Most of what’s written about AI agents sounds great in theory — until you try to make them work in production. The seductive ideas (multi-agent orchestration, RAG, prompt stacking) often collapse under real-world constraints. Why? Because they optimize for the wrong thing. In this talk, Nik Pash shares hard-won lessons from building large-scale coding agents at Cline — what failed, what survived, and why the next leap forward won’t come from clever scaffolds, but from evals and environments that truly measu ...

⚡ Delysium ‘Lucy’ Beta V2@The_Delysium ships smoother, more stable multi-agent orchestration in V2, with more drops teased through August. Better coordination = more reliable agent swarms for real apps.3/7 ...