Notes from the work
What we’ve learned building real, production-grade AI for established businesses.
August 11, 2026 · 9 min read
How to build production-grade AI agents: 8 lessons from 50+ real deployments
The patterns that separate production-grade AI agents from prototypes that quietly die.
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July 28, 2026 · 8 min read
The business process automation playbook: from messy workflows to reliable pipelines
How we turn chaotic, undocumented workflows into reliable automated systems that hold up.
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July 15, 2026 · 8 min read
Data privacy with LLMs: a practical guide for small and mid-sized businesses
Keeping sensitive data safe while still getting real value from large language models.
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July 2, 2026 · 7 min read
Becoming AI-native: how to drive AI adoption when culture changes slower than code
Culture changes more slowly than code. Here is how to close the adoption gap.
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June 18, 2026 · 8 min read
From experiment to production: how to scale AI systems reliably
The infrastructure and process shifts needed to move AI from the lab to live operation.
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June 4, 2026 · 7 min read
Beyond prompt engineering: structured output patterns for reliable AI
Why reliable AI outputs live in schemas and typed contracts, not clever prompt text.
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