Claude Opus 5 f33cc8d32f
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feat(analytics): BI-P104 — a benchmark harness that refuses to quote one number
Six dataset profiles (small SaaS, medium business, VehIQ market, large event,
wide table, geospatial), one representative question each, run on ClickHouse
26.3.10.60 and DuckDB 1.5.5 with 2 warmups discarded and 9 timed repetitions.
evidence/bi-p104/benchmark.json.

The harness's job is to stop the benchmark from lying:

  - overlapping ranges are INDISTINGUISHABLE whatever the medians say. Three
    of the six real comparisons came out that way, one of them with a 1.6x
    median gap — which is exactly the headline a noisy host manufactures.
  - every sentence carries the range, the sample size and the stability, so it
    cannot be trimmed to "4.4x faster" without visibly deleting the caveats.
  - under 5 samples nothing is comparable at all. A three-run benchmark is an
    anecdote.
  - every engine BI-P104 names appears in the evidence, and the five nothing
    measured carry a reason each. The running Trino belongs to another lane,
    so benchmarking through it would have measured their configuration.

Measured shape, warm cache, one idle host, these query shapes only: DuckDB
faster on small_saas (1.6-8.2x) and vehiq_market (2.4-13.3x), SLOWER on
large_event (0.2-0.9x, count DISTINCT over 5M rows), indistinguishable on
medium_business, wide_table and geospatial.

One finding from the harness's own tests: an engine declared available that
produced no run came out of buildEvidence() with no reason — the dangerous
case, since it reads as "we could have and chose not to say". It now gets a
generated reason. A second from the runs: DuckDB's progress bar writes to
STDOUT and corrupted the first transcript; it is disabled explicitly and the
JSON is read from a sentinel.

10 unit tests + 4 against real engines.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-07 04:06:43 +02:00
2026-06-24 14:47:12 +00:00
2026-06-24 14:47:12 +00:00
2026-06-24 14:47:12 +00:00
2026-06-24 14:47:12 +00:00
2026-09-06 03:01:40 +00:00
2026-09-06 03:01:40 +00:00
2026-06-24 14:47:12 +00:00
2026-06-24 14:51:57 +00:00

0pt — your data

Data services on demand for the Nordics + Europe. Compose a data job, pay 50 % to start, watch production live, validate with full provenance, deliver anywhere. Owned by SIAX Technology AB. Honest accuracy is the moat: every field carries source, freshness and confidence; nothing is guessed.

Live: https://0pt.app · Contract: CLAUDE.md + docs/

Architecture (verified against code, not aspirational): docs/architecture/ARCHITECTURE.md. It documents the real API surface, the real persistence story, and the known security gaps — including several places where this README is optimistic. Read it before trusting any capability claim below. Repo identity + estate classification: siax.repo.json + siax.config.json. Compliance state: docs/compliance/ (INVENTORY, RELATIONS, OSS-INVENTORY, GOLDEN-STANDARD-REPORT, BACKLOG, SLUTRAPPORT).

Two planes (see docs/02-architecture.md)

  • Edge (Vercel, this app) — marketing, catalog, the order lifecycle, customer portal, admin portal, and the API route handlers. Defers to the data engine when ENGINE_URL is set.
  • Engine (services/api, runs on a VPS) — FastAPI orchestrator + worker pipeline doing the compliant sourcing (official API → bulk → authorized web → licensed → else level 0). Never on Vercel (long jobs). Bypass/stealth/proxy-rotation/fake-account paths are excluded by design (CLAUDE.md §1).

Routes

Area Routes
Marketing / (hero, filosofi, katalog, motorn, visualiseringar, täckning, editorial, bevis, priser, footer)
Catalog /katalog, /katalog/[id]
Sourcing map /kallor
Order lifecycle /bestall → /bestall/forskott → /order/[id] → /order/[id]/validera
Customer portal /portal, /portal/subscriptions, /portal/files, /portal/integrationer, /portal/settings
Admin portal /admin, /admin/sources, /admin/jobs, /admin/customers
API /api/{health,estimates,catalog,sources,orders,orders/[id],subscriptions,admin/metrics,uploads,auth/*,payments/*,webhooks/stripe,connections/db-grant}

Design system

Mono/editorial, light, radius 0, Inter + JetBrains Mono, single red #e40014, animated grain, scroll-reveal motion. No photography — imagery is rendered data (DataArtifact). Every fact shows a provenance square (ProvenanceBadge). Full spec: docs/05-design-system.md.

