c3901641d1f8c9f9326295ba570d7ce7c919d657
Fix A2 of plans/2026-07-11-nomos-agent-code-review.md. chatWith replayed a
session's ENTIRE message history into the LLM's context on EVERY turn, no
windowing, no token budget — confirmed against a documented production case
(a single turn with 70 tool calls, messages up to 106KB). Every subsequent
turn of a long-running or heavily-autonomous task re-sent that ever-growing
history in full — a real cost/latency/eventual-context-limit risk for
exactly the tasks this system runs longest (many auto-continuation cycles).
Design call (flagged in the review as needing one before implementation):
a fixed-size window for LLM replay specifically, not the UI's own transcript
view. Simplest option that still keeps roughly the current task's working
context; a token-aware trim or LLM-summarize-on-drop are documented as
stretch options if 30 proves insufficient in practice.
- store.go: new getRecentMessages(ctx, sessionID, limit) — last `limit`
messages in chronological order, plus whether older ones were omitted.
getMessages (used by the UI's GET /sessions/{id}) is untouched and stays
unbounded — the operator should still see a task's full history regardless
of length; only what gets sent to the model is bounded.
- agent.go: chatWith uses getRecentMessages(sessionID, historyWindowSize=30)
instead of the unbounded getMessages. When truncated, injects a system
note telling the model explicitly that older turns exist but aren't shown,
so it checks upsert_knowledge/search_knowledge rather than assuming
something wasn't done just because it isn't visible.
New cmd/nomos/store_test.go: real Postgres integration tests (mirroring
internal/db/integration_test.go's throwaway-database pattern, guarded by
OIKOS_TEST_DATABASE_URL). TestGetRecentMessages_Truncation is the direct
proof for this fix (35 messages → 30 returned, correctly ordered,
truncated=true; 5 messages → all 5, truncated=false) — both cases run
against a fully-migrated database, not mocked. Also added
TestProposePlan_AppendVsReplace, closing part of the review's test-coverage
finding (E) by permanently regression-testing the earlier append-vs-replace
plan fix (commit 5384499), which had only been verified manually until now.
Verified live: inflated a real session to 42 persisted messages via direct
SQL, then continued it with a real chat call — the turn proceeded normally
(multiple real tool-call iterations, no crash, no context-length error);
nomos stayed healthy throughout. A3's incremental persistence separately
confirmed to have caught the 7 real tool calls made before the client
connection was cut, cleanly closing out both fixes' interaction.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
adr: convert all diagrams to Mermaid (sequenceDiagram, stateDiagram-v2, flowchart, erDiagram, graph)
Oikos
Agentic homelab operating system written in Go. Single binary (cmd/oikos),
Docker-deployed on mac-mini, with a standalone Nomos MCP agent gateway
(cmd/nomos). Manages the hubris Proxmox homelab autonomously — observes
state, classifies actions against policy, executes approved procedures over SSH,
learns from outcomes, and escalates when uncertain.
For agents running on enrolled clients: start with AGENTS.md. For client machines: see CLIENTS.md. For developers: see CONTRIBUTING.md.
Quick start
# Dev stack (postgres + api + scheduler + notifier)
docker compose --profile dev up -d
# Full stack (adds Nomos agent gateway)
docker compose --profile full up -d
# Build standalone binary
go build -o bin/oikos -tags timetzdata ./cmd/oikos
# Run all roles in one process (dev mode)
OIKOS_DATABASE_URL="postgres://oikos:oikos_dev@localhost:5432/oikos?sslmode=disable" \
go run ./cmd/oikos all
Architecture
┌──────────────────────────────────┐
│ mac-mini (Docker) │
│ │
Workstation ─── │ nomos (8092) ──MCP── api (8090) │
(mesh) │ MCP gateway REST + MCP │
│ │
│ scheduler ── notifier ── postgres │
│ (observe) (Matrix) (Timescale)│
└──────────────────────────────────┘
| Component | Port | Role |
|---|---|---|
oikos api |
8090 | REST API + MCP server (15 tools) |
oikos scheduler |
— | Probe runner, signal lifecycle, metrics |
oikos notifier |
— | Approval tokens, Matrix alerts |
nomos serve |
8092 | MCP client gateway, query routing |
Phases
| Phase | Status | Description |
|---|---|---|
| 1 — Ontology + DB | ✅ | TimescaleDB, migrations, seeds, blast_radius |
| 2 — API | ✅ | OpenAPI-first REST + MCP, auth, SSE, audit |
| 3 — Control loop | ✅ | Scheduler, actuator, learning, classifier, notifier |
| 4 — Nomos agent | ✅ | Standalone MCP client gateway, agent activity |
| 5 — Secrets | ✅ | Infisical backend + SOPS fallback, rotation runbooks |
| 6 — Deploy | ✅ | CI pipeline, cutover checklist, watchdog, rollback |
Full plan: plans/2026-07-06-consolidate-oikos-control-plane-onto-mac-mini.md.
Operations
API endpoints
curl http://localhost:8090/api/v1/entities?type=service # fleet
curl http://localhost:8090/api/v1/health # fleet health
curl http://localhost:8090/api/v1/agent-activity # agent log
Nomos queries
# Structured tool call
curl -X POST localhost:8092/query -H "Content-Type: application/json" \
-d '{"tool":"get_blast_radius","args":{"entity_id":"service:authentik"}}'
# Natural language
curl -X POST localhost:8092/query -H "Content-Type: application/json" \
-d '{"query":"what depends on authentik?"}'
CLI
oikos migrate # apply DB migrations
oikos seed # ingest ontology/inventory/policy seeds
oikos export # export DB state to YAML
oikos api # serve REST + MCP
oikos scheduler # run observe loop
oikos notifier # run notification loop
oikos all # all roles in one process
oikos secret list # enumerate SOPS secrets
oikos secret migrate # SOPS → Infisical
Repo layout
cmd/oikos/ Go entry point — single binary
cmd/nomos/ Nomos MCP client gateway
internal/ Go packages (httpapi, mcp, scheduler, actuator, learning,
notifier, policy, secrets, db, config, ontology, domain,
knowledge)
api/openapi.yaml API contract (OpenAPI 3.1)
migrations/ Forward-only SQL migrations (TimescaleDB)
seeds/ Bootstrap YAML (ontology, inventory, policy, knowledge)
compose/ Dockerfiles + Caddy config
scripts/ Deploy, watchdog, verification, rollback
nomos/ Nomos config, persona, skills
.agents/ Agent instruction files, shared conventions, skills
archive/ Historical reference (legacy wiki, plans, SOPS backups)
plans/ Design documents (active + done)
docs/adr/ Architecture decision records
For agents
See AGENTS.md for the full orientation. Quick reference:
- Source of truth: DB (runtime) then seeds (bootstrap). Old wiki is
archived at
archive/knowledge/— use MCPsearch_knowledgeinstead. - Mutations: classify against policy, request approval for
destructive/config_mutation - Secrets: Infisical (primary) or SOPS (fallback) — never hardcode
Related
- OIKOS.md — operating model, OODA loop, ontology
- CLIENTS.md — client onboarding guide
- CONTRIBUTING.md — developer guide
- plans/ — design documents and cutover checklist
- docs/adr/ — architecture decision records
Description
Languages
Go
53.1%
Svelte
25.7%
TypeScript
14%
Shell
3.8%
Python
1.7%
Other
1.5%