Series: AI Isn’t an Engineering Problem Anymore (Part 2) It’s a cost problem—and most teams don’t...
Why most LLM API usage is quietly inefficient
Series: AI Isn’t an Engineering Problem Anymore (Part 2) It’s a cost problem—and most teams don’t...
What Adobe's Workfront MCP server does, where it stops, and what a verified Claude toolkit does differently — findings from production, with timings.
A forged confirmation, falsely green tests, and the acceptance gate I built afterward.
Same model, different harness: why agent reliability depends on the system around the model.