Agentic Systems are such a blackbox more you scale
Because they aren’t deterministic which makes it hard to reproduce things
Also performance degradation is such a big thing, models in codex / claude harness perform way better than the model in your harness it makes you wonder if you’re stupid
I will document some of my learnings overtime of building good agentic systems and how to efficiently iterate rather than make from scratch