emit one **scan attestation per tool** (dont conflate).
3. **Policy step**
* Evaluate policies (e.g., OPA/Rego or your lattice rules) **against the SBOM graph + scan evidence**.
* Emit a **signed policy verdict attestation** (pass/fail + reasons + unknowns count).
4. **Publish**
* Push image, then push SBOMs, VEX, scan attestations, policy verdicts as **OCI referrers**.
5. **Verify / consume**
* Pull the images **referrer set**; verify signatures; reconstruct graph locally; **replay** the policy evaluation deterministically.
**Data model tips**
* Stable identifiers: PURLs for packages, digests for layers, BuildID for binaries.
* Edges: `component→dependsOn`, `component→vulnerability`, `component→evidence(attestation)`, `component→policyClaim`.
* Keep **time (asof)** and **source** on every node/edge for replay.
# Evidence graph + smartdiff
**Goal:** persist an **explainability graph** (findings ↔ components ↔ provenance ↔ policies) and compute **signed deltaverdicts** on diffs to drive precise impact analysis and quiet noise.
**What to store**
* **Provenance:** who built it, from what, when (commit, builder, materials).
* **Findings:** CVEs, misconfigs, secrets, license flags, each with source tool, version, rule, confidence, timestamp.
* **Policies & verdicts:** rule set version, inputs hashes, outcome, rationale.
* **Reachability subgraphs:** the minimal path proving exploitability (e.g., symbol → function → package → process start).
**Smartdiff algorithm (high level)**
* Compare two images (or SBOM graphs) **by component identity + version + hash**.
* For each change class:
* **Added/removed/changed component**
* **New/cleared/changed finding**
* **Changed reachability path**
* **Changed policy version/inputs**
* Reevaluate only affected subgraph; produce a **Delta Verdict**:
* `status`: safer / riskequal / riskhigher
* `why`: list of netnew reachable vulns, removed reachable vulns, policy/exception impacts
* `evidenceRefs`: hashes of attestations used
* **Sign the delta verdict (DSSE)** and publish it as an **OCI referrer** too.
**UX essentials**
* Artifact page shows: **“Evidence Stack”** (SBOM, scans, VEX, policy, provenance) with green checks for signatures.
* **Smartdiff view:** left vs right image → “netnew reachable CVEs (+3)”, “downgraded risk (1)” with drilldowns to the exact path/evidence.
* **Explain button:** expands to show **why** a CVE is (not) applicable (feature flag off, code path unreachable, kernel mitigation present, etc.).
* **Replay badge:** “Deterministic ✅” (inputs hashes match; verdict reproducible).
# Implementation checklist (teamready)
**Pipelines**
* [ ] Build: emit SBOM (CDX + SPDX), SLSA provenance (intoto/DSSE), sign all.
* [ ] Scan: OS + language + config + (optional) eBPF/runtime; one attestation per tool.
* [ ] Policy: evaluate rules → signed verdict attestation; include **unknowns count**.
* [ ] Publish: push all as OCI referrers; enable verification gate on pull/deploy.
**Schema & IDs**
* [ ] Normalize component IDs (PURL/CPE) + strong hashes; map binaries (BuildID → package).
* [ ] Evidence graph store: Postgres (authoritative) + cache (Valkey) for queries.
* [ ] Index by image digest; maintain **asof** snapshots for timetravel.
**Determinism**
* [ ] Lock feeds, rule versions, tool versions; record all **input digests**.
* [ ] Provide a `replay.yaml` manifest capturing inputs → expected verdict hash.
**Security & sovereignty**
* [ ] Pluggable crypto: eIDAS/FIPS/GOST/SM; offline bundle export/import.
* [ ] Airgapped profile: Postgresonly with documented tradeoffs.
**APIs & types (suggested media types)**
* `application/vnd.cyclonedx+json`
* `application/spdx+json`
* `application/vnd.in-toto+json; statement=provenance|scan|policy`
* `application/vnd.stella.verdict+json` (your signed verdict/delta)
**Minimal object examples (sketches)**
*Attestation (scan)*
```json
{
"type": "https://in-toto.io/Statement/v1",
"predicateType": "https://stella.dev/scan/v1",
"subject": [{"name": "registry/app@sha256:…", "digest": {"sha256": "..."} }],
"predicate": {
"tool": {"name": "scannerX", "version": "1.4.2"},
"inputs": {"sbom": "sha256:…", "db": "sha256:…"},
"findings": [{"id": "CVE-2025-1234", "component": "pkg:pypi/xyz@1.2.3", "severity": "HIGH"}]
}
}
```
*Policy verdict (replayable)*
```json
{
"type": "https://in-toto.io/Statement/v1",
"predicateType": "https://stella.dev/verdict/v1",
"subject": [{"name": "registry/app@sha256:…"}],
"predicate": {
"policy": {"id": "prod.v1.7", "hash": "sha256:…"},
"inputs": {"sbom": "sha256:…", "scans": ["sha256:…","sha256:…"]},
"unknowns": 2,
"decision": "allow",
"reasons": [
"CVE-2025-1234 not reachable (path pruned)",
"License policy ok"
]
}
}
```
*Delta verdict (smartdiff)*
```json
{
"predicateType": "https://stella.dev/delta-verdict/v1",
"predicate": {
"from": "sha256:old", "to": "sha256:new",
"impact": "risk-higher",
"changes": {
"componentsAdded": ["pkg:apk/openssl@3.2.1-r1"],
"reachableVulnsAdded": ["CVE-2025-2222"]
},
"evidenceRefs": ["sha256:scanA", "sha256:policyV1"]
}
}
```
# Operating rules you can adopt today
* **Everything is evidence.** If it influenced a decision, its an attestation you can sign and attach.
* **Same inputs → same verdict.** If not, treat it as a bug.
* **Unknowns budgeted by policy.** E.g., “fail prod if unknowns > 0; warn in dev.”
* **Diffs decide deployments.** Gate on the **delta verdict**, not raw CVE counts.
* **Portable by default.** If you move registries, your decisions move with the image via referrers.
If you want, I can turn this into starter repos (SBOM/attestation schemas, OCIreferrer publish/verify CLI, and a smartdiff service stub in .NET 10) so your team can plug it into your current pipelines without a big rewrite.

