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Models & Data
+2
Aug 17, 2026
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5 min read
As model quality converges, model choice is becoming a decision about where control should live.
📘 Playbook
Aug 6, 2026
4 min read
A practical framework for using project directories, taxonomy files, templates, assets, and approval rules to keep AI outputs consistent and reliable.
🧠 Explainer
Jul 1, 2026
7 min read
How to move from one-off AI prompts to repeatable, governed workflows that remember, check, escalate, and improve over time.
+1
Jun 26, 2026
3 min read
Why reliable AI agents need maintained workbenches, clear guardrails, and regular pruning.
Jun 19, 2026
Why production agents need workflow design, not just better models.
Jun 16, 2026
Most AI initiatives don't fail because of technology. They fail because they never become part of how the organization operates.
