The m12p5 idle-readiness work converged on an idle cluster, but the real T4 1M/1536 scale-up over mTLS still failed to admit new pods. Three real blockers, all invisible to the plaintext in-process tests: - CryptoProvider crash-loop: the seed-join/reseed boot path builds a blocking reqwest (rustls) HTTPS client on a dedicated boot thread BEFORE GrpcTransport::new installs the process-wide provider, so every TLS joiner panicked. Install it at the top of main(); ensure_crypto_provider() is now pub, idempotent, harmless on the plaintext standalone path. - Wrong seed scheme + target: peer_url honors an explicit URL scheme verbatim, so http:// dialed plaintext at the TLS :9500 port. Seed is now https:// AND points at the ready-only client Service (ClusterIP VIP), not the headless peers Service — so a joiner never round-robins onto a not-ready pod (incl. itself) and burns the 120s discovery window. - Too-tight poll budget: a cold status poll pays a full rustls handshake on top of DNS+TCP; under CPU contention that alone blew the 500ms budget, so the joiner timed out every poll for the whole window despite the peer being reachable. Status-poll timeout is now 5s (env: TIDAL_SEED_STATUS_TIMEOUT_MS) with a separate 2s connect timeout (dead seeds still fail fast) and debug-level logging on every discovery failure mode. Refactors riding along: - on_heartbeat takes a HeartbeatContext struct (additive fields, no silent u64 transposition) across tidal-net, election_driver, and both test hooks. - ShardReplica::applied_for_leader_shard centralizes per-source-shard keying (BUG 1) shared by the readiness drive and local_status. - idle-readiness test now asserts convergence within ½ budget — a slow-path regression (periodic self-heal / status-poll dependency) the binary budget check would otherwise wave through. New k8s T4 manifests: cluster-t4-kind kustomization + single-group topology patch; tidal-stress t4 seed/load Jobs. |
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| guides | ||
| ops | ||
| planning | ||
| profiling | ||
| research | ||
| reviews | ||
| runbooks | ||
| specs | ||
| content-strategy.md | ||
| personal-briefing-beachhead.md | ||
| README.md | ||
| roadmap-to-cluster.md | ||
tidalDB Engineering Docs
The engineering documentation home. Top-level product docs (VISION, USE_CASES, SEQUENCE, ARCHITECTURE, API, QUICKSTART, CODING_GUIDELINES, thoughts) live at the repository root; everything below is the deeper engineering record.
This and the repo root are the two canonical doc homes. There is intentionally no per-crate doc mirror (no
tidal/docs/). Edit the canonical file, never a copy.
Component specs — specs/
The authoritative component specifications (status: Implemented, M0–M8).
| # | Spec | # | Spec |
|---|---|---|---|
| 00 | Architecture overview | 08 | Query engine |
| 01 | Storage engine | 09 | Ranking & scoring |
| 02 | Entity model | 10 | Feedback loop |
| 03 | Signal system | 11 | Schema |
| 04 | Relationships | 12 | Cold start |
| 05 | Cohorts | 13 | Concurrency |
| 06 | Text retrieval | 14 | Scale architecture |
| 07 | Vector retrieval |
Planning — planning/
- ROADMAP.md — milestones M0–M11, phase status, known gaps
- roadmap-to-cluster.md — adopted M11 plan: gap analysis + phase specs taking the multi-process cluster from experimental to enterprise-grade (m11p1–p5 ✅; p6–p9 planned), grounded in the 2026-06-10 live stress-test baselines
- PRODUCT_ROADMAP.md · architecture-review.md · roadmap-cohort-analysis.md · site-cohort-analysis.md
- Per-milestone phase/task archive:
planning/milestone-0,1,2,3,5,7,8,9,10,11,p/
Code reviews — reviews/
- M0–M10 code review — 2026-06-07 — seven-dimension re-review, 88 verified findings
- M0–M10 code review — 2026-06-08 — seven-dimension review, 142 findings (latest pass)
- M0–M10 seven-dimension review — additional pass (2 BLOCKERs: signal-checkpoint trim, 30-day window)
Guides — guides/
Task-oriented, build-an-app docs (complements the root QUICKSTART.md and API.md):
- Build a feed app — end-to-end TikTok/Reels-style "For You" feed, embedded and over HTTP
- Embedding integration — wiring a real embedding model (OpenAI / Cohere / local) into the write + query paths
- Server deployment — running the
tidal-serverHTTP service: config, auth, the served OpenAPI spec, Docker - Ranking-profile reference: ai-lookup/services/ranking-profiles.md — all 25 built-in profiles
Operations — ops/ and runbooks/
- Monitoring · Prometheus alerts · Grafana dashboard · Capacity planning · Recovery
- Runbooks: Kubernetes · Cluster (experimental)
Research — research/
ANN (1, 2) · Tantivy (1, 2) · Signal ledger (1, 2) · WAL · Type system · Tooling & diagnostics · Enterprise-readiness risks
Profiling — profiling/
Hotspot analysis · Scale baselines · Signal memory · Signal rollup eval · Social scale · Tantivy merge tuning · USearch tuning