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# Mapping a Binary Intelligence Graph
> **Status:** SUPERSEDED
> **Date:** 2026-12-26
> **Updated:** 2025-12-26
> **Superseded By:** BinaryIndex Module Architecture
> **Related Sprints:** [`SPRINT_20251226_011_BINIDX_known_build_catalog.md`](../implplan/SPRINT_20251226_011_BINIDX_known_build_catalog.md), [`SPRINT_20251226_012_BINIDX_backport_handling.md`](../implplan/SPRINT_20251226_012_BINIDX_backport_handling.md), [`SPRINT_20251226_013_BINIDX_fingerprint_factory.md`](../implplan/SPRINT_20251226_013_BINIDX_fingerprint_factory.md), [`SPRINT_20251226_014_BINIDX_scanner_integration.md`](../implplan/SPRINT_20251226_014_BINIDX_scanner_integration.md)
---
## Supersession Notice
This advisory has been **superseded** by the comprehensive BinaryIndex module architecture. All proposals in this advisory are covered by the existing design:
| Advisory Proposal | Implementation | Location |
|-------------------|----------------|----------|
| artifacts table | `binaries.binary_identity` | `docs/modules/binaryindex/architecture.md` |
| symbols table | `BinaryFeatures` in `IBinaryFeatureExtractor` | `src/BinaryIndex/__Libraries/.../Services/` |
| vuln_segments (byte_sig/patch_sig) | `VulnFingerprint` model | `src/BinaryIndex/__Libraries/.../Fingerprints/` |
| matches table | `FingerprintMatch` model | `src/BinaryIndex/__Libraries/.../Fingerprints/` |
| reachability_hints | `ReachabilityStatus` enum | `src/BinaryIndex/__Libraries/.../Models/` |
| Build-ID/PE indexer | `ElfFeatureExtractor`, `IBinaryFeatureExtractor` | `src/BinaryIndex/__Libraries/.../Services/` |
| Patch-aware handling | `FixEvidence`, changelog/patch parsers | `src/BinaryIndex/__Libraries/.../FixIndex/` |
| Corpus connectors | `DebianCorpusConnector`, `IBinaryCorpusConnector` | `src/BinaryIndex/__Libraries/.../Corpus/` |
### Related Archived Advisories
- `18-Dec-2025 - Building Better Binary Mapping and CallStack Reachability.md`
- `23-Dec-2026 - Binary Mapping as Attestable Proof.md`
### Related Active Advisories
- `25-Dec-2025 - Evolving Evidence Models for Reachability.md` - Runtime → build braid, eBPF sampling
---
## Original Advisory Content
Here's a compact blueprint for a **binarylevel knowledge base** that maps ELF BuildIDs / PE signatures to vulnerable functions, patch lineage, and reachability hints—so your scanner can act like a provenanceaware "binary oracle," not just a CVE lookup.
---
# Why this matters (in plain terms)
* **Same version ≠ same risk.** Distros (and vendors) frequently **backport** fixes without bumping versions. Only the **binary** tells the truth.
* **Functionlevel matching** turns noisy "package has CVE" into precise "this exact function range is vulnerable in your binary."
* **Reachability hints** cut triage noise by ranking vulns the code path can actually hit at runtime.
---
# Minimal starter schema (MVP)
Keep it tiny so it grows with real evidence:
**artifacts**
* `id (pk)`
* `platform` (linux, windows)
* `format` (ELF, PE)
* `build_id` (ELF `.note.gnu.build-id`), `pdb_guid` / `pe_imphash` (Windows)
* `sha256` (wholefile)
* `compiler_fingerprint` (e.g., `gcc-13.2`, `msvc-19.39`)
* `source_hint` (optional: pname/version if known)
**symbols**
* `artifact_id (fk)`
* `symbol_name`
* `addr_start`, `addr_end` (or RVA for PE)
* `section`, `file_offset` (optional)
**vuln_segments**
* `id (pk)`
* `cve_id` (CVEYYYYNNNN)
* `function_signature` (normalized name + arity)
* `byte_sig` (short stable pattern around the vulnerable hunk)
* `patch_sig` (pattern from fixed hunk)
* `evidence_ref` (link to patch diff, commit, or NVD note)
* `backport_flag` (bool)
* `introduced_in`, `fixed_in` (semver-ish text; note "backport" when used)
**matches**
* `artifact_id (fk)`, `vuln_segment_id (fk)`
* `match_type` (`byte`, `range`, `symbol`)
* `confidence` (01)
* `explain` (why we think this matches)
**reachability_hints**
* `artifact_id (fk)`, `symbol_name`
* `hint_type` (`imported`, `exported`, `hot`, `ebpf_seen`, `graph_core`)
* `weight` (0100)
---
# How the oracle answers "Am I affected?"
1. **Identify**: Look up by BuildID / PE signature; fall back to file hash.
2. **Locate**: Map symbols → address ranges; scan for `byte_sig`/`patch_sig`.
3. **Decide**:
* if `patch_sig` present ⇒ **Not affected (backported)**.
* if `byte_sig` present and reachable (weighted) ⇒ **Affected (prioritized)**.
* if only `byte_sig` present, unreachable ⇒ **Affected (low priority)**.
* if neither ⇒ **Unknown**.
4. **Explain**: Attach `evidence_ref`, the exact offsets, and the reason (match_type + reachability).
---
# Ingestion pipeline (no humans in the loop)
* **Fingerprinting**: extract BuildID / PE GUID; compute `sha256`.
* **Symbol map**: parse DWARF/PDB if present; else fall back to heuristics (ELF `symtab`, PE exports).
* **Patch intelligence**: autodiff upstream commits (plus major distros) → synthesize short **byte signatures** around changed hunks (stable across relocations).
* **Evidence links**: store URLs/commit IDs for crossaudit.
* **Noise control**: only accept a vuln signature if it hits N≥3 independent binaries across distros (tunable).
---
# Deterministic verdicts (fit to Stella Ops)
* **Inputs**: `(artifact fingerprint, vuln_segments@version, reachability@policy)`
* **Output**: **Signed OCI attestation** "verdict.json" (same inputs → same verdict).
* **Replay**: keep rule bundle & feed hashes for audit.
* **Backport precedence**: `patch_sig` beats package version claims every time.
---
# Fast path to MVP (2 sprints)
* Add a **BuildID/PE indexer** to Scanner.
* Teach Feedser/Vexer to ingest `vuln_segments` (with `byte_sig`/`patch_sig`).
* Implement matching + verdict attestation; surface **"Backported & Safe"** vs **"Affected & Reachable"** badges in UI.
* Seed DB with 10 highimpact CVEs (OpenSSL, zlib, xz, glibc, libxml2, curl, musl, busybox, OpenSSH, sudo).
