Everyone agrees AI makes senior engineers more valuable. Almost nobody asks where the next generation...
The Junior Developer Pipeline Is Broken... And AI Broke It
Everyone agrees AI makes senior engineers more valuable. Almost nobody asks where the next generation...
Build MCP usage metering with tool-call ledgers, idempotency, quotas, pricing rules, customer-visible receipts, and billing-safe reconciliation.
A practical, engineer's checklist for running AI-generated code safely in production — disposable containers, network egress, filesystem, resource limits, quotas, secrets, and audi...
Every team I've watched ship a broken measurement system broke it the same way. Not with bad math —...