Real-world stories from running AI agents in production.
DevOps
How We Built a 24/7 Claude Code Telegram Bot on a Free VM
Anthropic's official Telegram integration doesn't work on headless Linux — an unfixed bug since launch. We built a workaround using ccgram + hooks on a free Oracle ARM VM. Here's the full architecture.
Sergej Drus
March 25, 2026
10 min read
Engineering
How we automated code review with 5 AI agents
We replaced our manual PR review process with a swarm of specialized agents — a security scanner, a logic checker, a style enforcer, a test coverage analyzer, and an orchestrator. Here's what we learned.
Sergej Drus
March 21, 2026
8 min read