01Foundation · 7 min read
Before the agent: rebuild the source of truth
Why the reliability of an AI system begins with the operational record underneath it.
Read the articleInsights
Guides for choosing, testing, and maintaining AI workflows.
Checklists and explanations for decisions before and after launch.
Latest articles
One useful decision at a time.
Each article explains a choice that matters before or after an AI system goes live.
02Deployment · 6 min read
What shadow mode catches before production
Real inputs and simulated outputs reveal the failures a polished demo cannot show.
Read the article03Governance · 8 min read
The approval gates that should never disappear
A practical framework for separating routine execution from consequential judgment.
Read the articleTopics
What the library covers.
Strategy
Choose the right workflow and define what should improve.
Operations
Map the work, prepare the data, and connect the right tools.
Reliability
Test failures, keep approval steps, and monitor what happens after launch.
Maintenance
Keep documentation, monitoring, and review current as tools and work change.