debugging
Why binary AI disclosure systems fail (and how to design better ones)
Binary AI disclosure flags collapse a spectrum into one bit and end up incentivizing dishonesty. Here's how to design provenance that actually works.
aidevopsgit
debugging
Why Your Engineering Org Has No Idea What Anything Costs (And How to Fix It)
Most engineering teams have no idea what their work actually costs. Here's a practical framework for tracking effort allocation and making better decisions.
engineeringmanagementproductivity
debugging
How to Fix the Broken Feedback Loop Between Engineering and Management
Fix the broken feedback loop between engineering and management with ADRs, risk profiles, and shared vocabulary systems.
engineeringmanagementteamwork
debugging
How to Stop Over-Engineering with AI When a Simple Query Will Do
Stop over-engineering with AI. A practical framework for knowing when a simple SQL query or regex beats an LLM call, with real code examples.
engineeringaipragmatism