GKGautam Korlamingitar.hashnode.dev·Feb 16 · 5 min readMake your codebase agent readyWe are entering an era where agents will be writing, reviewing, and debugging most of the code. That changes what a well-maintained codebase looks like. Anthropic's engineering team describes progressive disclosure as a core pattern for effective age...00
GKGautam Korlamingitar.hashnode.dev·Feb 6 · 5 min readWe switched to a 5x cheaper LLM. Our costs went up.One PR review burned half a million tokens in an infinite loop. And even after we fixed that, our failover infrastructure was silently destroying our cache hit rates. Kimi K2.5 at $0.60/MTok vs Sonnet at $3/MTok. We wanted to see what it could do on ...00
GKGautam Korlamingitar.hashnode.dev·Feb 3 · 8 min readWe sent our Code Review AI to MoltbookIt was 3:47 PM on a Tuesday when we decided to do something stupid. Moltbook had just gone from 0 to 2,129 agents in 48 hours. A social network built exclusively for AI agents. Reddit, but the posters are AIs. The hype was real, the opportunity was ...00
