---
version: 0.33.0
date: 2026-06-25
headline: "Minor release for status, model, ggufload, gateway"
themes:
  - "status"
  - "model"
  - "ggufload"
  - "gateway"
  - "tools"
  - "cachemeta"
  - "scripts"
  - "notes"
highlights:
  - "docs(status): refresh generated dispatch status (fak docs)"
  - "feat(model): implement MiniMax-M3 MSA session cache (#496) (fak model)"
  - "perf(ggufload): reuse one f32 arena across GGUF->Q8 quant-on-load (#440) (fak ggufload)"
  - "test(gateway): fix latency gate under race instrumentation (#282) (fak gateway)"
  - "fix(tools): make release publish dry-run tag-based (fak tools)"
  - "feat(cachemeta): add quality-gated compress-and-demote on the eviction path (#523) (fak cachemeta)"
  - "test(scripts): add offline fetch-model integrity test (#631) (fak dogfood)"
  - "docs(notes): add Track F integration/tooling parity tracker (#302) (fak docs)"
---

**TL;DR** - Automatic minor release cut from 300 commit(s) since the previous tag.

## status

- docs(status): refresh generated dispatch status (fak docs)
- docs(status): refresh generated dispatch and llms index (fak docs)
- docs(status): refresh generated dispatch status (fak docs)
- docs(status): refresh generated dispatch and llms index (fak docs)

## model

- feat(model): implement MiniMax-M3 MSA session cache (#496) (fak model)
- test(model): add Q4K native parity gate (#439) (fak model)
- test(model): add distributed ForwardTP witness (fak model)
- test(model): add Vulkan budget close witness (fak model)
- fix(model): harden GLM DSA throughput path (#724 #725 #726) (fak model)
- feat(model): add a load-time device-fit pre-check (#709) (fak model)
- feat(model): add a load-time device-fit pre-check (#709) (fak model)
- feat(model): pre-check device fit before load OOM (#709) (fak model)
- fix(model): free per-token GLM-DSA device uploads + recycle so a long prefill stops OOMing (fak model)

## ggufload

- perf(ggufload): reuse one f32 arena across GGUF->Q8 quant-on-load (#440) (fak ggufload)
- fix(ggufload): re-pin GLM-5.2 GGUF spellings to the real glm-dsa header (fak ggufload)

## gateway

- test(gateway): fix latency gate under race instrumentation (#282) (fak gateway)
- perf(gateway): add dynamic padding-aware batch composition (#272) (fak gateway)
- test(gateway): measure adjudication latency under 100us (#282) (fak gateway)
- fix(gateway): reject invalid sampling params with 400 on ingress (#326) (fak gateway)
- feat(gateway): add session reset and shared task surfaces (fak gateway)
- feat(gateway): add fak_session_reset MCP tool for cooperative budget reset (#742) (fak gateway)
- feat(gateway): add replica router skeleton (fak gateway)
- feat(gateway): add a repetition-loop breaker for local-model dogfood (fak gateway)
- feat(gateway): implement Anthropic planner streaming (#47) (fak gateway)
- feat(gateway): enforce session control on the proxy path - refuse a held session's next request (fak gateway)
- fix(gateway): commit the session-list source referenced by the committed routes (fak gateway)
- feat(gateway): add ensemble routing dispatch - N adjudicated submits + Combine (fak gateway)
- feat(gateway): add per-call model routing into dispatch - set ToolCall.Engine pre-submit (fak gateway)
- feat(gateway): make fak's in-kernel forward a first-class tool-calling planner + opt-in kernel dogfood mode (fak gateway)

