ARW

Backlog

Updated: 2025-09-17 Type: Reference

This backlog captures concrete work items and near-term priorities. The Roadmap focuses on higher‑level themes and time horizons; see About → Roadmap for strategic context.

Status: unless noted, items are todo. Items that have task IDs link to the tracker under Developer → Tasks.

Scope Badges

We mirror the roadmap’s scope badges so every backlog line shows which slice of Complexity Collapse it advances:

• [Kernel] — Hardens the runtime, policy, and journal so the “Collapse the Kernel” thrust stays minimal, dependable, and auditable.
• [Pack: Collaboration] — Optional collaboration, UI, and workflow packs that give calm surfaces and governance without bloating the kernel.
• [Pack: Research] — Optional research, experimentation, and memory packs that extend retrieval, clustering, and replay while staying pluggable.
• [Pack: Federation] — Optional federation packs that let multiple installs cooperate under shared policy, budgets, and accountability.
• [Future] — Bets incubating beyond the active quarter; they stay visible but outside the current Complexity Collapse execution window.

Badges can be combined (for example, [Pack: Collaboration][Future]) to show both the optional pack and that the work sits beyond the active delivery window.

Now (Weeks)

Complexity Collapse (Cross-cutting)

• [Kernel] One service API surface (/state, /events, /actions) with no side channels
• [Kernel] Single SQLite journal with content-addressed blobs; derive read-models and caches
• [Kernel] Job model & scheduler as the only execution path; unify local and remote runners
• [Kernel] Patch engine for all writes with diff preview and rollback
• [Kernel] Documented event taxonomy; views/read-models subscribe to the event stream
• [Kernel] Flows as DAG data executed by a single flow-runner; tools are schema-defined nodes
• [Kernel] Unified retrieval pipeline and memory abstraction (vector/graph/kv/doc) with shared CRUD/stats and index hygiene
• [Kernel] Capability/lease system with node-local egress proxy; remove per-tool allowlists
• [Kernel] UI: shared right-sidecar, schema-generated forms, and global command palette

Never‑Out‑Of‑Context (High Priority)

• [Pack: Research] [t-250912143001-0001] Context Working Set doc + mkdocs nav — done (this change)
• [Pack: Research] [t-250912143005-0002] Context API: allow slot budgets and return stable pointers (IDs) for all included items — todo
• [Pack: Research] [t-250912143009-0003] Retrieval: add MMR‑style selector across vector/graph mounts and world beliefs — todo
• [Pack: Research] [t-250912143013-0004] Compression cascade: summarize episodes (extract→abstract→outline) into mounts with provenance — todo
• [Pack: Research] [t-250912143017-0005] Failure detectors: emit context.recall_risk and context.coverage with meters in UI — todo
• [Pack: Research] [t-250912143021-0006] Memory hygiene: per‑lane caps + TTL + janitor job with rollups and evictions — todo
• [Pack: Research] [t-250912143025-0007] Logic Unit: ship config‑only Never‑Out‑Of‑Context defaults (budgets, diversity, rehydrate rules) — todo
• [Pack: Research] [t-250912143029-0008] UI: Project Hub panel “What’s in context now” with artifact pointers and rehydrate actions — todo
• [Pack: Research] [t-250912143033-0009] Training Park: dials for diversity/recency/compression; recall‑risk and coverage meters — todo

