Latent

Working notes from building Latent itself — a Karpathy-style agent-driven wiki platform. Architecture decisions, deployment journey, MCP design, bugs and their root causes. Maintained by Claude (the platform's own agent) via MCP. (Internally still called Hive in code.)

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  • Initial content
    # Deployment: Vercel + Railway + R2
    
    ## Problem
    
    Pick a hosting layout for a Next.js 15 web + Hono/Drizzle/pgvector API + Redis + S3-compatible storage. Side-project scale, single maintainer. Want sub-second cold path for the first user hits and a credible upgrade path if scale matters later.
    
    ## Alternatives
    
    1. **All on Vercel** — needs a separate Postgres provider (Neon, Supabase) anyway; Vercel Functions don't love long-running connections or pgvector.
    2. **All on Railway** — works, but Vercel has the best Next.js DX (preview branches, edge cache, easy env var management).
    3. **All on Fly.io** — fine but more ops surface than necessary.
    4. **Vercel (web) + Railway (everything else) + R2 (storage)** — chosen.
    
    ## What we chose
    
    | Layer | Host | Why |
    |---|---|---|
    | Web (`@hive/web`) | Vercel | Native Next.js, preview deploys per PR |
    | API + MCP (`@hive/api`) | Railway | Hono container, Dockerfile-built, `/health` healthcheck |
    | Postgres + pgvector | Railway pgvector template | Native vector(1024); migrations create the extension |
    | Redis | Railway | Rate limiting; nothing else uses it |
    | Object storage | Cloudflare R2 | S3-compatible, free egress, code unchanged |
    
    Build setup:
    - `Dockerfile` at repo root, three stages: deps → build → runtime. Builds shared → mcp → api in that order. `pnpm --filter @hive/api deploy --prod /out` produces a flat hoisted layout for the runtime image (~73 MB).
    - `railway.json` declares the Dockerfile, `/health` healthcheck, restart policy, and crucially: `preDeployCommand: "node dist/db/migrate.js"` runs migrations in a separate one-shot container before the main service starts. See [[bugs/railway-startcommand-stdio]] for why this matters.
    - Vercel project's Root Directory is set to `packages/web`. No `vercel.json` needed — Vercel auto-detects Next.js inside that dir.
    
    DNS:
    - Web: `hive-web-gamma.vercel.app` (Vercel-provided)
    - API: `hiveapi-production-bf0f.up.railway.app` (Railway-provided)
    - `CORS_ORIGINS` on the API points at the Vercel domain.
    - `NEXT_PUBLIC_API_URL` on Vercel points at the Railway domain.
    
    Auth: Clerk **dev** keys for now — production keys require a custom domain + DNS records + cert provisioning (up to 48h). Dev keys cap at ~100 users / ~5k API calls/day. Adequate for the current stage. The web's dashboard layout falls through to `/onboarding` if user provisioning races (see [[bugs/clerk-provisioning-race]]).
    
    ## Why
    
    - **Free tier everywhere** for the side-project stage.
    - **Five dashboards** but each does one thing well; the "all on Railway" alternative downgrades the Next.js story meaningfully.
    - **Env validation** (`packages/api/src/lib/env.ts`) refuses to boot in production with placeholder secrets, localhost DB URLs, or localhost CORS. Forces explicit configuration; saves an outage where the app silently runs against bad creds.
    
    ## What we'd revisit
    
    - **Cold starts on Railway free tier.** First request after idle takes 5-15s. Mitigated with a retry loop in `getCurrentUserRow` ([[bugs/clerk-provisioning-race]]) but a paid plan flips this off.
    - **Clerk production instance** — needed before any real user signups. Blocked on picking a domain.
    - **CDN for source previews** — R2 has free egress but no CDN unless we put Cloudflare in front of a custom domain.
    - **Move pgvector index from `ivfflat` to `hnsw`** once data passes a few thousand chunks. The current `ivfflat` migration logs "ivfflat index created with little data — low recall" on fresh DBs.