#ai
8 posts tagged ai.
True full-stack context engineering
The complete version: two monorepos, a Dockerized backend with a database, API, and Mailpit, and Chrome DevTools MCP watching both the UI and the API traffic. One system the agent sees end to end.
Why we moved from Cursor to Claude Code
Cursor is a great AI editor. Our workflow shifted from in-editor assistance to delegating whole tasks to an agent, and that is where Claude Code fit better.
The agent-skills workflow I actually ship with
Spec to plan to build with TDD, then review and a performance pass. How I use Claude Code's agent-skills to move fast without breaking things.
AI that reaches into Linear and Figma
The best thing about MCP is not the model, it is the access. Connecting Linear and Figma to my AI agent means it works from the real ticket and the real design, not my paraphrase.
Context engineering: giving an AI agent the whole stack
Running the frontend and backend together, a monorepo, and a typed GraphQL contract turn an AI coding agent from a guesser into a teammate.
A Dockerized backend for full-stack context engineering
Running the database, Mailpit, and the whole backend in Docker gives me and my AI agent one real, reproducible stack to work against. Add Chrome DevTools MCP and the loop is closed.
How I use the PostHog MCP in my dev loop
Connecting PostHog to my AI coding agent means product data is one question away, right where I write the code that changes it.
How our startup survives without a QA team
No QA team does not mean no QA. Here is the setup that lets a small team ship with confidence: Vitest, Playwright, and an AI agent with Chrome DevTools MCP doing the manual pass.