UI Coherence

• [Pack: Collaboration] Universal right‑sidecar across Hub/Chat/Training; subscribe once to /events — done (initial lanes)
• [Pack: Collaboration] Command Palette: global search + actions; attach agent to project; grant scoped permissions with TTL — done (initial)
• [Pack: Collaboration] Compare: Hub Text/JSON (Only changes/Wrap/Copy), Image slider, CSV/Table key‑diff — done
• [Pack: Collaboration] Compare: Chat A/B pin‑to‑compare and diff — done
• [Pack: Collaboration] Events window: presets (state/models/tools/egress/feedback), include/exclude body filters, pretty/wrap/pause — done
• [Pack: Collaboration] Events window: RPU preset (rpu.*) — done
• [Pack: Collaboration] Logs window: route filter and focus tables mode — done
• [Pack: Collaboration] Screenshots: precise screen/window/region capture (with preview), sidecar Activity thumbnails — done
• [Pack: Collaboration] OCR: default‑on build with Tesseract; Auto OCR toggle in Chat; palette toggle — done
• [Pack: Collaboration] Gallery: modal with Open/Copy/Copy MD/Save to project/Annotate — done
• [Pack: Collaboration] Annotation overlay: draw rectangles; blur+border burn; sidecar JSON — done
• [Pack: Collaboration] Save to project: server import endpoint; path prompt; toast feedback — done
• [Pack: Collaboration] Project Hub (Files): breadcrumbs + Back; filter; inline expandable tree with persisted expansions; drag‑and‑drop upload; per‑project editor overrides; Open in Editor flow — done
• [Pack: Collaboration] Project Hub (Files): notes autosave with inline status; conflict‑aware merge UI with diff + scroll‑sync — done
• [Pack: Collaboration] Project Hub (Files): expand‑on‑search (auto‑expand ancestors of matches) and match highlighting — done
• [Pack: Collaboration] Project Hub (Runs): Pin‑to‑compare available; filters are non‑persistent (view‑only) — done
• [Pack: Collaboration] Accessibility: tree roles/aria‑level/expanded; regions labeled; command palette and gallery as dialogs; focus ring on rows; Compare tabs with role=tablist and roving tabindex — done
• [Pack: Collaboration] Routes: canonicalize admin UI paths (/admin/debug, /admin/ui/*); keep local dev alias /debug; update launcher open path — doing
• [Pack: Collaboration] SSE store: add connection status + resilient auto-reconnect with modest backoff; reuse filters and replay across reconnect — doing
• [Pack: Collaboration] Connections window: allow per-connection admin token; open Events/Logs/Models windows pointed at that base — todo
• [Pack: Collaboration] Per‑project templates: save/apply lanes/grid/focus in Hub — done
• [Pack: Collaboration] Route SLO selector UI: adjustable p95 threshold in Logs/Events — done
• [Pack: Collaboration] Export CSV: route/kind tables — done; table diff export — done (two‑row or wide)
• [Pack: Collaboration] Next: labels/arrows in annotator; redaction presets (regex+OCR); append Markdown to NOTES.md; Pin‑to‑compare from Runs; retention/tagging for gallery; guided countdown for capture.
• [Pack: Collaboration] Next: keyboard shortcuts (global) cheatsheet and discoverability; ARIA polish for Agents/Runs actions; skip‑links across pages; unit tests for /projects/file content_b64 path; virtualize large trees.

Kernel & Triad (NOW)

• [Kernel] [t-250915090001-kern01] Add arw-kernel crate with SQLite/WAL schema (events, artifacts, actions) and CAS helpers — done
• [Kernel] [t-250915090010-kern02] Dual-write bus events to kernel and expose /triad/events?replay=N — done
• [Kernel] [t-250915090020-kern03] Add /actions endpoint backed by kernel with idempotency and policy stub — todo
• [Kernel] [t-250915090030-kern04] Add /state/* views sourced from kernel (episodes, route_stats, models) — todo
• [Kernel] [t-250915090040-kern05] Migrate JSONL events journal to SQLite (remove old env) — plan

Design System & Tokens

• [Pack: Collaboration] [t-250914231200-dsg01] Single‑source tokens (CSS/JSON) under assets/design/ — done
• [Pack: Collaboration] [t-250914231205-dsg02] Sync helper and task (scripts/sync_tokens.sh, just tokens-sync) — done
• [Pack: Collaboration] [t-250914231210-dsg03] Docs: load tokens via extra_css; add Design Theme page — done
• [Pack: Collaboration] [t-250914231215-dsg04] Launcher: adopt tokens across common/index/events/logs/models/connections — done (initial)
• [Pack: Collaboration] [t-250914231220-dsg05] Service Debug UI: replace inline styles with token vars — in progress
• [Pack: Collaboration] [t-250914231225-dsg06] Docs overrides: dedupe variables; rely on tokens only — done
• [Pack: Collaboration] [t-250914231240-dsg09] CI: add tokens sync check step (uses just tokens-check) — done
• [Pack: Collaboration] [t-250914231230-dsg07] Extract ui-kit.css primitives (buttons/inputs/badges) for launcher pages — done
• [Pack: Collaboration] [t-250914231235-dsg08] Contrast audit (WCAG AA) sweep; adjust any low‑contrast cases — todo
• [Pack: Collaboration] [t-250914231245-dsg10] Add W3C tokens pipeline (Style Dictionary) to emit platform targets — plan
• [Pack: Collaboration] [t-250914231250-dsg11] Add prefers-contrast / forced-colors styles for key components — todo
• [Pack: Collaboration] [t-250914231255-dsg12] Tailwind tokens export (JSON) for downstream configs — done

