How AI is applied across API Evangelist and APIs.io. Read my AI disclosure →
API Evangelist API Evangelist
Discovery
Learnings
Guidance
Toolbox
Alignment
API Evangelist LLC

Debugging production agents is moving earlier in the stack

calendar_today July 17, 2026 person noreply@uselemma.ai (Noah Kostesku) domain uselemma

A coding agent that leaked secrets from repository instructions; a managed runtime that hid injected logic from customer-visible telemetry; a workflow that reported success while one of its tools had already failed. Across all three, reconstructing what happened was easier than reconstructing why.

open_in_new Read original post