Engineering

Concept

When to Use No-Code vs Code for AI Automation

A decision framework for n8n/Zapier vs Python/TypeScript — based on complexity, volume, team skills, and how often the logic changes.

Case Study

Case Study: 12-Person Startup Cuts PR Cycle Time with AI Review

How a seed-stage team added an AI code reviewer on every PR — blocking security patterns, surfacing nits, without replacing human approval.

Case Study

Case Study: One MCP Server, Three AI Clients

How an internal platform team wrapped their admin API as an MCP server — Claude Desktop, Cursor, and a custom support bot shared the same tools.

Prompt

RFC from a Loose Spec

Turn vague product requirements into a structured RFC engineers can actually build from.