## tools

- fix(tools): make release publish dry-run tag-based (fak tools)
- fix(tools): make SEO crawlable directory test portable (fak tools)
- fix(tools): witness silent issue-worker spawn failures (fak tools)
- fix(tools): fix opencode worker cap accounting (fak tools)
- feat(tools): co-travel agent-memory on resume re-home + align project_slug to the harness (fak tools)
- feat(tools): make the dogfood audit-zero self-diagnosing (fak tools)
- fix(tools): align claude dispatch auth with probes (fak tools)
- test(tools): add a gate so every tools/*_test.py must run or be explicitly quarantined (fak tools)
- test(tools): add the browser-demo audit toolkit (registry + link/command/contract/http/headless witnesses) (fak tools)
- fix(tools): prevent stale loop counts from wedging issue dispatch (fak tools)
- fix(tools): make guarded-worker audit per-session and kill the worker tree on timeout (fak tools)
- feat(tools): add a dogfood-coverage scorecard that measures kernel-in-the-loop (fak tools)
- fix(tools): verify resolver pid sidecars before liveness accounting (fak tools)
- feat(tools): dogfood the kernel - route fleet dispatch workers through fak guard by default (fak tools)
- fix(tools): add issue-worker cap accounting to dispatch preflight (fak tools)
- feat(tools): add current Codex readiness KPI (fak tools)
- feat(tools): add deterministic tail-wag audit backing tool so /tail-wag can gate (#711) (fak tools)
- feat(tools): add guard against bare ~/.claude config-home hardcode (#606) (fak tools)
- feat(tools): add launch-admission gate so no launcher can storm (#617) (fak tools)
- feat(tools): add canonical kernel-owned task-identity primitive (#618) (fak tools)
- feat(tools): add per-turn marginal cost ledger + live O(1)-vs-append-only bench (fak tools)
- feat(tools): add shadow-mode account-switcher savings observer (fak tools)
- feat(tools): deepen agent-readiness scorecard with paste-and-run success KPIs (fak tools)
- fix(tools): sync_memory follows CLAUDE_CONFIG_DIR, not hardcoded ~/.claude (fak tools)
- fix(tools): register worktree doctor as S4U so it stops flashing a console window (fak tools)
- feat(tools): add projected kernel-owned cache regime (E) to ctxcost (fak tools)
- fix(tools): point the README freshness auditor at the repo-root BENCHMARK-AUTHORITY.md (fak tools)
- feat(tools): add the README visual-density auditor + chart the industry scorecard (fak tools)

## cachemeta

- feat(cachemeta): add quality-gated compress-and-demote on the eviction path (#523) (fak cachemeta)

## scripts

- test(scripts): add offline fetch-model integrity test (#631) (fak dogfood)
- fix(scripts): harden model-fetch (checksum + non-interactive + fallback) (#631) (fak dogfood)

## notes

- docs(notes): add Track F integration/tooling parity tracker (#302) (fak docs)
- docs(notes): bind Track B parity tracker to epic + name the repoint fix (#306) (fak docs)
- docs(notes): inventory internal benchmark KPIs + ~30 agentic lifecycle KPIs (fak docs)
- docs(notes): add SIMD CPU parity tracker vs llama.cpp (#400) (fak docs)
- docs(notes): add idea-scout triage - PrologMCP is a server fak governs, not a kernel component (#584) (fak docs)
- docs(notes): add the GPU server cross-engine serving data + next steps (fak docs)
- docs(notes): add the vocabulary-disambiguation worklist (fak docs)
- docs(notes): add the GLM-5.2 native-throughput results + honest benchmarking plan (fak docs)
- docs(notes): add the agent-anatomy disambiguation map (fak docs)
- docs(notes): add idea-scout triage - CLAWAUDIT runtime audit is prior art (#585) (fak docs)
- docs(notes): correct MacBook agentic-bench note - fak swebench already ships the cross-laptop runner (fak docs)
- docs(notes): three-layer agent-optimization survey, grounded in fak (fak docs)

## track-d

- docs(track-d): add agent-framework parity status tracker (#304) (fak docs)

## perf

- docs(perf): add Track B parity status tracker (fak docs)

## adjudicator

- feat(adjudicator): add reviewable promotion offer without in-process mutation (fak adjudicator)
- feat(adjudicator): add promotion ledger counting clean complain events (fak adjudicator)
- feat(adjudicator): add would_deny rung to the complain-mode admit record (fak adjudicator)
- feat(adjudicator): add per-tool complain set gating admit-and-log (fak adjudicator)
- feat(adjudicator): add read-class default profile and latency benchmark (fak adjudicator)
- fix(adjudicator): restore inline eval spec after profile wiring (fak adjudicator)
- feat(adjudicator): wire RungProfile into Adjudicate drop-safe (fak adjudicator)
- feat(adjudicator): add RungProfile type Policy field and SetPolicy validation (fak adjudicator)
- feat(adjudicator): add riskClass generalizing write/read predicates (fak adjudicator)
- fix(adjudicator): close the configured self-modify floor's stale-subset gap (#386)

