entry

Jun 27

HighStakes: where humans review, where AI handles the rest

adelzaalouk

Something quietly changed in how engineering teams work over the past year, and most leaders I talk to haven't fully reckoned with it yet. Your team adopted AI coding tools. Output went up. That part was visible. What wasn't visible was the review burden that came with it. Faros AI published...

verification-economy blast-radius entry highstakes developer-productivity

May 12

Building Agentic Outcome Loops with an Open-Source Stack

adelzaalouk

I use LLMs to draft product specs (we call them RFEs). The output is usually *fine*, but rarely first-draft ready. Customer evidence is missing. Architecture decisions leak into what should be a business need. Three features get bundled into one. I wanted a way to automatically score drafts...

evaluation mlflow harness-engineering entry ogx