---
# Example: SQL skeleton (Postgres)
```sql
create table artifacts(
id bigserial primary key,
platform text, format text,
build_id text, pdb_guid text, pe_imphash text,
sha256 bytea not null unique,
compiler_fingerprint text, source_hint text
);
create table symbols(
artifact_id bigint references artifacts(id),
symbol_name text, addr_start bigint, addr_end bigint,
section text, file_offset bigint
);
create table vuln_segments(
id bigserial primary key,
cve_id text, function_signature text,
byte_sig bytea, patch_sig bytea,
evidence_ref text, backport_flag boolean,
introduced_in text, fixed_in text
);
create table matches(
artifact_id bigint references artifacts(id),
vuln_segment_id bigint references vuln_segments(id),
match_type text, confidence real, explain text
);
create table reachability_hints(
artifact_id bigint references artifacts(id),
symbol_name text, hint_type text, weight int
);
```

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# Consolidated Advisory: Deterministic Evidence and Verdict Architecture
> **Status:** PLANNED — Implementation ~85% complete
> **Created:** 2025-12-26
> **Consolidated From:**
> - `25-Dec-2025 - Building a Deterministic Verdict Engine.md` (original)
> - `25-Dec-2025 - Enforcing Canonical JSON for Stable Verdicts.md` (superseded)
> - `25-Dec-2025 - Planning Keyless Signing for Verdicts.md` (original)
> - `26-Dec-2026 - SmartDiff as a Core Evidence Primitive.md` (archived)
> - `26-Dec-2026 - Reachability as Cryptographic Proof.md` (archived)
> **Technical Specification:** [`docs/technical/architecture/determinism-specification.md`](../technical/architecture/determinism-specification.md)
---
## Executive Summary
This document consolidates StellaOps guidance on **deterministic verdict computation**, **canonical serialization**, **keyless signing**, and **proof-carrying reachability** into a single authoritative reference. The core proposition:
**Same SBOM + VEX + reachability subgraph ⇒ exact same, replayable verdict every time—with auditor-grade trails and signed evidence.**
### Key Capabilities
1. **Deterministic Evaluation**: Pure functions with no wall-clock, RNG, or network during evaluation
2. **Canonical Serialization**: RFC 8785 JCS + Unicode NFC for stable hashes
3. **Content-Addressed Storage**: Every input identified by cryptographic hash
4. **Keyless Signing**: Sigstore/Fulcio for short-lived certificates with Rekor transparency
5. **Proof-Carrying Reachability**: Minimal, reproducible chains showing why vulns can/cannot hit runtime
6. **Delta Verdicts**: Signed diffs between evaluation states for CI/CD gates
### Implementation Status
| Component | Status | Location |
|-----------|--------|----------|
| Canonical JSON (JCS) | ✅ COMPLETE | `StellaOps.Canonical.Json` |
| NFC String Normalization | ✅ COMPLETE | `StellaOps.Resolver.NfcStringNormalizer` |
| Content-Addressed IDs | ✅ COMPLETE | `Attestor.ProofChain/Identifiers/` |
| DSSE Signing | ✅ COMPLETE | `Signer/`, `Attestor/` |
| Delta Verdict | ✅ COMPLETE | `Policy/Deltas/DeltaVerdict.cs` |
| Merkle Trees | ✅ COMPLETE | `ProofChain/Merkle/` |
| Determinism Guards | ✅ COMPLETE | `Policy.Engine/DeterminismGuard/` |
| Replay Manifest | ✅ COMPLETE | `StellaOps.Replay.Core` |
| Feed Snapshot Coordinator | 🔄 TODO | SPRINT_20251226_007 |
| Keyless Signing (Fulcio) | 🔄 TODO | SPRINT_20251226_001 |
| Cross-Platform Testing | 🔄 TODO | SPRINT_20251226_007 |
**Overall Progress:** ~85% complete
---
## Table of Contents
1. [Why Determinism Matters](#1-why-determinism-matters)
2. [Core Principles](#2-core-principles)
3. [Canonical Serialization](#3-canonical-serialization)
4. [Data Artifacts](#4-data-artifacts)
5. [Signing & Attestation](#5-signing--attestation)
6. [Proof-Carrying Reachability](#6-proof-carrying-reachability)
7. [Delta Verdicts](#7-delta-verdicts)
8. [Engine Architecture](#8-engine-architecture)
9. [Testing Strategy](#9-testing-strategy)
10. [APIs & Integration](#10-apis--integration)
11. [Implementation Status Matrix](#11-implementation-status-matrix)
---
## 1. Why Determinism Matters
### Reproducibility for Auditors
Auditors can replay any scan and get identical results. No "it worked on my machine" scenarios—verdicts are cryptographically verifiable.
### Content-Addressed Caching
Hash-based storage enables:
- Deduplication across scans
- Cache hits on unchanged inputs
- Efficient delta computation
### Cross-Agent Consensus
Multiple evaluation engines can independently produce the same verdict for the same manifest, enabling:
- Distributed verification
- Multi-party attestations
- Trust without centralization
### Operational Clarity
Diffs between builds become crisp, machine-verifiable artifacts. When a verdict changes, you know exactly why.
---
## 2. Core Principles
### 2.1 No Wall-Clock Time
Evaluation functions never read current time. All timestamps come from input manifests.
### 2.2 No Random Iteration
All collections use deterministic ordering:
- Objects: keys sorted lexicographically (Ordinal)
- Arrays: preserve input order or sort by stable key
- Sets: sort by content hash
### 2.3 No Network During Evaluation
All external data is pre-fetched and pinned by hash before evaluation begins.
### 2.4 Content-Addressing All Inputs
Every input is identified by its cryptographic hash:
- `sbom_sha256` - SBOM graph hash
- `vex_set_sha256[]` - VEX document hashes
- `reach_subgraph_sha256` - Reachability graph hash
- `feeds_snapshot_sha256` - Feed snapshot hash
- `policy_bundle_sha256` - Policy/rules hash
### 2.5 Pure Evaluation Functions
The verdict function is referentially transparent:
```
Verdict = f(Manifest)
```
Given the same manifest, the function always returns the same verdict.
---
## 3. Canonical Serialization
### 3.1 The Rule
**Adopt one canonicalization spec and apply it everywhere at ingress/egress of your resolver:**
- **Strings:** normalize to **UTF-8, Unicode NFC** (Normalization Form C)
- **JSON:** canonicalize with **RFC 8785 JCS**: sorted keys, no insignificant whitespace, exact number formatting
- **Binary for hashing/signing:** always hash **the canonical bytes**, never ad-hoc serializer output
### 3.2 Implementation
```csharp
// Canonical JSON with version markers
using StellaOps.Canonical.Json;
var canonical = CanonJson.Canonicalize(myObject);
var hash = CanonJson.Hash(myObject);
var versionedHash = CanonJson.HashVersioned(myObject, CanonVersion.V1);
// NFC normalization
using StellaOps.Resolver;
var normalizer = NfcStringNormalizer.Instance;
var nfcString = normalizer.Normalize(input);
// RFC 8785 JCS for raw JSON bytes
using StellaOps.Attestor.ProofChain.Json;
var canonicalizer = new Rfc8785JsonCanonicalizer();
var canonicalBytes = canonicalizer.Canonicalize(utf8JsonBytes);
```
### 3.3 Canonicalization Rules
1. **Object keys** sorted lexicographically (Ordinal comparison)
2. **No whitespace** or formatting variations
3. **UTF-8 encoding** without BOM
4. **IEEE 754 number formatting** (no trailing zeros, no exponent for small integers)
5. **Version markers** for migration safety: `_canonVersion: "stella:canon:v1"`
### 3.4 Contract
1. Inputs may arrive in any well-formed JSON
2. Resolver **normalizes strings (NFC)** and **re-emits JSON in JCS**
3. **Content hash** is computed from **JCS-canonical UTF-8 bytes** only
4. Any signature/attestation (DSSE/OCI) MUST cover those same bytes
5. Any module that can't speak JCS must pass raw data to the resolver
---
## 4. Data Artifacts
### 4.1 Scan Manifest
The manifest lists all input hashes plus engine version:
```json
{
"sbom_sha256": "sha256:a1b2c3...",
"vex_set_sha256": ["sha256:d4e5f6...", "sha256:g7h8i9..."],
"reach_subgraph_sha256": "sha256:j0k1l2...",
"feeds_snapshot_sha256": "sha256:m3n4o5...",
"policy_bundle_sha256": "sha256:p6q7r8...",
"engine_version": "1.0.0",
"policy_semver": "2025.12",
"options_hash": "sha256:s9t0u1..."
}
```
### 4.2 Verdict
Canonical JSON with stable key order:
```json
{
"risk_score": 42,
"status": "warn",
"unknowns_count": 3,
"evidence_refs": [
"sha256:...",
"sha256:..."
],
"explanations": [
{
"template": "CVE-{cve} suppressed by VEX claim from {source}",
"params": {"cve": "2025-1234", "source": "vendor"},
"machine_reason": "VEX_NOT_AFFECTED"
}
]
}
```
### 4.3 Delta Verdict
Computed between two manifests/verdicts:
```json
{
"base_manifest_sha": "sha256:...",
"head_manifest_sha": "sha256:...",
"added_findings": [...],
"removed_findings": [...],
"severity_shift": [...],
"unknowns_delta": -2,
"policy_effects": [...],
"timestamp": "2025-12-26T00:00:00Z",
"signature": "..."