Standards & Docs

• [Kernel] [t-250914231255-std01] Add ADR framework and seed first ADRs (tokens SSoT, event naming) — plan
• [Kernel] [t-250914231300-std02] Optional docs a11y check in CI (axe) — done

Recipes MVP

• [Pack: Collaboration] Finalize spec/schemas/recipe_manifest.json; add doc‑tests and example gallery entries
• [Pack: Collaboration] Gallery UI: install (copy folder), inspect manifest, launch, capture Episodes
• [Pack: Collaboration] Permission prompts (ask/allow/never) with TTL leases; audit decisions as Policy.* events

Logic Units (High Priority)

• [Pack: Research] Manifest and schema (spec/schemas/logic_unit_manifest.json); example units under examples/logic-units/
• [Pack: Research] Library UI: tabs (Installed/Experimental/Suggested/Archived), diff preview, apply/revert/promote
• [Pack: Research] Agent Profile slots + compatibility checks (design + stubs)
• [Pack: Research] A/B dry‑run pipeline wired to Evaluation Harness; per‑unit metrics panel
• [Pack: Research] Research Watcher: ingest feeds; draft config‑only units; Suggested tab source

Last‑mile Structures

• [Pack: Research] Config Patch Engine: dry‑run/apply/revert endpoints; schema validation; audited permission widening
• [Pack: Research] Experiment Orchestrator: start/stop/assign; emit Experiment.*; fold to /state/experiments
• [Pack: Research] Provenance/Snapshots: enrich /state/episode/{id}/snapshot with effective config (units, params, model hash, policies)
• [Pack: Research] AppSec Harness: seed tests; surface violations as policy.decision events; block unsafe tool I/O
• [Pack: Research] Observability (OTel): map timeline to traces (corr_id as trace); correlate metrics/logs
• [Pack: Research] Compliance Mode: workspace switch; record‑keeping + approvals; UI status widget
• [Pack: Research] Supply‑Chain Trust: signed manifests, SBOMs, sandbox defaults; align desktop capabilities with policies
• [Pack: Research] Scheduler/Governor: fair queues, preemption, backpressure, kill‑switch; policy‑aware

Security & Admin

• [Kernel] Admin auth hardening — hashed tokens + per‑token/IP sliding rate‑limit [t-250911230312-0863]
• [Kernel] Per‑route gating layers; slim global admin middleware [t-250911230252-9858]

• [Kernel] Supply‑chain: upgrade GTK/GLib stack to >=0.20 (via wry/gtk/tao/tauri) to resolve RUSTSEC-2024-0429; remove temporary ignore in deny.toml and audit script guard once lockfile carries glib >= 0.20.0.

• [Kernel] Asimov Capsule Guard (plan)
• [Kernel] [t-250916130001-asg01] RPU telemetry + /state/policy/capsules read-model surfacing adoption and TTL — todo
• [Kernel] [t-250916130002-asg02] Layered gating denies/contracts with lease sweeper + emergency teardown hook — plan
• [Kernel] [t-250916130003-asg03] Auto-replay verified capsules before actions/tools/egress/policy evaluation — plan
• [Kernel] [t-250916130004-asg04] Admin UX + CLI for capsule presets, rotation, and audit trails — plan

Caching & Performance (High Priority)

• [Kernel] [t-250913001000-1001] Llama.cpp prompt cache: set cache_prompt: true in requests; doc server --prompt-cache for persistence — in progress
• [Kernel] [t-250913001003-1002] CAS HTTP caching: add ETag, Last-Modified, long‑lived Cache-Control, and 304 handling to /admin/models/by-hash/{sha256} — done
• [Kernel] [t-250913001006-1003] Action Cache (MVP): wrap tools_exec::run with deterministic key (tool id, version, canonical JSON, env signature stub) and CAS’d outputs; Moka front with TTL; tool.cache events — in progress
• [Kernel] [t-250913001009-1004] Singleflight: coalesce identical in‑flight tool runs and expensive read‑model recomputes — todo
• [Kernel] [t-250913001012-1005] Read‑models SSE deltas: stream JSON Patch with Last-Event-ID resume; wire Debug UI to apply patches — todo
• [Kernel] [t-250913001015-1006] Metrics: expose cache hit/miss/age, bytes/latency saved, stampede suppression rate at /state/* and /metrics — todo
• [Kernel] [t-250913001018-1007] Cache Policy manifest + loader: define YAML format, map to env knobs, and plan migration to config‑first overrides — docs done; loader todo
• [Kernel] [t-250914210100-http01] HTTP helpers module (ext::http) for ETag/Last‑Modified/Range parsing; adopt in models blob GET/HEAD — done
• [Kernel] [t-250914210104-http02] Adopt ext::http helpers across any future digest/static file endpoints (keep semantics consistent) — todo
• [Kernel] [t-250914210107-http03] Docs: consolidate HTTP caching semantics into a short reusable snippet and cross‑link from API/Guide — done