## observability

- feat(observability): add elided-rung tag to the FoldExplain decision trace (fak kernel)
- feat(observability): add fak rungstats passive rung-decision read-out (fak rungobs)
- docs(observability): document the per-rung decision distribution + re-derivation honesty boundary (#693) (fak docs)
- feat(observability): aggregate rung-decision distribution over the live verdict stream (#693) (fak rungobs)

## cache

- docs(cache): mark ?2.5 vDSO cachemeta+witness gap closed (#425) (fak cachemeta)
- feat(cache): add vCache M1 warmth-belief estimator + probe harness (fak cache)
- docs(cache): correct the vCache note against the tree + current provider constants (fak cachemeta)
- docs(cache): clarify position-independent-caching system names at first use (#234) (fak docs)
- docs(cache): reconcile AGENTIC verdict with the authorization-only headline (#222) (fak docs)

## sessionreset

- feat(sessionreset): add optional model-call task distiller (fak sessionreset)

## taskmgr

- feat(taskmgr): add a live task-snapshot endpoint to serve and guard (fak taskmgr)
- feat(taskmgr): add witnessed completion distinct from claimed progress (fak taskmgr)
- feat(taskmgr): add default concept vocabulary and helpers (fak taskmgr)
- feat(taskmgr): add ValidateSnapshot schema invariants (fak taskmgr)

## engine

- feat(engine): derive live TierPressure from device memory (#707) (fak engine)
- feat(engine): add the capacity adapter executing a PlanPlacement demote/spill against the live KV cache (#708) (fak engine)
- feat(engine): add RegisterResidencyGate so a registry-reset test can reinstall the real gate (fak engine)

## rsiloop

- test(rsiloop): prove the cheap rung journals an honest row (fak rsiloop)
- feat(rsiloop): make irrelevant-evidence classes skip worktree and suite (fak rsiloop)
- test(rsiloop): prove the harness keeps a proven proof-carrying class (fak rsiloop)
- feat(rsiloop): add -dos-observe to emit dos improve receipts of each keep/revert verdict (fak rsiloop)

## demoui

- feat(demoui): add the shared HTTP serving helpers for the on-box demos (fak demoui)

## session

- feat(session): add optional fleet-wide budget pool for cross-session caps (#744) (fak session)
- fix(session): commit the orphaned Usage/DebitUsage definition decide.go needs (fak session)
- feat(session): add fak session operator CLI to cancel/update a live session in flight (fak session)
- fix(session): strip a peer's in-flight session-image edits swept into main.go (#620) (fak cmd)
- feat(session): add /v1/fak/session control routes over the drive-state table (#620) (fak gateway)
- docs(session): update the design note's status to reflect the shipped spine (fak docs)
- feat(session): add first-class per-session drive state + wire it into the agent loop (fak session)
- docs(session): design session control state as a first-class queryable value (fak docs)

## shipgate

- test(shipgate): prove per-class determinism and non-forgeability (fak shipgate)
- test(shipgate): prove ClassProofCarrying keeps on gain plus truth-clean (fak shipgate)
- test(shipgate): prove ClassDocsOnly keeps on truth-clean alone (fak shipgate)
- test(shipgate): prove EvidenceProfile map contract (fak shipgate)
- feat(shipgate): implement graduated evidence profiles (fak shipgate)

## dropindemo

- feat(dropindemo): add the splashy drop-in entry-point gallery (fak dropindemo)

## hfhub

- feat(hfhub): add repo-only Hub URI resolution (fak hfhub)

## compute

- fix(compute): separate Vulkan residency pools (fak compute)
- feat(compute): add a device-capacity report seam - the eighth HAL assumption (fak compute)
- fix(compute): ignore Vulkan/CUDA build artifacts at the repo-root path (#458)

## dropin

- feat(dropin): add the canonical drop-in wire-resolution leaf (fak dropin)

## infra

- feat(infra): add the GCP Tier-2 dogfood control VM deploy script (fak infra)

## agent

- feat(agent): add cache-prefix-preserving Anthropic history compaction (fak agent)
- docs(agent): add host-side-loop trust framing and Session glossary rows (#722) (fak agent)

## session-reset

- docs(session-reset): record shipped status, link follow-on issues #740-#744 (#739) (fak docs)

