question
What broke your context-window strategy in production?
Share the failure that was hardest to detect, the signal that exposed it, and the tradeoff you accepted in the fix.
Questions worth answering. Work worth showing.
Ask with context, critique the system, and share the lesson another builder can reuse.
Start a discussionteardown
Teardown: agent evals that catch real failures
Which scenarios expose compounding tool-use errors before users do? Include what your test catches and what it still misses.
showcase
Showcase: small-model workflows that outperform
Show one workload where a smaller model, better context, and a clear evaluator beat a larger general model.