When mocks lie
A concrete integration bug from an AI-built research system: both sides of a contract had passing unit tests, but the real components broke when they met.
Notes on systems, data, and building things that expose their own reasoning.
A concrete integration bug from an AI-built research system: both sides of a contract had passing unit tests, but the real components broke when they met.
What changed when checkpoint gates stopped being just approval steps and became the place where the architecture improved.
Why I wrote a full spec pack before building an autonomous European equities research system with an AI agent, and why the docs were useful precisely because they were allowed to change.
A European equity research pipeline built around audit trails, backtests, refusal points, and a dashboard that exposes what the agents did instead of hiding it.
How I built and refined an interactive app to measure French purchasing power in minutes of work - from minimum wage to median salary, from a magazine article to a full economic tool, with AI as both copilot and auditor.