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Developer Experience

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+9

20 Lessons I've Learned while being humbled by RL (Field notes for fellow Data/PM folks making the leap)

Jun 9, 2026

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21 min read

20 Lessons I've Learned while being humbled by RL (Field notes for fellow Data/PM folks making the leap)

What a handful of experiments has taught me about the pre-training bones of RL environments, rewards, verifiers, holdouts, and harnesses. I’ll share a future Part 2 that gets into optimizer rollouts and policy learning, once that’s done, kicking my a$$.

Adam Grenier
Adam Grenier

Workforce Transformation

+19

The Let-Them-Cook Org

May 28, 2026

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5 min read

The Let-Them-Cook Org

Your team can already build, write, design, and query. The win isn't blocking the slop; it's embracing better sandboxes and smarter filters so experts can thrive.

Adam Grenier
Adam Grenier

Developer Experience

+6

Human-in-the-Loop is the AI job no one asked for

Apr 14, 2026

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1 min read

Human-in-the-Loop is the AI job no one asked for

The "70% problem" where AI does most of the work, but verification becomes the new (soul-crushing) creation cost.

Adam Grenier
Adam Grenier

Context Drift

Context Drift is the field guide to how humans actually adopt AI, written by Adam Grenier who has been in the room, on the mat, and through the pivot more than once.

© 2026 Context Drift.
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