DEVOPS

Ray CVE-2025-62593 was exploited by the RondoDox botnet before disclosure, then added to CISA KEV. How to check if your Ray setup is exposed and harden it.

GitLab to GitHub migrations are GA in GitHub Enterprise Importer: how gh gl2gh exports projects, turns merge requests into pull requests, and what you rebuild.

A Hanwha Vision camera shipped a GitHub admin token in its login page because a Vite build leaked process.env. How it happened and what to fix in your CI.

AWS billing bug: a unit conversion error in S3 cost estimates sent developers alerts for billions and even trillions of dollars. What caused it and what to do.

Headless AI coding agents in CI compared: Claude Code, Codex CLI, Gemini CLI, and opencode on invocation flags, sandboxing, auth, and output formats.

Best AI code review tools in 2026: CodeRabbit, DeepSource, Greptile, SonarQube and Copilot code review compared on pricing, platform support and security.

How one audit of 31 deployed apps turned into dozens of fix PRs in a day - missing favicons, Sentry on zero hosts, and what shipped versus what did not.

Migrating 38 apps from Replit to Coolify in one day with parallel Claude Code subagents, gh and neonctl - the recipe and real stats on stubs and false-empties.

Run Claude Code through your own gateway, Bedrock, Google Cloud or local GPUs. Five patterns with verified env vars, model IDs and what Anthropic supports.

One dev, one CLI, 24 subdomains, and a lot of parallel agents. The stack, registry, agent loop, and honest lessons behind shipping an AI app portfolio.