## docs

- fix(docs): correct the second showcase webbench caption to modeled (fak docs)
- fix(docs): correct llms.txt webbench hero to modeled + regen llms-full (fak docs)
- fix(docs): correct docs/index.md webbench hero to modeled (fak docs)
- fix(docs): correct FAQ/gallery/showcase webbench hero to modeled (fak docs)
- fix(docs): correct FAQ/gallery/showcase webbench hero to modeled (fak docs)
- fix(docs): correct webbench docs from "measured" to modeled geometry (fak docs)
- fix(docs): regenerate stale llms-full.txt from committed docs (#728) (fak docs)

## vcachestar

- feat(vcachestar): add star-anchor decision layer (fak vcachestar)

## rsi

- feat(rsi): add a guard-hop overhead RSI loop scaffold (fak rsi)

## benchmark

- fix(benchmark): add back guard-hop bench + session usage files a racing commit dropped (fak benchmark)
- feat(benchmark): add a guard-hop overhead + prompt-cache benchmark harness (fak benchmark)

## general

- docs: refresh CLI/API/FAQ docs drifted by the 12h session-control + benchmark-honesty burst (fak docs)
- docs: document declarative rate_limit knob (fak docs)
- add the M3 Pro own-forward bench battery: 7B decode revised up, live session-value, radix regression (fak benchmark)
- docs: add loops-explainer links from README and the RSI-loop doc (#589) (fak docs)

## dogfood

- feat(dogfood): add the guarded dogfood-fleet launchd unit for node-macos-a (fak dogfood)
- feat(dogfood): add the opt-in gguf/kernel backend to dogfood-claude.sh (#611) (fak dogfood)
- feat(dogfood): wire a dogfood-coverage gate + daily cadence (fak dogfood)
- feat(dogfood): make the Windows ollama path usable out of the box (fak dogfood)
- fix(dogfood): restore the missing local_shim.py engine + Windows client-timeout parity (fak claude)
- fix(dogfood): auto-pick a local backend instead of dead-ending on missing ollama
- fix(dogfood): build the committed trunk when a peer's WIP breaks the working tree

## fleet

- refactor(fleet): make rehome_targets a public ranking seam (fak fleet)
- feat(fleet): add rank-stamped wave membership to allocate_wave + spawn (#650) (fak tools)
- fix(fleet): gate re-home on a fresh account-health verdict, refuse carried (#619) (fak tools)
- fix(fleet): resume a stale STOPPED_LIMIT session in place on a healthy owner (#621) (fak tools)
- feat(fleet): kill stale-throttle false-positive + add http_status/freshness signals (fak fleet)

## kernel

- test(kernel): prove result-side VerdictDeny is honored through the Reap fold (fak kernel)
- feat(kernel): implement result-side deny and witness fold (fak kernel)
- feat(kernel): add VerdictIndeterminate + lazy short-circuiting chain fold (#657)
- feat(kernel): add retry_after to the WAIT deny-as-value (#699) (fak kernel)

## vcachewarm

- feat(vcachewarm): add the vCache dedicated-warming decision layer (fak vcachewarm)

## region

- feat(region): add kernel-adjudicated one-sided shared window over the Resolver seam (fak region)
- docs(region): tighten RMA scope wording (#654) (fak docs)
- docs(region): document shared-result RMA analogue (#654) (fak docs)

## visuals

- fix(visuals): correct hero image+video from "measured" to modeled 9.7x (fak visuals)
- docs(visuals): add the loops-all-the-way-down figure (#589) (fak docs)

## examples

- docs(examples): add runnable READMEs for the 14 demo commands (fak examples)
- feat(examples): add OpenAI guardrail adoption adapter (fak examples)
- fix(examples): shrink the adjudication-demo default model and replace its ollama dead-end
- docs(examples): state runtime/determinism/scope + capture extdriver output - demo-robustness 5->0, demo-quality 3->0 (fak examples)
- docs(examples): add operator observability walkthrough (/metrics + /debug/vars) (#328) (fak gateway)
- docs(examples): add wire-side quarantine demo for POST /v1/fak/admit (#334) (fak gateway)

## adoption

- docs(adoption): record live vendor pilot evidence (fak experiments)
- docs(adoption): add vendor adoption scorecard (fak docs)

