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Notes on AI, automation & building software
Practical writing from the studio — what we ship, what we learn and how we think about AI in real products.
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FeaturedAI
How to add a useful AI assistant to your product
A practical, no-hype guide to grounding an assistant in your own data — and shipping it without breaking trust.
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AI
Grounding LLMs in your own data without the hype
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Automation
Five workflows every ops team should automate first
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Startups
From idea to MVP in two weeks: how we scope
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Engineering
Why we still reach for Django in 2026
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AI
Agents vs. workflows: choosing the right tool
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Case studies
Cutting document processing time by 90%
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Occasional, practical writing on AI and shipping software. No spam.