}
```
---
## 5. Signing & Attestation
### 5.1 Keyless Signing with Sigstore
Use **keyless** signing in CI pipelines:
- Obtain an OIDC token from your CI runner
- **Fulcio** issues a short-lived X.509 cert (~10 minutes)
- Sign with the ephemeral key
- Cert + signature logged to **Rekor**
**Why:** No key escrow in CI, nothing persistent to steal, every signature is time-bound + transparency-logged.
### 5.2 Hardware-Backed Org Key
Reserve a physical HSM/YubiKey (or KMS) key for:
- Re-signing monthly bundles
- Offline/air-gapped verification workflows
### 5.3 OCI Attestations
Emit DSSE/attestations as OCI-attached artifacts:
- SBOM deltas
- Reachability graphs
- Policy results
- Verdicts
### 5.4 Bundle Rotation Policy
Every month:
1. Collect older attestations
2. Re-sign into a long-lived "bundle" (plus timestamps) using the org key
3. Bundle contains: cert chain, Rekor inclusion proof, timestamps
**Suggested SLOs:**
- CI keyless cert TTL: 10 minutes (Fulcio default)
- Bundle cadence: monthly (or per release)
- Retention: N=24 months
### 5.5 Offline Verification
Mirror the image + attestation + Rekor proof (or bundle) into the disconnected registry. Verify with `cosign verify` using mirrored materials—no internet needed.
### 5.6 Implementation Sprints
| Sprint | Module | Topic |
|--------|--------|-------|
| SPRINT_20251226_001 | Signer | Fulcio keyless signing client |
| SPRINT_20251226_002 | Attestor | Monthly bundle rotation |
| SPRINT_20251226_003 | Attestor | Offline/air-gap verification |
| SPRINT_20251226_004 | Backend | CI/CD integration templates |
---
## 6. Proof-Carrying Reachability
### 6.1 The Concept
**Reachability** asks: "Could data flow from an attacker to the vulnerable code path during real execution?"
**Proof-carrying reachability** says: "Don't just say yes/no—hand me a *proof chain* I can re-run."
### 6.2 Proof Structure
1. **Scope hash**: content digests for artifact(s) (image layers, SBOM nodes, commit IDs, compiler flags)
2. **Policy hash**: the decision rules used
3. **Graph snippet**: the *minimal subgraph* connecting entrypoints → sources → validators → sinks
4. **Conditions**: feature flags, env vars, platform guards, version ranges, eBPF-observed edges
5. **Verdict** (signed): A → {Affected | Not Affected | Under-Constrained} with reason codes
6. **Replay manifest**: the inputs needed to recompute the same verdict
### 6.3 Example Proof
```
Artifact: svc.payments:1.4.7 (image digest sha256:...)
CVE: CVE-2024-XYZ in libyaml 0.2.5
Entry: POST /import, body → YamlDeserializer.Parse
Guards: none (no schema/whitelist prior to parse)
Edge chain: HttpBody → Parse(bytes) → LoadNode() → vulnerable_path()
Condition: feature flag BULK_IMPORT=true
Verdict: AFFECTED
Signed: DSSE envelope over {scope hash, policy hash, graph snippet, conditions, verdict}
```
### 6.4 Operating Modes
| Mode | Unknowns Policy | Proofs |
|------|-----------------|--------|
| **Strict** (prod) | Fail-closed | Required for Not Affected |
| **Lenient** (dev) | Tolerated | Optional but encouraged |
### 6.5 What to Measure
- Proof generation rate
- Median proof size (KB)
- Replay success %
- Proof dedup ratio
- "Unknowns" burn-down
---
## 7. Delta Verdicts
### 7.1 Evidence Model
A **semantic delta** captures meaningful differences between two states:
```json
{
"subject": {"ociDigest": "sha256:..."},
"inputs": {
"feeds": [{"type":"cve","digest":"sha256:..."}],
"tools": {"sbomer":"1.6.3","reach":"0.9.0","policy":"lattice-2025.12"},
"baseline": {"sbomG":"sha256:...","vexSet":"sha256:..."}
},
"delta": {
"components": {"added":[...],"removed":[...],"updated":[...]},
"reachability": {"edgesAdded":[...],"edgesRemoved":[...]},
"settings": {"changed":[...]},
"vex": [{"cve":"CVE-2025-1234","from":"affected","to":"not_affected",
"reason":"config_flag_off","evidenceRef":"att#cfg-42"}],
"attestations": {"changed":[...]}
},
"verdict": {
"decision": "allow",
"riskBudgetUsed": 2,
"policyId": "lattice-2025.12",
"explanationRefs": ["vex[0]","reachability.edgesRemoved[3]"]
},
"signing": {"dsse":"...","signer":"stella-authority"}
}
```
### 7.2 Merge Semantics
Define a policy-controlled lattice for claims:
- **Orderings:** `exploit_observed > affected > under_investigation > fixed > not_affected`
- **Source weights:** vendor, distro, internal SCA, runtime sensor, pentest
- **Conflict rules:** tie-breaks, quorum, freshness windows, required evidence hooks
### 7.3 OCI Attachment
Publish delta verdicts as OCI-attached attestations:
- Media type: `application/vnd.stella.delta-verdict+json`
- Attached alongside SBOM + VEX
---
## 8. Engine Architecture
### 8.1 Evaluation Pipeline
1. **Normalize inputs**
- SBOM: sort by `packageUrl`/`name@version`; resolve aliases
- VEX: normalize provider → `vex_id`, `product_ref`, `status`
- Reachability: adjacency lists sorted by node ID; hash after topological ordering
- Feeds: lock to snapshot (timestamp + commit/hash); no live calls
2. **Policy bundle**
- Declarative rules compiled to canonical IR
- Explicit merge precedence (lattice-merge table)
- Unknowns policy baked in
3. **Evaluation**
- Build finding set: `(component, vuln, context)` tuples with deterministic IDs
- Apply lattice-based VEX merge with evidence pointers
- Compute `status` and `risk_score` using fixed-precision math
4. **Emit**
- Canonicalize verdict JSON (RFC 8785 JCS)
- Sign verdict (DSSE/COSE/JWS)
- Attach as OCI attestation
### 8.2 Storage & Indexing
- **CAS (content-addressable store):** `/evidence/<sha256>` for SBOM/VEX/graphs/feeds/policies
- **Verdict registry:** keyed by `(image_digest, manifest_sha, engine_version)`
- **Delta ledger:** append-only, signed; supports cross-agent consensus
---
## 9. Testing Strategy
### 9.1 Golden Tests
Fixtures of manifests → frozen verdict JSONs (byte-for-byte comparison).
```csharp
[Theory]
[MemberData(nameof(GoldenTestCases))]
public async Task Verdict_MatchesGoldenOutput(string manifestPath, string expectedVerdictPath)
{
var manifest = await LoadManifest(manifestPath);
var actual = await _engine.Evaluate(manifest);
var expected = await File.ReadAllBytesAsync(expectedVerdictPath);
Assert.Equal(expected, CanonJson.Canonicalize(actual));
}
```
### 9.2 Chaos Determinism Tests
Vary thread counts, env vars, map iteration seeds; assert identical verdicts.
```csharp
[Fact]
public async Task Verdict_IsDeterministic_AcrossThreadCounts()
{
var manifest = CreateTestManifest();
var verdicts = new List<byte[]>();
for (int threads = 1; threads <= 16; threads++)
{
var verdict = await EvaluateWithThreads(manifest, threads);
verdicts.Add(CanonJson.Canonicalize(verdict));
}
Assert.All(verdicts, v => Assert.Equal(verdicts[0], v));
}
```
### 9.3 Cross-Engine Round-Trips
Two independent builds of the engine produce the same verdict for the same manifest.
### 9.4 Time-Travel Tests
Replay older feed snapshots to ensure stability.