## snapshot

- test(snapshot): add bit-exact determinism witness for snapshot codecs (fak snapshot)
- feat(snapshot): add over-the-wire live fleet dump/restore (fak cmd)
- feat(snapshot): add the fak snapshot CLI - dump/restore any primitive (fak cmd)

## abi

- feat(abi): add additive-only ABI message-shape freeze (fak abi)
- fix(abi): harden the engine lifecycle seam per the interface review (#46) (fak abi)
- feat(abi): add the admit/step/stream/cancel engine lifecycle seam (#46) (fak abi)
- feat(abi): add async residency-transfer methods to the KVBackend seam (#638) (fak abi)
- feat(abi): add importable pkg/abi vendor shim + an out-of-tree example driver (#454) (fak abi)

## model-routing

- docs(model-routing): document result-side scope ceiling (fak docs)

## readme

- fix(readme): correct webbench hero from "measured" to modeled, fence to BENCHMARK-AUTHORITY (fak readme)
- docs(readme): split the lone overlong sentence and break the flip-1 wall - appeal-debt 2->0 (fak docs)
- docs(readme): re-stamp to v0.32.0 and gloss first-screen jargon (fak docs)
- docs(readme): add a diagram to every text-only README (fak docs)

## fak

- docs(fak): add the always-on dogfood server design + launchd fak serve + mac keep-awake (fak docs)

## claude

- docs(claude): add DOS hook matcher audit note (fak docs)
- feat(claude): add DOS witness gates (fak claude)
- fix(claude): make Windows dogfood launcher parse (fak claude)

## webbench

- test(webbench): declare chat endpoint role (#723) (fak architest)
- feat(webbench): add serving parity harness (fak webbench)

## agent-machine-link-protocol

- docs(agent-machine-link-protocol): reconcile schema identifiers (#105)

## experiments

- docs(experiments): resolve f32 baseline as GraphCompile-default + wrong-precision-bar, not a broken kernel (#377)
- docs(experiments): resolve WSL2 missing Q8 CUDA runtime via no-sudo toolkit (#378)
- docs(experiments): resolve Q8 3B 9.2-vs-target as a base-clock state, not a kernel floor (#379)
- docs(experiments): add overnight RSI track-stability series

## vcache

- fix(vcache): fix codex telemetry status (#727) (fak fak)
- feat(vcache): add codex live telemetry testing (#727) (fak fak)
- feat(vcache): add M4 chains & recall with cost-gated rebuild, off by default (#719) (fak vcachechain)
- docs(vcache): add replayable codex telemetry artifact (#727) (fak experiments)
- feat(vcache): add codex cached-token telemetry proof (#727) (fak fak)

## fanbench

- test(fanbench): add longctx-probe invariant tests for #431 no-extrapolation contract (fak experiments)
- bench(fanbench): add task-quality litmus lane wiring coverage@N/realized@N to the cost grid (#429) (fak experiments)
- bench(fanbench): add tuned shared-prefix peer baselines + 3-axis table (#430) (fak fanout)
- feat(fanbench): record real long-context prefill ceilings vs the modeled pscale curve (#431) (fak experiments)

## serving

- docs(serving): add GLM-5.2 full-size serving witness runbook (#413) (fak docs)
- docs(serving): add throughput-trust shared-spine plan; scrub external L3-cache codename (fak docs)

## wfmembench

- feat(wfmembench): add 3-arm workflow-memory benchmark with stale/poison replay (#434) (fak wfmembench)

## ablate

- docs(ablate): add measured cross-agent run to the honesty ledger (#623) (fak ablate)
- feat(ablate): add cross-agent (Regime B) controller + measured K=5 pong run (#623) (fak ablate)
- docs(ablate): commit deterministic vDSO self-ablation artifact + authority row (#607) (fak ablate)
- feat(ablate): add internal/ablate N-arm feature-sweep + 'fak ablate' verb (fak ablate)

## scorecard

- feat(scorecard): add per-metric early-warning lens to the control pane (#712) (fak tools)

## glossary

- docs(glossary): add shared-result pool issue (fak docs)
- docs(glossary): add vcache telemetry issue (fak docs)
- docs(glossary): clarify shared-memory vocabulary (fak docs)

## vcachegov

- feat(vcachegov): prove Claude cache telemetry (fak vcachegov)

## api-reference

- docs(api-reference): add the /v1/fak/session(s) live-control routes (fak docs)

