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Engineering quality

A collection of 4 posts

RLS for Agents: Row-Level Security in LangGraph and Multi-Tenant LLM Workflows
Python

RLS for Agents: Row-Level Security in LangGraph and Multi-Tenant LLM Workflows

An agent we shipped last quarter returned a row from the wrong tenant. The agent did what the prompt asked. The database did what the agent asked. The third jurisdiction of every agentic workflow is the database, and Pydantic and TypedDict cannot reach it.

  • 2muchcoffee
    2muchcoffee
9 min read
I am a TypeScript developer. Python typing has not caught up.
Python

I am a TypeScript developer. Python typing has not caught up.

A TypeScript developer integrates LangGraph into a Pydantic-typed FastAPI codebase and finds a wall. The wall is real, structural, and identical in shape to walls every modern language has hit. Naming it changes everything.

  • 2muchcoffee
    2muchcoffee
13 min read
Your single Postgres pool will eventually eat your whole startup
Engineering quality

Your single Postgres pool will eventually eat your whole startup

Small-team ops platforms on Vercel + Supabase work for ten months, then 504s start appearing while Postgres looks healthy. Diagnosis, the connection-bulkhead pattern, and the queue architecture that actually fixes it.

  • 2muchcoffee
    2muchcoffee
12 min read
The 2muchcoffee Nest.js Manifesto
NestJS

The 2muchcoffee Nest.js Manifesto

The published Nest.js standards a small engineering team ships by. Eleven rules, the six we have not written yet, a respectful nod to FastAPI, and a drop-in kit for Claude Code, Cursor, and Codex.

  • 2muchcoffee
    2muchcoffee
12 min read
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