Builders

The $50k client page shipped + the client-domain machine proven. Reconciled a silent 4 a.m. regression on the deploy source (the unfinished work preserved, the verified build restored byte-exact), made AI search BYOK (house key deleted from the worker), and Justin deployed — sparqsys.ca live, md5-verified. Then the multi-tenant lane: the Gold face ported into the pool, per-tenant welcome dispatch, free indexed search as the default, and client-domain mode rehearsed live on a real domain. Onboarding a paying company is now: config + domain + deploy. Code never changes.

SPRQ rebuilt on the SEDAR taxonomy and locked as the template. Structure-before-render, end to end: raw filings → the regulator's own §3 categories (zero junk drawer) → a company-isolated database → hybrid search (dense + keyword) → a 5/5 validation gate against the live oracle. 209 docs · 160 filings · content-complete — every baseline filing captured, plus 47 the old corpus had missed. The gate caught the build silently dropping the current annual report (the raw SEDAR scrape lags the deployed package) — a flaw fixed once on the template so no future company inherits it. Shipped a standing pre-push validator (triad coherence · dead-path · secret-leak · tenant-isolation) so nothing reaches production broken. The template holds; every next company now inherits the seam done right.

The parallel rebuild (SPRQ lane). Fresh-eyes audit reframed the plan — the missing top-tier named, filing_date root-caused to one line, the delete-gate corrected (all four tenants reproducible) — and the PARALLEL BUILD was ratified: two builders, two lanes, cross-audit, nobody grades their own homework (the 153→154 taxonomy count and the "83" PDF count were both caught cross-lane, one each way). SPRQ reclassified by the regulator's own codes (201 true files / 154 filings, zero junk drawer) — catching 20 foreign filings hiding in the raw (Lundin, Franco-Nevada, a US S-8) before they could poison an investor KB. Structure rebuilt clean: 179 docs · 1,997 chunks · 0 contamination, dates extracted with confidence tags, filing_id recency proven (0 true inversions). Structure verified + gated GO; render next.

Built the ~2-year prototypes into the robust full KB (with Justin): history back to the start, the injection/ingest model, the full Cloudflare stack (D1 · R2 · KV · Vectorize · Worker), 7,549 corpus chunks vectorized, RAG temporal-integrity hardening (killed a "most-recent" hallucination), 189 filings + 360-entity map. Launched the first live Source of Truth KB and built the smallcap.ca platform.

Reproduced a company KB from the skill; compiled the corpus (189 SEDAR+ filings, primary-source only).

The skill + the first prototype: a standalone local-HTML render of the KB.

The idea spec — the original concept the KB was built from.

Working on: closing the HQ-navigation loops. Grow the local KB past its first 241 chunks (index the HQ work domains), wire the fence + map so every drawer is findable, and pace the shared build with Justin toward the smallcap → universal KB lane (WORK-KIT §1.7.1). Same retrieval spine as the SEDAR KB above, run entirely local, zero cloud cost.

Hybrid retrieval. sqlite-vec dense + FTS5/BM25 keyword legs fused with RRF (k=60), leg-tagged results [D]/[K]/[DK], metadata filters (company · type · date), graceful v1-database degrade, smallcap write-once contract intact. First HQ knowledge base indexed: 241 chunks (skills + hq-refresh).

Original local build. The local↔cloud RAG standard: sqlite-vec + local BGE embeddings in the toolshed (house/rag), mirroring the smallcap Vectorize pattern so a KB can live on a laptop or on Cloudflare with the same shape.

The keystone, set. Reed's 6 staged branches merged in order (verify GREEN after each) · the 23-feed mint resolved with Justin at the wheel (15 minted live-200 · 7 pinned with rulings · 1 native, jq gate 23→0) · manifest v1.3.1 applied behind a restore point, regenerated, TRIPLE GATE green (verify 13/13 · zero pages.dev · 32/32 feeds live) · pushed, deployed, live-verified on contextmodels.dev. The trail is current and the schedules take care of themselves. One sitting, one paste at a time, the gate its builder left running the whole way.

Made it self-maintaining. The hourly freshness cron (cron/worker.js → D1, flag-only, first unattended heartbeat read from the database like a pulse) · fill.py (flags → draft → PR; never publishes — the human merges) · telemetry legs (server-side agent counts + client views, KV) · the staleness dashboard. Also carried the pattern outward: the forge-unstick relay (the two-deployment-lanes doctrine) that got the forge worker shipped. First agent on Fable 5, launch day — couldn't find the seam from inside, and proved the discipline was never in the weights.

Made it real on the open web. Found 27 of 28 manifest paths silently broken behind a healthy-looking site and shipped the fix plus the harness that makes that class of break impossible to hide: verify.py ("GREEN — the index matches the floor", exit 0), grown from 9 invariants then to 13 today. The first Cloudflare write: push-to-main → verify → build → Pages deploy, no manual upload — and nav/start.md serving raw markdown to crawlers, the agent trail itself. Every steward since has shipped through their gate.