## tokenizer

- test(tokenizer): cover metaspace incremental decode (#48) (fak tokenizer)
- feat(tokenizer): add incremental detokenizer (#48) (fak tokenizer)

## cuda

- feat(cuda): add a CUDA-dev-process scorecard, ABI-parity gate, witness aggregator + auto CI gate (fak tools)

## resume

- fix(resume): relax the fleet burst cap for a single interactive resume (fak tools)
- fix(resume): mirror the transcript into the caller's cwd slug so resume works from any dir (fak tools)
- feat(resume): re-home org-disabled sessions + dedup identical repeating tasks (fak resume)
- fix(resume): re-home the freshest copy when a duplicate session's newest is walled (fak tools)
- fix(resume): stop pinning resumes onto stale-throttled / walled accounts (fak tools)

## policy

- docs(policy): add the rate_limit manifest knob and WAIT/retry_after to the schema reference (#699) (fak docs)
- feat(policy): add rate_limit to the fak-policy/v1 manifest (#699) (fak policy)
- feat(policy): add structural arg-scoped git_push protected-ref floor (#449) (fak policy)
- fix(policy): scope example-parse test to fak-policy manifests (fak policy)

## accounts

- fix(accounts): derive the skip_active_throttle fixture reset from now, not a fixed date (fak tools)
- test(accounts): add probe-ledger fresh-probe consult tests (fak tools)
- fix(accounts): consult the active-probe ledger so a fresh OK clears a carried throttle (fak tools)
- fix(accounts): list a row per roster dir so a shared-account dir cannot hide (fak accounts)
- feat(accounts): make `list` roster-driven so blocked/un-backed-up accounts show (fak accounts)
- fix(accounts): back up oauth-token-only dirs (gem5/gem8 were skipped) (fak accounts)

## stability-scorecard

- feat(stability-scorecard): add the sentinel/invariant/revert/drift stability scorecard + operator rollback runbook (fak tools)

## ifc

- feat(ifc): enforce the result-side ShareScope ceiling on the share path (#687) (fak ifc)

## ratelimit

- style(ratelimit): gofmt the retry_after test (#699) (fak ratelimit)
- feat(ratelimit): add advisory retry_after to the over-cap WAIT deny (#699) (fak ratelimit)

## cmd

- feat(cmd): wire manifest rate_limit into the governor at boot and reload (#699) (fak cmd)

## a2achan

- fix(a2achan): add an unconditional ScopeAgent refusal to pub/sub Publish (fak a2achan)
- docs(a2achan): add the in-kernel A2A channel doc + CLAIMS ledger rows (fak docs)
- feat(a2achan): add one-to-many pub/sub fan-out over the message channel (fak a2achan)
- feat(a2achan): in-kernel agent-to-agent message channel (fak a2achan)

## verification

- docs(verification): add tracking-issue links (#705) to the verification-ladder roadmap (fak docs)
- docs(verification): add the verification-ladder doctrine + epic roadmap (fak docs)

## a2ademo

- feat(a2ademo): add no-key in-kernel A2A channel proof (fak a2ademo)

## sessionimage

- feat(sessionimage): add portable session image + uniform snapshot dump/restore seam (fak sessionimage)

## explainers

- docs(explainers): add the two-axis loop expansion (below the tool call, beyond RSI) (#589) (fak docs)
- docs(explainers): add the agentic-loops thesis, fak as the loop kernel (fak docs)

## kvmmu

- test(kvmmu): add a default-wiring proof for the KVBackend residency pair (#638) (fak kvmmu)
- feat(kvmmu): invert the KV enforcement seam through abi.RegisterKVBackend (#385) (fak kvmmu)

## checkpoint

- fix(checkpoint): close the within-turn gap by discovering the transcript pointer in the periodic crash-survivor (#634) (fak tools)
- feat(checkpoint): add durable session work-status checkpoint to GitHub (fak tools)

## security

- docs(security): clarify COMPARE-security-model-vs-guardrails is a private companion (#217) (fak docs)
- docs(security): add ring-3 definition + link to the capability-floor visual (#219) (fak docs)
- docs(security): fix capability-floor visual effect-column header (#220)

## industry-scorecard

- docs(industry-scorecard): add model-routing dimension vs surveyed routers (#605) (fak tools)

