Insights
Notes on autonomous infrastructure
How we think about CI/CD, self-healing clusters, predictive autoscaling, and the boring engineering behind exciting ideas.
Engineering 7 min
Why AI-screened CI/CD beats every gate you've already tried
Linters, code review, e2e tests, canaries — and yet bad deploys still ship. Here's why screening at the model layer changes the game.
Read postInfrastructure 6 min
Self-healing clusters: the boring version of an exciting idea
Auto-remediation isn't an AI fantasy — it's a tight feedback loop between detection, attribution, and policy. Here's how we built ours.
Read postPerformance 5 min
Predictive autoscaling, explained without the buzzwords
Reactive autoscaling is a thermostat. Predictive autoscaling is a weather forecast. Here's why that distinction shows up in your p99.
Read post