Posts on adlc

Review time is the new bottleneck. The fix isn't trusting the model, it's putting an adversarial agent in front of every AI output so trust becomes a property of the process, not a feeling.

A step-by-step field guide to building internal model benchmarks: the five failure axes, deterministic-first tiers, and how to catch "confidently wrong" before it hits production.