---
## 10. APIs & Integration
### 10.1 API Endpoints
| Endpoint | Purpose |
|----------|---------|
| `POST /evaluate` | Returns `verdict.json` + attestation |
| `POST /delta` | Returns `delta.json` (signed) |
| `GET /replay?manifest_sha=` | Re-executes with cached snapshots |
| `GET /evidence/:cid` | Fetches immutable evidence blobs |
### 10.2 CLI Commands
```bash
# Evaluate an image
stella evaluate --subject sha256:... --policy prod.json
# Verify delta between versions
stella verify delta --from abc123 --to def456 --print-proofs
# Replay a verdict
stella replay --manifest-sha sha256:... --assert-identical
```
### 10.3 UI Integration
- **Run details → "Verdict" tab:** status, risk score, unknowns, top evidence links
- **"Diff" tab:** render Delta Verdict (added/removed/changed) with drill-down to proofs
- **"Replay" button:** shows exact manifest & engine version; one-click re-evaluation
- **Audit export:** zip of manifest, verdict, delta (if any), attestation, referenced evidence
---
## 11. Implementation Status Matrix
### 11.1 Complete (✅)
| Component | Location | Notes |
|-----------|----------|-------|
| Canonical JSON (JCS) | `StellaOps.Canonical.Json` | RFC 8785 compliant |
| NFC Normalization | `StellaOps.Resolver.NfcStringNormalizer` | Unicode NFC |
| Content-Addressed IDs | `Attestor.ProofChain/Identifiers/` | VerdictId, EvidenceId, GraphRevisionId |
| DSSE Signing | `Signer/`, `Attestor/` | Multiple algorithm support |
| Delta Verdict | `Policy/Deltas/DeltaVerdict.cs` | Full delta computation |
| Merkle Trees | `ProofChain/Merkle/` | Evidence chain verification |
| Determinism Guards | `Policy.Engine/DeterminismGuard/` | Runtime enforcement |
| Replay Manifest | `StellaOps.Replay.Core` | Full manifest serialization |
### 11.2 In Progress (🔄)
| Component | Sprint | Priority |
|-----------|--------|----------|
| Feed Snapshot Coordinator | SPRINT_20251226_007 (DET-GAP-01..04) | P0 |
| Keyless Signing (Fulcio) | SPRINT_20251226_001 | P0 |
| Monthly Bundle Rotation | SPRINT_20251226_002 | P1 |
| Offline Verification | SPRINT_20251226_003 | P2 |
| Cross-Platform Testing | SPRINT_20251226_007 (DET-GAP-11..13) | P1 |
### 11.3 Planned (📋)
| Component | Target | Notes |
|-----------|--------|-------|
| Roslyn Analyzer for Resolver Boundary | Q1 2026 | Compile-time enforcement |
| Pre-canonical Hash Debug Logging | Q1 2026 | Audit trail |
| Consensus Mode | Q2 2026 | Multi-agent verification |
---
## Appendix A: Rollout Plan
### Phase 1: Shadow Mode
Introduce Manifest + canonical verdict format alongside existing policy engine.
### Phase 2: First-Class Verdicts
Make verdicts the first-class artifact (OCI-attached); ship UI "Verdict/Diff".
### Phase 3: Delta Gates
Enforce delta-gates in CI/CD (risk budgets + exception packs referenceable by content ID).
### Phase 4: Consensus Mode
Accept externally signed identical delta verdicts to strengthen trust.
---
## Appendix B: Archive References
The following advisories were consolidated into this document:
| Original File | Archive Location |
|--------------|------------------|
| `25-Dec-2025 - Building a Deterministic Verdict Engine.md` | (kept in place - primary reference) |
| `25-Dec-2025 - Enforcing Canonical JSON for Stable Verdicts.md` | (kept in place - marked superseded) |
| `25-Dec-2025 - Planning Keyless Signing for Verdicts.md` | (kept in place - primary reference) |
| `26-Dec-2026 - SmartDiff as a Core Evidence Primitive.md` | `archived/2025-12-26-superseded/` |
| `26-Dec-2026 - Reachability as Cryptographic Proof.md` | `archived/2025-12-26-superseded/` |
---
## Appendix C: Related Documents
| Document | Relationship |
|----------|--------------|
| [`docs/modules/policy/architecture.md`](../modules/policy/architecture.md) | Policy Engine implementation |
| [`docs/modules/policy/design/deterministic-evaluator.md`](../modules/policy/design/deterministic-evaluator.md) | Evaluator design |
| [`docs/modules/policy/design/policy-determinism-tests.md`](../modules/policy/design/policy-determinism-tests.md) | Test strategy |
| [`docs/modules/scanner/deterministic-execution.md`](../modules/scanner/deterministic-execution.md) | Scanner determinism |
| [`docs/technical/architecture/determinism-specification.md`](../technical/architecture/determinism-specification.md) | Technical specification |

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@@ -0,0 +1,737 @@
# Consolidated Advisory: Diff-Aware Release Gates and Risk Budgets
> **Status:** PLANNED — Consolidated reference document
> **Created:** 2025-12-26
> **Consolidated From:**
> - `25-Dec-2025 - Building a Deterministic Verdict Engine.md` (original)
> - `26-Dec-2026 - DiffAware Releases and Auditable Exceptions.md` (archived)
> - `26-Dec-2026 - SmartDiff as a Core Evidence Primitive.md` (archived)
> - `25-Dec-2025 - Visual Diffs for Explainable Triage.md` (archived)
> - `26-Dec-2026 - Visualizing the Risk Budget.md` (archived)
> - `26-Dec-2026 - Weighted Confidence for VEX Sources.md` (archived)
> **Technical References:**
> - `archived/2025-12-21-moat-gap-closure/14-Dec-2025 - Smart-Diff Technical Reference.md`
> - `archived/2025-12-21-moat-phase2/20-Dec-2025 - Moat Explanation - Risk Budgets and Diff-Aware Release Gates.md`
---
## Executive Summary
This document consolidates StellaOps guidance on **diff-aware release gates**, **risk budgets**, **delta verdicts**, and **VEX trust scoring** into a single authoritative reference. The core proposition:
**Ship fast on low-risk diffs, slow down only when the change warrants it—with deterministic, auditable, replayable evidence at every step.**
### Key Capabilities
1. **Risk Budgets**: Quantitative "capacity to take risk" per service tier, preventing reliability degradation
2. **Diff-Aware Gates**: Release strictness scales with *what changed*, not generic process
3. **Delta Verdicts**: Signed, replayable verdicts comparing before/after states
4. **VEX Trust Scoring**: Lattice-based merge of conflicting vulnerability evidence
5. **Exception Workflow**: Auditable, evidence-backed, auto-expiring exceptions
6. **Visual Diffs**: Explainable triage UI showing exactly what changed and why
### Implementation Status
| Component | Status | Location |
|-----------|--------|----------|
| Canonical JSON (JCS) | COMPLETE | `StellaOps.Canonical.Json` |
| Delta Verdict Engine | COMPLETE | `StellaOps.DeltaVerdict.Engine` |
| Smart-Diff UI | COMPLETE | `TriageWorkspaceComponent` |
| Proof Tree Visualization | COMPLETE | `ProofTreeComponent` |
| VEX Merge with Trust Scoring | COMPLETE | `Policy.Engine/VexMerge/` |