Egress Firewall & Posture (Plan)

• [Kernel] Policy: add network scopes (domain/IP/CIDR, port, protocol) and TTL leases; surface in UI.
• [Kernel] Gateway: per‑node loopback proxy (HTTP(S)/WS CONNECT; optional SOCKS5) with allow/deny by SNI/Host and port; deny IP‑literals by default; no TLS MITM.
• [Kernel] DNS Guard: force resolver, block UDP/53/DoH/DoT from tools; short TTLs; log lookups.
• [Kernel] Routing: containers via proxy env + blocked direct egress; host processes with OS firewall rules (allow 127.0.0.1:proxy only for agent PIDs).
• [Kernel] Ledger: append‑only egress ledger with episode/project/node attribution and bytes/$ estimates; pre‑offload preview dialog in UI.
• [Kernel] Posture: Off/Public/Allowlist/Custom per project; default to Public.
• [Kernel] Filesystem & Sensors: sandbox write scopes (project://) and leased mic/cam sidecar access with TTL + audits.
• [Kernel] Cluster: replicate gateway+DNS guard per Worker; propagate policies from Home over mTLS; Workers cannot widen scope.

Lightweight Mitigations (Plan)

• [Kernel] Memory quarantine: add review queue and memory.quarantined/memory.admitted events; admit only with provenance + evidence score.
• [Kernel] Project isolation: enforce per‑project namespaces for caches/embeddings/indexes; “export views” only; imports read‑only and revocable.
• [Kernel] Belief‑graph ingest: queue world diffs; surface conflicts; require accept/apply with audit events.
• [Kernel] Cluster manifest pinning: define signed manifest schema; publish/verify; scheduler filters to trusted manifests.
• [Kernel] Secrets hygiene: vault‑only; redaction pass on snapshots/egress previews; secret‑scanner job for artifacts.
• [Kernel] Hardened headless browsing: disable service workers/HTTP3; same‑origin fetches; DOM‑to‑text extractor; route via proxy.
• [Kernel] Safe archive handling: temp jail extraction with path canonicalization; size/time caps; nested depth limit.
• [Kernel] DNS guard + anomaly: rate‑limit lookups; alert on high‑entropy domain bursts.
• [Kernel] Accelerator hygiene: zero VRAM/buffers between jobs; disable persistence mode where possible; prefer per‑job processes.
• [Kernel] Co‑drive role separation: roles view/suggest/drive; “drive” cannot widen scope or approve leases; tag remote actions.
• [Kernel] Event integrity: mTLS; nonces; monotonic sequence numbers; idempotent actions; reject out‑of‑order/duplicates.
• [Kernel] Context rehydration guard: redaction/classification before reuse in prompts; badge “potentially exportable”; require egress lease if offloaded.
• [Kernel] Operational guardrails: per‑project security posture (Relaxed/Standard/Strict); egress ledger retention + daily review UI; one‑click revoke.
• [Kernel] Hygiene cadence: quarterly key rotation & re‑sign; monthly dependency sweep with golden tests & snapshot diffs.
• [Kernel] Seeded red‑team tests in CI: prompt‑injection, zip‑slip, SSRF, secrets‑in‑logs detector.