## architest

- fix(architest): declare the now-committed internal/ablate at tier 4 (fak architest)
- fix(architest): remove the stale internal/ablate tier entry (uncommitted package) (fak architest)
- fix(architest): add the internal/session tier-1 declaration to complete the tier table (fak architest)

## bench

- feat(bench): add vLLM as a first-class comparison peer (tax witness, gcp_bench engine, scorecard) (fak tools)

## fleet-sessions

- fix(fleet-sessions): skip <local-command-caveat> wrapper so distinct /goal workers don't false-dedup (fak tools)

## trajectory

- docs(trajectory): document the trajectory observability primitives + the reference gardening skill (fak docs)
- feat(trajectory): add trajectory data plane + reference vector-similarity + scorer seam (fak trajectory)

## traj

- feat(traj): add the fak traj gardening CLI over a trajectory corpus (fak cmd)

## modelroute

- feat(modelroute): offline routing benchmark, per-aspect+ensemble vs single-model (#613) (fak modelroute)
- docs(modelroute): add how-it-works data flow + manifest reference, index in llms.txt (fak docs)
- docs(modelroute): add how-it-works data flow + manifest reference, index in llms.txt (fak docs)
- feat(modelroute): add named single-purpose routing presets (#614) (fak modelroute)
- feat(modelroute): add first-class per-aspect + ensemble model routing (fak modelroute)

## strategy

- docs(strategy): grounded mobile/edge/IoT go-to-market for fak (fak docs)

## l3cache

- docs(l3cache): add CAMA L3 disaggregated-cache semantics positioning study (#79) (fak docs)

## glmdsatput

- fix(glmdsatput): link the cuda backend via build_cuda.sh's resolved CGO env (fak experiments)
- feat(glmdsatput): record native GLM-5.2 decode/prefill tok/s on the device (fak experiments)

## route

- feat(route): add a rough "usage saved vs SOTA frontier" cost lens to model routing (fak modelroute)

## glm-gpu-witness

- test(glm-gpu-witness): record GLM-5.2 sm_80 witness at HEAD f39796e (fak experiments)
- test(glm-gpu-witness): record GLM-5.2 sm_80 witness at origin/main HEAD 59bc40f (fak experiments)

## integrations

- fix(integrations): replace stale fleet/fak clone path + placeholder commands (fak docs)

## index

- docs(index): point at the live issue tracker instead of a hard-coded open count (#262)

## migration

- docs(migration): reconcile #223 acceptance criteria against shipped migration-guide (fak docs)

## memory

- docs(memory): resolve REFUSE budget-vs-security overload in contextq verdict (#225) (fak docs)
- docs(memory): disambiguate SKILL-CONTEXT-MEMORY.md path in cli-reference (#229) (fak docs)

## benchmark-authority

- fix(benchmark-authority): resolve artifact paths for outsiders, disclose SHA provenance (fak benchmark)

## contextq

- docs(contextq): add SKILL-CONTEXT-MEMORY.md, resolve the dangling cli-reference link (#513) (fak docs)

## demos

- fix(demos): compare only to the tuned SOTA baseline, drop the naive worst-case lane (fak demos)

## brand

- fix(brand): remove the firewall framing from the explainer video, lead with the agent-kernel/syscall spine (#592) (fak docs)
- feat(brand): wire #591 naming-consistency guard into CI hygiene gates (fak tools)
- docs(brand): make the syscall mental model the lede + own the AEO long-tails (#593) (fak docs)
- feat(brand): add a naming-consistency guard for the product descriptor (fak tools)
- docs(brand): rename enterprise surfaces to "Netra Fused Agent Kernel" / fak (#594)

## ctxtape

- feat(ctxtape): add the portable context-tape renderer - any trajectory, RSI, education (fak ctxtape)

## cacheobs

- feat(cacheobs): add live in-kernel KV-prefix reuse metrics - the cache cliff, observable in any run (fak cacheobs)

## ci

- test(ci): add the dispatch/supervisor worker tests to the CI gate (fak ci)

## dispatchworker

- feat(dispatchworker): cut the DOS dispatch launch over to the Go binary (fak tools)

## salience

- feat(salience): add the first wired consumer of dos salience (fak tools)

## dispatch

- fix(dispatch): decode gh issue JSON as utf-8 so the resolve dispatcher survives non-cp1252 issue text (fak tools)
