
Build AI-Generated Code Guardrails: The 6 Checks Anthropic Runs
How to build AI-generated code guardrails before shipping: the six checks Anthropic runs, what each catches, and the cost of running them on your own repo.

How to build AI-generated code guardrails before shipping: the six checks Anthropic runs, what each catches, and the cost of running them on your own repo.

Here is how to migrate to a new CMS with zero downtime: a cookie-routed proxy Worker, staged 1%-100% rollout, and a 28,000 RPS DDoS absorbed mid-migration.

Build a self-hosted AI coding agent with sandboxed execution. One prompt produces a repo, tests, CI, and deployed app — $25/mo, no cloud bills.

Use Vercel CLI DNS commands to manage records, renew domains, and pause projects from terminal. Automate with --json output.

V8 pointer compression finally lands in Node.js: one Docker image swap cuts heap memory ~50%, improves P99 latency, and can save $80K-$300K a year.

Docker Swarm vs Kubernetes: a live SaaS runs for $166/year with zero crashes in 10 years, while the average Kubernetes cluster wastes 87% of its CPU.