Remote Access & TLS

• [Kernel] Dev TLS profiles (mkcert + self‑signed) for localhost
• [Kernel] Caddy production profile with Let’s Encrypt (HTTP‑01/DNS‑01) for public domains
• [Kernel] Reverse‑proxy templates (nginx/caddy) with quick run/stop helpers
• [Kernel] Secrets handling: persist admin tokens only to local env files; avoid committing to configs
• [Kernel] Setup wizards to pick domain/email, validate DNS, and dry‑run cert issuance

Observability & Eventing

• [Kernel] Event journal: reader endpoint (tail N) and topic‑filtered consumers across workers/connectors
• [Kernel] Metrics registry with histograms; wire to /metrics [t-250911230320-8615]
• [Kernel] Docs: surface route metrics/events in docs and status page — done
• [Pack: Collaboration] RPU trust: watcher + endpoints + rpu.trust.changed event + Prometheus gauges — done

Compatibility & Hardware

• [Kernel] GPU probe fallback via wgpu: enumerate adapters across backends — done

State Read‑Models & Episodes

• [Kernel] Observations read‑model + GET /state/observations [t-250912001055-0044]
• [Kernel] Beliefs/Intents/Actions stores + endpoints [t-250912001100-3438]
• [Kernel] Episodes + Debug UI reactive views (truth window) [t-250912001105-7850]
• [Kernel] Debug UI: Episodes filters + details toggle [t-250912024838-4137]

Hierarchy & Governor Services

• [Kernel] Encapsulate hierarchy (hello/offer/accept/state/role_set) and governor (profile/hints) into typed services; endpoints prefer services; publish corr_id events; persist orchestration [t-250912024843-7597]

CLI & Introspection

• [Kernel] Migrate arw-cli to clap (derive, help, completions, JSON flag) [t-250911230329-4722]
• [Kernel] Auto‑generate /about endpoints from router/introspection [t-250911230306-7961] — done
  • [Kernel] /about merges public endpoints (runtime recorder) and admin endpoints (macro registry); entries are METHOD path; deduped and sorted.

Queues, NATS & Orchestration

• [Kernel] Orchestrator: lease handling, nack(retry_after_ms), group max in‑flight + tests [t-250911230308-0779]
• [Kernel] NATS: TLS/auth config and reconnect/backoff tuning; docs and examples [t-250911230316-4765]

Specs & Docs

• [Kernel] Generate AsyncAPI + MCP artifacts and serve under /spec/* [t-250909224102-9629]
• [Kernel] Docgen: gating keys listing + config schema and examples
• [Kernel] AsyncAPI: include rpu.trust.changed channel — done
• [Kernel] Event normalization rollout
  • [Kernel] [t-250913213500-ev01] Add dual-mode warning logs when ARW_EVENTS_KIND_MODE=dual to surface remaining legacy consumers — removed (modes dropped)
  • [Kernel] [t-250913213501-ev02] Update all docs/screenshots/snippets to normalized kinds (models.download.progress, …) — in progress
  • [Kernel] Gallery guide and screenshots guide updates — done
  • [Kernel] [t-250913213502-ev03] Add envelope schema ApiEnvelope<T> in OpenAPI and adopt in responses (opt-in) — todo
  • [Kernel] [t-250913213503-ev04] Add short descriptions to any endpoints with Spectral hints (e.g., /state/models) — done
  • [Kernel] [t-250913213504-ev05] Adjust Spectral AsyncAPI rule to accept dot.case explicitly to remove naming warnings — todo
  • [Kernel] [t-250913213505-ev06] Plan removal: switch all deployments to normalized kinds, then drop legacy/dual paths — done
  • [Kernel] [t-250913213506-ev07] Add deprecation note to release notes (legacy event kinds) — done

Visual Capture (Screenshots)

• [Pack: Collaboration] Screenshot tool (OS‑level): capture entire screen/display or region; save to .arw/screenshots/ and emit screenshots.captured — done
• [Pack: Collaboration] Window crop: obtain Tauri window bounds and crop screenshot to window rectangle — done
• [Pack: Collaboration] OCR pass (optional): run OCR over captured region (tesseract/rapidocr) to extract text for search — in progress (feature‑flag ready; enabled by default)
• [Pack: Collaboration] Sidecar: Activity lane shows recent screenshots as thumbnails with open/copy actions — done
• [Pack: Collaboration] Annotation: overlay + burn tool with sidecar JSON; blur+border — done
• [Pack: Collaboration] Gallery: modal with actions and annotate — done
• [Pack: Collaboration] Policy: gate under io:screenshot and io:ocr; leases and audit — done
• [Pack: Collaboration] Next: redaction presets; labels/arrows; retention and search in gallery; Save to project macro to append Markdown in NOTES.md.