| Exception Entity Model | COMPLETE | `Policy.Engine/Exceptions/` |
| Risk Budget Dashboard | TODO | Sprint 2025Q1 |
| Feed Snapshot Coordinator | TODO | SPRINT_20251226_007 |
---
## Table of Contents
1. [Core Concepts](#1-core-concepts)
2. [Risk Budget Model](#2-risk-budget-model)
3. [Release Gate Levels](#3-release-gate-levels)
4. [Delta Verdict Engine](#4-delta-verdict-engine)
5. [Smart-Diff Algorithm](#5-smart-diff-algorithm)
6. [Exception Workflow](#6-exception-workflow)
7. [VEX Trust Scoring](#7-vex-trust-scoring)
8. [UI/UX Patterns](#8-uiux-patterns)
9. [CI/CD Integration](#9-cicd-integration)
10. [Data Models](#10-data-models)
---
## 1. Core Concepts
### 1.1 SBOM, VEX, and Reachability
- **SBOM (Software Bill of Materials)**: Complete inventory of components (CycloneDX 1.6 / SPDX 3.0.1)
- **VEX (Vulnerability Exploitability eXchange)**: Claims about whether vulnerabilities affect a specific product
- **Reachability**: Analysis of whether vulnerable code paths are actually exercised at runtime
### 1.2 Semantic Delta
A **semantic delta** captures *meaningful* differences between two states:
- Components added/removed/updated
- Reachability edges added/removed
- VEX claim transitions (affected → not_affected)
- Configuration/feature flag changes
- Attestation/provenance changes
### 1.3 Determinism-First Principles
All verdict computations must be:
- **Reproducible**: Same inputs → identical outputs, always
- **Content-addressed**: Every input identified by cryptographic hash
- **Declarative**: Compact manifest lists all input hashes + engine version
- **Pure**: No wall-clock time, no random iteration, no network during evaluation
---
## 2. Risk Budget Model
### 2.1 Service Tiers
Each service/product component must be assigned a **Criticality Tier**:
| Tier | Description | Monthly Budget (RP) |
|------|-------------|---------------------|
| **Tier 0** | Internal only, low business impact | 300 |
| **Tier 1** | Customer-facing non-critical | 200 |
| **Tier 2** | Customer-facing critical | 120 |
| **Tier 3** | Safety/financial/data-critical | 80 |
### 2.2 Risk Point Scoring
**Release Risk Score (RRS) = Base + Diff Risk + Operational Context Mitigations**
**Base (by criticality):**
- Tier 0: +1
- Tier 1: +3
- Tier 2: +6
- Tier 3: +10
**Diff Risk (additive):**
| Change Type | Points |
|-------------|--------|
| Docs, comments, non-executed code | +1 |
| UI changes, refactors with high coverage | +3 |
| API contract changes, dependency upgrades | +6 |
| Database schema migrations, auth logic | +10 |
| Infra/networking, encryption, payment flows | +15 |
**Operational Context (additive):**
| Condition | Points |
|-----------|--------|
| Active incident or recent Sev1/Sev2 | +5 |
| Error budget < 50% remaining | +3 |
| High on-call load | +2 |
| Release during freeze window | +5 |
**Mitigations (subtract):**
| Control | Points |
|---------|--------|
| Feature flag with staged rollout + kill switch | 3 |
| Canary + automated health gates + tested rollback | 3 |
| High-confidence integration coverage | 2 |
| Backward-compatible migration with proven rollback | 2 |
| Change isolated behind permission boundary | 2 |
### 2.3 Budget Thresholds
| Status | Remaining | Action |
|--------|-----------|--------|
| **Green** | 60% | Normal operation |
| **Yellow** | 3059% | Gates tighten by 1 level for medium/high-risk diffs |
| **Red** | <30% | Freeze high-risk diffs; allow only low-risk or reliability work |
| **Exhausted** | 0% | Incident/security fixes only with explicit sign-off |
### 2.4 Risk Budget Visualization
The **Risk Budget Burn-Up Chart** is the key PM dashboard:
- **X-axis**: Calendar dates up to code freeze
- **Y-axis**: Risk points
- **Budget line**: Allowable risk over time (flat or stepped)
- **Actual Risk line**: Cumulative unknowns + knowns mitigations
- **Shaded area**: Headroom (green) or Overrun (red)
- **Vertical markers**: Feature freeze, pen-test start, dependency bumps
- **Burn targets**: Dotted lines showing required pace
**Dashboard KPIs:**
- "Headroom: 28 pts (green)"
- "Unknowns +6 (24h)", "Risk retired 18 (7d)"
- "Exceptions expiring: 3"
- "At current burn, overrun in 5 days"
---
## 3. Release Gate Levels
### 3.1 Gate Definitions
#### G0 — No-risk / Administrative
**Use for:** docs-only, comments-only, non-functional metadata
**Requirements:**
- Lint/format checks
- Basic CI pass (build)
#### G1 — Low Risk
**Use for:** small localized changes with strong unit coverage, non-core UI, telemetry additions
**Requirements:**
- All automated unit tests
- Static analysis/linting
- 1 peer review
- Automated deploy to staging
- Post-deploy smoke checks
#### G2 — Moderate Risk
**Use for:** moderate logic changes in customer-facing paths, dependency upgrades, backward-compatible API changes
**Requirements:**
- G1 +
- Integration tests for impacted modules
- Code owner review
- Feature flag required if customer impact possible
- Staged rollout: canary or small cohort
- Rollback plan documented in PR
#### G3 — High Risk
**Use for:** schema migrations, auth/permission changes, core business logic, infra changes
**Requirements:**
- G2 +
- Security scan + dependency audit
- Migration plan (forward + rollback) reviewed
- Load/performance checks if in hot path
- New/updated dashboards/alerts
- Release captain sign-off
- Progressive delivery with automatic health gates
#### G4 — Very High Risk / Safety-Critical
**Use for:** Tier 3 systems with low budget, freeze window exceptions, broad blast radius, post-incident remediation
**Requirements:**
- G3 +
- Formal risk review (PM+DM+Security/SRE) in writing
- Explicit rollback rehearsal
- Extended canary with success/abort criteria
- Customer comms plan if impact plausible
- Post-release verification checklist executed
### 3.2 Gate Selection Logic
1. Compute **RRS** from diff + context
2. Map RRS to default gate:
- 15 RP G1
- 612 RP G2
- 1320 RP G3
- 21+ RP G4
3. Apply modifiers:
- Budget Yellow escalate one gate for G2
- Budget Red escalate one gate for G1, block high-risk unless exception
- Active incident block non-fix releases by default
---
## 4. Delta Verdict Engine
### 4.1 Core Architecture
The delta verdict engine computes **deterministic, signed verdicts** comparing two states:
```
Verdict = f(Manifest)
```
Where `Manifest` contains:
- `sbom_sha256` - SBOM graph hash
- `vex_set_sha256[]` - VEX document hashes
- `reach_subgraph_sha256` - Reachability graph hash
- `feeds_snapshot_sha256` - Feed snapshot hash
- `policy_bundle_sha256` - Policy/rules hash