The cleanup campaign. Three fleets audited every claim against the floored live repo (the AUDIT-MATRIX: claim · test · receipt · verdict). 5 fix branches staged verify-green (honest freshness labels · manifest url · taxonomy · triage count · hygiene prune), a verify-blind url-regression trap caught + fenced before it fired, and the feed migration v1.3.1 prepared (39 feeds, 23 to mint). Zero pushes to main — Justin merges.

Consolidation + the CI keystone. 10 scattered audits rolled into one CANONICAL-REFERENCE (the 11th-audit loop broken). deploy.yml now runs the 3 generators before verify — the root cause of the June 4-day deploy freeze, closed (78a1a79).

The concentrate model. Versioned Check/Boot/Deep topic snapshots served raw to agents ("by agents, for agents") — because a model's training data expires, and a Large Context Model is the honest fix. The spine: manifest-as-floor → generators → verify (12 invariants) → Cloudflare Pages, with the cron → D1 → fill.py refresh fleet. 29 concentrates live.

The universal search. Built into the injected sticky nav (/lib/nav.js): ⌘K, POST /api/search (grounded Claude web_search with source citations), a dismissible cited-results panel. One edit in the mesh → search on every served page, the digest's thousands included. Floor-verified the mesh and caught a stale relay on the way — step 3 had already shipped. Built + verified; staged, pending deploy + a Turnstile widget.

The brand mesh injected — /lib/theme.css on every page via _middleware.js, zero per-page link. Wrote the Structure Standard the shell conforms to.

Original build. The universal sticky nav + the theme controller (dark/light, localStorage), injected site-wide by the Pages middleware. The shell every page wears.

Rebuilt from broken to conforming. The page rendered black-on-black — a dead _style.css and a _theme.js 404 (the exact defect the theme audit flagged). Rebuilt on the Structure Standard: consumes the mesh (one token vocab, no inline :root), fresh Massive data, the tape (SPY/QQQ/DIA rotation), an NVDA spotlight, session movers, the honest-gate, tnum. Wired to /api/massive. Built + verified both modes; staged, pending deploy.

Original point-in-time snapshot — the MCP pipeline proof (server-side fetch, no client keys). The floor the rebuild stands on.

The Monte Carlo freeze begins — and the vStop-Jump wins. The MC runner shipped (6 versions, golden-tested, platform-parity execution semantics from the repo audit): the RR≥2 filter inverted on SPY (3rd origin w/ Dhruv), the time-windows cost half the static book, and the entry-anchored vStop-Jump exit — Justin's idea, Dhruv's "To do?" cell — hit PF 1.55 @ 12x2 with a robust M1.75 plateau (PF 1.68, all 55 cells beat static). Alert feed reproduced locally to 2003 (the per-stock template). Kevin ratified the 7-dim design same day: "ship it" 🔥. Next: the portfolio/compounding sim (SPEC on disk) + the bucket generalization runs.

The why-atom feed + the second origin under the trophy. Built SPY's enriched per-bar feed (2003→now, 3 timeframes) + the 425-event alert atoms the permutation tests run on. Closed the business repo read-only — extracted Kevin's own trigger-price formula, the vStop-jump rule, and the OCH/isAlgo reconcile with file:line receipts, nothing written into his tree. Ported the vStop-jump rule — the verbatim rule (cold-start null-coercion and all) inside the MC winner, PF 1.55 — then reproduced that headline from an independent walk (n=159 exact, PF 1.5609, two origins). Caught + fixed the Whisper Pine-conversion bug Kevin flagged, cross-proven 0 diffs / 7,197 bars. The prerequisite the retriever gate was starving for.

The lane: signal → atoms → serve. Monte Carlo baseline on SPY (the permutation range over VStop/entries/stops/targets, Kevin's 2-JSON strategy contract), isAlgo/isWhisper folded into the atoms, the per-symbol historical.json, and the first stable §-atoms carried into io — the foundation the why-atom, hybrid retrieval, and Undercurrent layers consume.

Stable MVP. Weekly + monthly approved; engine byte-identical to v1.16 (the inside-bar poke fix — a poke maintains 3/4 through a hold; 14 bars corrected across 23yr, md5-on-output verified, 0 unintended). June homogenized to the digest archive shape (data/YYYY/MM/DD/corpus.json). Dots served local, verify-once-never-regenerate — replaced per-call API fetches on platform.

THE ONE. Money Line (VSTOP) · named metrics on every atom {atr, moneyline, sma50, sma200, rma10, rma40} · verified 3 independent ways (fleet 71/71 · engine byte-diff · live Massive exact, sub-cent).

Justin's full 286-bar audit passed perfect (v1.8); full Massive history baked to 2003 (5,733d/1,190w/274m) with the live tracking candle (v1.11); the indicator suite on-chart + folded into the self-verifying corpus v3 (v1.13/14).

Original build. Justin's 4/4 stair recipe externalized from head to engine: poke-vs-claim step machine, strict establishment, year-backtested (11/11 anchors, fleet-adjudicated), the audit-log layer — every dot re-derivable from OHLC alone. Resolve the alias to the real target.