Strict dot.case normalization (no back-compat)

• [Kernel] [t-250914050900-ev10] Update topics SSoT to dot.case only (remove CamelCase constants) — in progress
• [Kernel] [t-250914050902-ev11] Replace all publishers to use topics.rs constants (no hard-coded strings) — in progress
• [Kernel] [t-250914050904-ev12] Debug UI: switch listeners to dot.case only — todo
• [Kernel] [t-250914050906-ev13] Connector: publish task.completed and subjects arw.events.task.completed + node variant — todo
• [Kernel] [t-250914050908-ev14] Update Feature Matrix topics to dot.case — in progress
• [Kernel] [t-250914050910-ev15] Docs: update Events Vocabulary/Topics/Admin Endpoints to dot.case — todo
• [Kernel] [t-250914050912-ev16] CI linter: fail on any publish("...CamelCase...") or legacy subjects — todo
• [Kernel] [t-250914050914-ev17] arw-core gating keys: add events:task.completed and update callers — plan
• [Kernel] [t-250914050916-ev18] Release notes: breaking change, mapping table, migration notes — todo

OpenAPI/Examples

• [Kernel] [t-250913213507-api01] Add examples for /admin/models/jobs and /admin/models/download responses — done
• [Kernel] [t-250913213508-api02] Document public /state/models envelope explicitly or add note about envelope omission in examples — todo

Feedback Engine (Near‑Live)

• [Pack: Collaboration] Engine crate and integration: actor with O(1) stats, deltas via bus, snapshot+persistence [t-250909224102-8952]
• [Pack: Collaboration] UI: near‑live feedback in /debug showing deltas with rationale/confidence [t-250909224103-0211]
• [Pack: Collaboration] Policy hook: shadow → policy‑gated auto‑apply with bounds/rate‑limits [t-250909224103-5251]

Testing

• [Kernel] End‑to‑end coverage for endpoints & gating; fixtures; CI integration [t-250911230325-2116]
• [Kernel] [t-250914210200-test01] Scoped state dir for tests (test_support::scoped_state_dir) to isolate ARW_STATE_DIR — done
• [Kernel] [t-250914210204-test02] Migrate env‑derived state_dir lookups to a process‑lifetime cache (OnceCell) with a test‑only reset hook to avoid flakiness — todo
• [Kernel] [t-250914210208-test03] Concurrency controls: add tests for block=false shrink path and pending_shrink reporting — todo

Stabilization & Contracts

• [Kernel] [t-250914210300-api01] Models summary: switch handler to typed snapshots from ModelsService (avoid ad‑hoc JSON picks) — done
• [Kernel] [t-250914210302-api06] Concurrency: expose pending_shrink in GET /admin/models/concurrency and jobs snapshot — done
• [Kernel] [t-250914210303-ui01] Models UI: add Jobs panel, concurrency controls with feedback, Installed Hashes filters + reset, and persistence — done
• [Kernel] [t-250914210304-ui02] Installed Hashes: add pagination controls (offset/next/prev) — todo
• [Kernel] [t-250914210304-api02] Egress ledger: add compact summarizer endpoint (time‑bounded; filters by decision/reason) — done
• [Kernel] [t-250914210308-api03] CAS GC: centralize manifest reference extraction (single helper used by GC and any scanners) — todo
• [Kernel] [t-250914210312-api04] Contract tests: promote spec/docs consistency checks to CI (status/code enums already validated in unit tests) — todo
• [Kernel] [t-250914210316-api05] Sweep and remove any remaining deprecated endpoints; update docs and SDKs — todo

Next (1–2 Months)

Platform & Policy

• [Kernel] WASI plugin sandbox: capability‑based tool permissions (ties to Policy)
• [Kernel] Policy engine integration (Cedar bindings); per‑tool permission manifests
• [Pack: Collaboration] RPU: trust‑store watch + stronger verification; introspection endpoint [t-250911230333-9794]

Models & Orchestration

• [Kernel] Model orchestration adapters (llama.cpp, ONNX Runtime) with pooling and profiles
• [Pack: Research] Capsules: record inputs/outputs/events/hints; export/import; deterministic replay

Specs & Interop

• [Kernel] AsyncAPI + MCP artifacts in CI; promote developer experience around /spec/*

Docs & Distribution

• [Pack: Collaboration] Showcase readiness: polish docs, packaging, and installer paths

Notes

• [Kernel] For live status of all tracked tasks, see Developer → Tasks, which renders from .arw/tasks.json.
• [Kernel] Recently shipped work is summarized under About → Roadmap → Recently Shipped.

This site is open source. Improve this page.