- `engine_version` - Engine version for reproducibility
### 4.2 Evaluation Pipeline
1. **Normalize inputs**
- SBOM: sort by `packageUrl`/`name@version`; resolve aliases
- VEX: normalize provider `vex_id`, `product_ref`, `status`
- Reachability: adjacency lists sorted by node ID; hash after topological ordering
- Feeds: lock to snapshot (timestamp + commit/hash); no live calls
2. **Policy bundle**
- Declarative rules compiled to canonical IR
- Explicit merge precedence (lattice-merge table)
- Unknowns policy baked in: e.g., `fail_if_unknowns > N in prod`
3. **Evaluation**
- Build finding set: `(component, vuln, context)` tuples with deterministic IDs
- Apply lattice-based VEX merge with evidence pointers
- Compute `status` and `risk_score` using fixed-precision math
4. **Emit**
- Canonicalize verdict JSON (RFC 8785 JCS)
- Sign verdict (DSSE/COSE/JWS)
- Attach as OCI attestation to image/digest
### 4.3 Delta Verdict Structure
```json
{
"subject": {"ociDigest": "sha256:..."},
"inputs": {
"feeds": [{"type":"cve","digest":"sha256:..."}],
"tools": {"sbomer":"1.6.3","reach":"0.9.0","policy":"lattice-2025.12"},
"baseline": {"sbomG":"sha256:...","vexSet":"sha256:..."}
},
"delta": {
"components": {"added":[...],"removed":[...],"updated":[...]},
"reachability": {"edgesAdded":[...],"edgesRemoved":[...]},
"settings": {"changed":[...]},
"vex": [{"cve":"CVE-2025-1234","from":"affected","to":"not_affected",
"reason":"config_flag_off","evidenceRef":"att#cfg-42"}],
"attestations": {"changed":[...]}
},
"verdict": {
"decision": "allow",
"riskBudgetUsed": 2,
"policyId": "lattice-2025.12",
"explanationRefs": ["vex[0]","reachability.edgesRemoved[3]"]
},
"signing": {"dsse":"...","signer":"stella-authority"}
}
```
### 4.4 Replay Contract
For deterministic replay, pin and record:
- Feed snapshots + hashes
- Scanner versions + rule packs + lattice/policy version
- SBOM generator version + mode
- Reachability engine settings
- Merge semantics ID
**Replayer re-hydrates exact inputs and must reproduce the same verdict bit-for-bit.**
---
## 5. Smart-Diff Algorithm
### 5.1 Material Risk Change Detection
**FindingKey:** `(component_purl, component_version, cve_id)`
**RiskState Fields:**
- `reachable: bool | unknown`
- `vex_status: enum` (AFFECTED | NOT_AFFECTED | FIXED | UNDER_INVESTIGATION | UNKNOWN)
- `in_affected_range: bool | unknown`
- `kev: bool`
- `epss_score: float | null`
- `policy_flags: set<string>`
- `evidence_links: list<EvidenceLink>`
### 5.2 Change Detection Rules
**Rule R1: Reachability Flip**
- `reachable` changes: `false → true` (risk ↑) or `true → false` (risk ↓)
**Rule R2: VEX Status Flip**
- Meaningful changes: `AFFECTED ↔ NOT_AFFECTED`, `UNDER_INVESTIGATION → NOT_AFFECTED`
**Rule R3: Affected Range Boundary**
- `in_affected_range` flips: `false → true` or `true → false`
**Rule R4: Intelligence/Policy Flip**
- `kev` changes `false → true`
- `epss_score` crosses configured threshold
- `policy_flag` changes severity (warn block)
### 5.3 Suppression Rules
**All must apply for suppression:**
1. `reachable == false`
2. `vex_status == NOT_AFFECTED`
3. `kev == false`
4. No policy override
**Patch Churn Suppression:**
- If version changes AND `in_affected_range` remains false in both AND no KEV/policy flip suppress
### 5.4 Priority Score Formula
```
score =
+ 1000 if new.kev
+ 500 if new.reachable
+ 200 if reason includes RANGE_FLIP to affected
+ 150 if VEX_FLIP to AFFECTED
+ 0..100 based on EPSS (epss * 100)
+ policy weight: +300 if decision BLOCK, +100 if WARN
```
### 5.5 Reachability Gate (3-Bit Severity)
```csharp
public sealed record ReachabilityGate(
bool? Reachable, // true / false / null for unknown
bool? ConfigActivated,
bool? RunningUser,
int Class, // 0..7 derived from the bits when all known
string Rationale
);
```
**Class Computation:** 0-7 based on 3 binary gates (reachable, config-activated, running user)
**Unknown Handling:** Never silently treat `null` as `false` or `true`. If any bit is `null`, set `Class = -1` or compute from known bits only.
---
## 6. Exception Workflow
### 6.1 Exception Entity Model
```csharp
public record Exception(
string Id,
string Scope, // image:repo/app:tag, component:pkg@ver
string Subject, // CVE-2025-1234, package name
string Reason, // Human-readable justification
List<string> EvidenceRefs, // att:sha256:..., vex:sha256:...
string CreatedBy,
DateTime CreatedAt,
DateTime? ExpiresAt,
string PolicyBinding,
string Signature
);
```
### 6.2 Exception Requirements
- **Signed rationale + evidence**: Justification with linked proofs (attestation IDs, VEX note, reachability subgraph slice)
- **Auto-expiry & revalidation**: Scheduler re-tests on expiry or when feeds mark "fix available / EPSS / reachability ↑"
- **Audit view**: Timeline of exception lifecycle (who/why, evidence, re-checks)
- **Policy hooks**: "allow only if: reason evidence present max TTL X owner = team-Y"
- **Inheritance**: repoimageenv scoping with explicit shadowing
### 6.3 Exception CLI
```bash
stella exception create \
--cve CVE-2025-1234 \
--scope image:repo/app:tag \
--reason "Feature disabled" \
--evidence att:sha256:... \
--ttl 30d
```
### 6.4 Break-Glass Policy
Exceptions permitted only for:
- Incident mitigation or customer harm prevention
- Urgent security fix (actively exploited or high severity)
- Legal/compliance deadline
**Requirements:**
- Recorded rationale in PR/release ticket
- Named approvers: DM + on-call owner; PM for customer-impacting risk
- Mandatory follow-up within 5 business days
- **Budget penalty:** +50% of change's RRS
---
## 7. VEX Trust Scoring
### 7.1 Evidence Atoms
For every VEX statement, extract:
- **scope**: package@version, image@digest, file hash
- **claim**: affected, not_affected, under_investigation, fixed
- **reason**: reachable?, feature flag off, vulnerable code not present
- **provenance**: who said it, how it's signed
- **when**: issued_at, observed_at, expires_at
- **supporting artifacts**: SBOM ref, in-toto link, CVE IDs
### 7.2 Confidence Score (C: 01)
Multiply factors, cap at 1:
| Factor | Weight |
|--------|--------|
| DSSE + Sigstore/Rekor inclusion | 0.35 |
| Hardware-backed key or org OIDC | 0.15 |
| NVD source | 0.20 |
| Major distro PSIRT | 0.20 |
| Upstream vendor | 0.20 |
| Reputable CERT | 0.15 |
| Small vendor | 0.10 |
| Reachability proof/test | 0.25 |
| Code diff linking | 0.20 |
| Deterministic build link | 0.15 |
| "Reason" present | 0.10 |
| 2 independent concurring sources | +0.10 |
### 7.3 Freshness Score (F: 01)
```
F = exp(Δdays / τ)
