/ insights · 6 articles
Notes on
stable AI systems.
/ EngineeringMay 12, 2026
Why most AI agents fail in production, and the boring fix.
Evals, retries, and the unglamorous infra that separates demos from systems your team actually trusts.
/ StrategyApr 28, 2026
Stop buying SaaS for problems your team has in three places.
When a focused internal tool beats another subscription, and how to know which side you're on.
/ AIApr 14, 2026
RAG vs fine-tuning: a decision tree you can actually use.
Six questions to ask before you spend a week on the wrong approach.
/ AIMar 30, 2026
From data to decisions: turning dashboards into action.
How to wire models into the moments people actually choose.
/ OperationsMar 17, 2026
The first 90 days of an AI program, week by week.
What to ship, what to measure, what to refuse, and how to keep momentum past month two.
/ StrategyMar 03, 2026
Owning your stack again: the case for custom over off-the-shelf.
The hidden cost of stitching together ten SaaS tools, and a calmer way out.