H: observerd — autonomous-iteration witness loop (SPEC §2 port)
Port of the load-bearing pieces of mcp-server/observer.ts (Rust
system, 852 lines TS) per SPEC §2's named target. Implements PRD
loop 3 ("Observer loop — watches each run, refines configs").
Routes (all under /v1/observer/* via gateway):
GET /observer/health — liveness
GET /observer/stats — total / successes / failures /
by_source / recent_scenario_ops
(matches Rust JSON shape exactly)
POST /observer/event — record one ObservedOp; auto-defaults
timestamp + source, validates required
fields (endpoint), persists to JSONL,
appends to ring buffer
Architecture:
- internal/observer/types.go — ObservedOp model + Source taxonomy
(mcp / scenario / langfuse / overseer_correction). Mirrors the
Rust shape so JSON round-trips during cutover.
- internal/observer/store.go — Store + Persistor. Ring buffer cap
matches Rust's 2000; recent_scenarios cap matches Rust's 10.
Same persist-then-apply order as pathwayd; same corruption-
tolerant replay (skip malformed lines + warn).
- cmd/observerd — :3219 HTTP service, fronted by gateway as
/v1/observer/*.
- lakehouse.toml + DefaultConfig — [observerd] block matches the
pathwayd pattern (Bind + PersistPath; empty path = ephemeral).
Tests + smoke (all PASS):
- 7 unit tests in store_test.go: validation, default fields,
stats aggregation, recent-scenarios cap + ordering, ring-buffer
rollover at cap, JSONL round-trip persistence, corruption-
tolerant replay (1 valid + 1 corrupt + 1 valid → 2 applied)
- scripts/observer_smoke.sh: 4 assertions through gateway —
record 5 events (3 ok / 2 fail across 2 sources), stats
aggregates correctly, empty-endpoint→400, kill+restart preserves
via JSONL replay (5 ops, 3 ok, 2 err survive)
Deferred (named in package + cmd doc, not in this commit):
- POST /observer/review (cloud-LLM hand-review fall-back). The
heuristic-only path could land cheaply but the productized
cloud path (qwen3-coder fall-back) is multi-day port.
- Background loops: analyzeErrors, consolidatePlaybooks,
tailOverseerCorrections (read overseer_corrections.jsonl into
the ring buffer once per cycle).
- escalateFailureClusterToLLMTeam (failure clustering trigger
that posts to LLM Team's /api/run with code_review mode).
/relevance is NOT duplicated — already ported in 9588bd8 to
internal/matrix/relevance.go (component 3 of SPEC §3.4).
16-smoke regression all green (D1-D6, G1, G1P, G2, storaged_cap,
pathway, matrix, relevance, downgrade, playbook, observer).
13 binaries now: gateway, storaged, catalogd, ingestd, queryd,
vectord, embedd, pathwayd, matrixd, observerd, mcpd, fake_ollama
(plus catalogd-only test build).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
This commit is contained in:
+33
-16
@@ -26,9 +26,10 @@ type Config struct {
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Queryd QuerydConfig `toml:"queryd"`
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Vectord VectordConfig `toml:"vectord"`
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Embedd EmbeddConfig `toml:"embedd"`
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Pathwayd PathwaydConfig `toml:"pathwayd"`
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Matrixd MatrixdConfig `toml:"matrixd"`
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S3 S3Config `toml:"s3"`
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Pathwayd PathwaydConfig `toml:"pathwayd"`
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Matrixd MatrixdConfig `toml:"matrixd"`
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Observerd ObserverdConfig `toml:"observerd"`
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S3 S3Config `toml:"s3"`
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Log LogConfig `toml:"log"`
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Auth AuthConfig `toml:"auth"`
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}
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@@ -52,19 +53,20 @@ type IngestConfig struct {
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// GatewayConfig adds the upstream URLs the reverse proxy fronts.
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// Each route family (/v1/storage, /v1/catalog, /v1/ingest, /v1/sql,
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// /v1/vectors, /v1/embed, /v1/pathway, /v1/matrix) has its own
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// upstream so we can scale services independently or move them to
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// different boxes without touching gateway code.
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// /v1/vectors, /v1/embed, /v1/pathway, /v1/matrix, /v1/observer)
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// has its own upstream so we can scale services independently or
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// move them to different boxes without touching gateway code.
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type GatewayConfig struct {
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Bind string `toml:"bind"`
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StoragedURL string `toml:"storaged_url"`
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CatalogdURL string `toml:"catalogd_url"`
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IngestdURL string `toml:"ingestd_url"`
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QuerydURL string `toml:"queryd_url"`
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VectordURL string `toml:"vectord_url"`
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EmbeddURL string `toml:"embedd_url"`
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PathwaydURL string `toml:"pathwayd_url"`
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MatrixdURL string `toml:"matrixd_url"`
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Bind string `toml:"bind"`
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StoragedURL string `toml:"storaged_url"`
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CatalogdURL string `toml:"catalogd_url"`
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IngestdURL string `toml:"ingestd_url"`
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QuerydURL string `toml:"queryd_url"`
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VectordURL string `toml:"vectord_url"`
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EmbeddURL string `toml:"embedd_url"`
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PathwaydURL string `toml:"pathwayd_url"`
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MatrixdURL string `toml:"matrixd_url"`
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ObserverdURL string `toml:"observerd_url"`
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}
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// EmbeddConfig drives the embed service. ProviderURL points at the
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@@ -108,6 +110,16 @@ type MatrixdConfig struct {
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VectordURL string `toml:"vectord_url"`
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}
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// ObserverdConfig drives the observer service (cmd/observerd).
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// PersistPath: file path to the JSONL ops log; empty = in-memory
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// only (test/dev). Production sets a stable path under
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// /var/lib/lakehouse/observer/ops.jsonl so ops survive restart.
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// Mirrors the PathwaydConfig pattern.
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type ObserverdConfig struct {
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Bind string `toml:"bind"`
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PersistPath string `toml:"persist_path"`
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}
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// QuerydConfig adds queryd-specific knobs. queryd talks DuckDB
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// directly to MinIO via DuckDB's httpfs extension (so no storaged
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// URL needed), and reads the catalog over HTTP for view registration.
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@@ -185,7 +197,8 @@ func DefaultConfig() Config {
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VectordURL: "http://127.0.0.1:3215",
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EmbeddURL: "http://127.0.0.1:3216",
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PathwaydURL: "http://127.0.0.1:3217",
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MatrixdURL: "http://127.0.0.1:3218",
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MatrixdURL: "http://127.0.0.1:3218",
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ObserverdURL: "http://127.0.0.1:3219",
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},
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Storaged: ServiceConfig{Bind: "127.0.0.1:3211"},
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Catalogd: CatalogConfig{Bind: "127.0.0.1:3212", StoragedURL: "http://127.0.0.1:3211"},
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@@ -215,6 +228,10 @@ func DefaultConfig() Config {
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EmbeddURL: "http://127.0.0.1:3216",
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VectordURL: "http://127.0.0.1:3215",
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},
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Observerd: ObserverdConfig{
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Bind: "127.0.0.1:3219",
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// PersistPath empty by default = in-memory only.
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},
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Queryd: QuerydConfig{
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Bind: "127.0.0.1:3214",
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CatalogdURL: "http://127.0.0.1:3212",
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