AI & Digital Transformation
The Eval Harness I Wish I Built Earlier
I shipped prompt changes for months on vibes. Sometimes the new prompt felt sharper. Sometimes it quietly broke a case we had fixed two weeks earlier. We would discover the...
AI & Digital Transformation
Enterprise AI Buyers Are Asking Better Questions
Enterprise AI buyers used to ask for demos that looked like magic. Lately the better ones ask questions that sound like procurement meets operations theater, in a good way. My...
AI & Digital Transformation
Cheap Drafts Expensive Judgment Is Still My Default
My default AI routing policy is still simple: Cheap models draft. Expensive models judge. Not because you are stingy for sport. Because most of the tokens in a workflow are...
AI & Digital Transformation
Hooks Beat Hope: Making Agents Follow Your Rules
I used to believe instructions were enough. “Always run tests.” “Never commit secrets.” “Follow the lint rules.” I wrote it in the system prompt like a parent taping chores to...
AI & Digital Transformation
Open Source Models Keep Closing the Gap
Open weights releases used to feel like a niche hobby for people with GPUs and patience. Now they feel like a steady drumbeat under the whole industry. Another strong open...
AI & Digital Transformation
Another Model Drop Another Week of Noise
Every few weeks the timeline acts like the universe just invented intelligence again. New frontier model. New leaderboard screenshot. New thread of people who have already migrated their entire life...
Tell me what’s not working.
Stalled growth, spend you can’t trace, systems that fight your team. That’s a good place to start.
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