
Tiny Refactor a Day: small AI Experiment
What happens when you put the Boy Scout Rule on a cron schedule — a few weeks of letting an AI agent propose small refactorings every workday, and the safeguards that make it safe.

What happens when you put the Boy Scout Rule on a cron schedule — a few weeks of letting an AI agent propose small refactorings every workday, and the safeguards that make it safe.

What happens when you put the Boy Scout Rule on a cron schedule — a few weeks of letting an AI agent propose small refactorings every workday, and the safeguards that make it safe.

Second in our Show and Tell series. On going from a solo developer overwhelmed by requests to an architect directing a team of AI agents — and the exact workflow, tools, and rules that made it possible.

How we built a semantic layer in git and an AI-facing MCP gateway to make our Snowflake data warehouse trustworthy and accessible to everyone — including AI agents.

When a P1 hits, an AI agent is already reviewing deployments, scanning logs, and opening a war room before the first human joins. Here's how we built an incident management system where agents do the heavy lifting — from detection to post-mortem.

How Rohlik's Maia team turned customer conversations into overnight merge requests, with humans only at the approval gate.

First in our Show and Tell series — engineers sharing what actually works. Michal Vlcek on how he stopped writing code and started managing a team of AI agents, shipping more than ever before.