Run locally

pnpm install
pnpm dev                       # Next.js on http://localhost:3000

# data engine (separate, optional)
cd services/api && pip install -r requirements.txt && uvicorn orchestrator.main:app --reload

Deploy

  • Config target (as of 2026-08-09): siax.config.json declares deploy.target: "coolify", matching every other SIAX Cloud OS repo (n0d, st0re, aud0, ...) — a Dockerfile "for Coolify" (already committed, see Dockerfile) plus .gitea/workflows/cd.yml (renamed from deploy.yml 2026-08-10) that POSTs a restart to a Coolify app UUID on COOLIFY_TOKEN push.
  • Actually live right now: the only running instance of 0pt.app is still on Vercel (project 0pt, scope Simon Axelsson's projects) — no Coolify app has been provisioned for this repo yet, so deploy.yml's app UUID is a placeholder that fails the job on purpose until someone fills it in. Flipping the config declares intent; it does not move traffic. See docs/architecture/ARCHITECTURE.md §5/§8 for the full "Vercel or fleet" state and what's still open (Coolify app provisioning + DNS cutover — a separate decision from this config change, since the live Vercel deployment is not being touched).
  • CORRECTED 2026-09-06 — the bullet above is no longer true. The Coolify deploy hook is LIVE. The repo secret COOLIFY_TOKEN exists (created 2026-08-31T11:34:34Z) and the repo Actions variable COOLIFY_APP_ID holds a real 24-character UUID, not the TODO-no-coolify-app-provisioned-yet literal. Both guard conditions in .gitea/workflows/cd.yml therefore pass. Measured on the push to main at 1ff34410 (2026-09-06): job Deploy to Coolify / deploy (run 11695, job 26295) finished success with coolify deploy HTTP 200 in its log. Every merge into main now fires a real redeploy against cloud.siax.io — know what you are shipping before you merge. Probed 2026-09-06 08:00 UTC: 0pt.app still answers from Vercel (server: Vercel, x-vercel-id: arn1::…) and returns HTTP 402 DEPLOYMENT_DISABLED — "Payment required" on both / and /api/health. So the public domain is down, DNS has not been cut over to Coolify, and the Coolify app — whatever state it is in — serves no 0pt.app traffic. Two separate facts, both true at once: the deploy hook fires for real, and the product domain is dark behind an unpaid Vercel deployment. Still not established: whether the Coolify app itself builds and starts — the deploy endpoint returning 200 only means the request was accepted, not that a container came up healthy.
  • Engine + DB + embeds → one VPS via infra/docker-compose.yml (Postgres+pgvector, Redis, api, worker, NocoDB, Metabase, Caddy).
  • Env inventory: .env.example.
  • Auth on /api/0pt/* is fail-closed: with AUTH_ENFORCE unset the middleware REQUIRES a verified Zitadel Bearer token (401 without one). Only the literal AUTH_ENFORCE=false disables it, and that is refused when NODE_ENV=production (the process throws at startup rather than serving anonymously). Caveat (live-verified 2026-08-10): the deployed instance still answers GET /api/0pt with 200 anonymously — the middleware appears not to run in production (gap S1, root cause unknown). Do not rely on this being enforced until an anonymous request gets a real 401.
  • Fonts: self-hosted via @fontsource-variable/inter + @fontsource-variable/jetbrains-mono (no Google Fonts / next/font/google).
  • API contract (SSOT): contracts/openapi.yaml.

Status

Frontend, full order lifecycle, customer + admin portals, edge API, payment/auth/embed infrastructure, the compliant data engine, schema and infra are all in place and building green. Integrations are env-guarded and activate when their keys/DB are provided:

  1. Database — Vercel → Storage → Postgres (sets POSTGRES_URL) → durable persistence (schema in sql/001_init.sql).
  2. Stripe + Resend keys → payments + email.
  3. VPS for the engine → set ENGINE_URL.
  4. AUTH_SECRET + DEV_LOGIN_KEY → login (full OAuth via Auth.js lands with the DB).

© 2026 SIAX Technology AB. Not affiliated with Protosell.

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