```
**τ values by source class:**
- Vendor VEX: τ = 30
- NVD: τ = 90
- Exploit-active feeds: τ = 14
**Update reset:** New attestation with same subject resets Δdays.
**Expiry clamp:** If `now > expires_at`, set F = 0.
### 7.4 Claim Strength (S_claim)
| Claim | Base Weight |
|-------|-------------|
| not_affected | 0.9 |
| fixed | 0.8 |
| affected | 0.7 |
| under_investigation | 0.4 |
**Reason multipliers:**
- reachable? +0.15 to "affected"
- "feature flag off" +0.10 to "not_affected"
- platform mismatch +0.10
- backport patch note (with commit hash) +0.10
### 7.5 Lattice Merge
Per evidence `e`:
```
Score(e) = C(e) × F(e) × S_claim(e)
```
Merge in distributive lattice ordered by:
1. **Claim precedence**: not_affected > fixed > affected > under_investigation
2. Break ties by **Score(e)**
3. If competing top claims within ε (0.05), **escalate to "disputed"** and surface both with proofs
### 7.6 Worked Example
**Small vendor Sigstore VEX (signed, reason: code path unreachable, issued 7 days ago):**
- C ≈ 0.35 + 0.10 + 0.10 + 0.25 = 0.70
- F = exp(7/30) ≈ 0.79
- S_claim = 0.9 + 0.10 = 1.0 (capped)
- **Score ≈ 0.70 × 0.79 × 1.0 = 0.55**
**NVD entry (affected, no reasoning, 180 days old):**
- C ≈ 0.20
- F = exp(180/90) ≈ 0.14
- S_claim = 0.7
- **Score ≈ 0.20 × 0.14 × 0.7 = 0.02**
**Outcome:** Vendor VEX wins → **not_affected** with linked proofs.
---
## 8. UI/UX Patterns
### 8.1 Three-Pane Layout
1. **Categories Pane**: Filterable list of change categories
2. **Items Pane**: Delta items within selected category
3. **Proof Pane**: Evidence details for selected item
### 8.2 Visual Diff Components
| Component | Purpose |
|-----------|---------|
| `DeltaSummaryStripComponent` | Risk delta header: "Risk ↓ Medium → Low" |
| `ProofPaneComponent` | Evidence rail with witness paths |
| `VexMergeExplanationComponent` | Trust algebra visualization |
| `CompareViewComponent` | Side-by-side before/after |
| `TriageShortcutsService` | Keyboard navigation |
### 8.3 Micro-interactions
- **Hover changed node** → inline badge explaining *why it changed*
- **Click rule change** → spotlight the exact subgraph it affected
- **"Explain like I'm new" toggle** → expand jargon into plain language
- **"Copy audit bundle"** → export delta + evidence as attachment
### 8.4 Hotkeys
| Key | Action |
|-----|--------|
| `1` | Focus changes only |
| `2` | Show full graph |
| `E` | Expand evidence |
| `A` | Export audit |
### 8.5 Empty States
- **Incomplete evidence**: Yellow "Unknowns present" ribbon with count and collection button
- **Huge graphs**: Default to "changed neighborhood only" with mini-map
---
## 9. CI/CD Integration
### 9.1 API Endpoints
| Endpoint | Purpose |
|----------|---------|
| `POST /evaluate` | Returns `verdict.json` + attestation |
| `POST /delta` | Returns `delta.json` (signed) |
| `GET /replay?manifest_sha=` | Re-executes with cached snapshots |
| `GET /evidence/:cid` | Fetches immutable evidence blobs |
### 9.2 CLI Commands
```bash
# Verify delta between two versions
stella verify delta \
--from abc123 \
--to def456 \
--policy prod.json \
--print-proofs
# Create exception
stella exception create \
--cve CVE-2025-1234 \
--scope image:repo/app:tag \
--reason "Feature disabled" \
--evidence att:sha256:... \
--ttl 30d
# Replay a verdict
stella replay \
--manifest-sha sha256:... \
--assert-identical
```
### 9.3 Exit Codes
| Code | Meaning |
|------|---------|
| 0 | PASS - Release allowed |
| 1 | FAIL - Gate blocked |
| 2 | WARN - Proceed with caution |
| 3 | ERROR - Evaluation failed |
### 9.4 Pipeline Recipe
```yaml
release-gate:
script:
- stella evaluate --subject $IMAGE_DIGEST --policy $GATE_POLICY
- |
if [ $? -eq 1 ]; then
echo "Gate blocked - risk budget exceeded or policy violation"
exit 1
fi
- stella delta --from $BASELINE --to $IMAGE_DIGEST --export audit-bundle.zip
artifacts:
paths:
- audit-bundle.zip
```
---
## 10. Data Models
### 10.1 Scan Manifest
```json
{
"sbom_sha256": "sha256:...",
"vex_set_sha256": ["sha256:..."],
"reach_subgraph_sha256": "sha256:...",
"feeds_snapshot_sha256": "sha256:...",
"policy_bundle_sha256": "sha256:...",
"engine_version": "1.0.0",
"policy_semver": "2025.12",
"options_hash": "sha256:..."
}
```
### 10.2 Verdict
```json
{
"risk_score": 42,
"status": "pass|warn|fail",
"unknowns_count": 3,
"evidence_refs": ["sha256:...", "sha256:..."],
"explanations": [
{"template": "CVE-{cve} suppressed by VEX claim from {source}",
"params": {"cve": "2025-1234", "source": "vendor"}}
]
}
```
### 10.3 Smart-Diff Predicate
```json
{
"predicateType": "stellaops.dev/predicates/smart-diff@v1",
"predicate": {
"baseImage": {"name":"...", "digest":"sha256:..."},
"targetImage": {"name":"...", "digest":"sha256:..."},
"diff": {
"filesAdded": [...],
"filesRemoved": [...],
"filesChanged": [{"path":"...", "hunks":[...]}],
"packagesChanged": [{"name":"openssl","from":"1.1.1u","to":"3.0.14"}]
},
"context": {
"entrypoint":["/app/start"],
"env":{"FEATURE_X":"true"},
"user":{"uid":1001,"caps":["NET_BIND_SERVICE"]}
},
"reachabilityGate": {"reachable":true,"configActivated":true,"runningUser":false,"class":6}
}
}
```
---
## Appendix A: Success Metrics
| Metric | Description |
|--------|-------------|
| **Mean Time to Explain (MTTE)** | Time from "why did this change?" to "Understood" |
| **Change Failure Rate** | % of releases causing incidents |
| **MTTR** | Mean time to recovery |
| **Gate Compliance Rate** | % of releases following required gates |
| **Budget Utilization** | Actual RP consumed vs. allocated |
---
## Appendix B: Related Documents
| Document | Relationship |
|----------|--------------|
| [`docs/modules/policy/architecture.md`](../modules/policy/architecture.md) | Policy Engine implementation |
| [`docs/modules/scanner/architecture.md`](../modules/scanner/architecture.md) | Scanner/Reachability implementation |
| [`docs/modules/web/smart-diff-ui-architecture.md`](../modules/web/smart-diff-ui-architecture.md) | UI component specifications |
| [`SPRINT_20251226_007_BE_determinism_gaps.md`](../implplan/SPRINT_20251226_007_BE_determinism_gaps.md) | Determinism implementation sprint |
---
## Appendix C: Archive References
The following advisories were consolidated into this document:
| Original File | Archive Location |
|--------------|------------------|
| `25-Dec-2025 - Building a Deterministic Verdict Engine.md` | (kept in place - primary reference) |
| `26-Dec-2026 - DiffAware Releases and Auditable Exceptions.md` | `archived/2025-12-26-superseded/` |
| `26-Dec-2026 - SmartDiff as a Core Evidence Primitive.md` | `archived/2025-12-26-superseded/` |
| `25-Dec-2025 - Visual Diffs for Explainable Triage.md` | `archived/2025-12-26-triage-advisories/` |
| `26-Dec-2026 - Visualizing the Risk Budget.md` | `archived/2025-12-26-triage-advisories/` |
| `26-Dec-2026 - Weighted Confidence for VEX Sources.md` | `archived/2025-12-26-vex-scoring/` |
**Technical References (not moved):**
- `archived/2025-12-21-moat-gap-closure/14-Dec-2025 - Smart-Diff Technical Reference.md`
- `archived/2025-12-21-moat-phase2/20-Dec-2025 - Moat Explanation - Risk Budgets and Diff-Aware Release Gates.md`