Field notes · AI, software & systems
Notes on building with clarity.
Practical reading for people deciding what to build, where AI can help, and how to make the resulting system dependable.
Written from the work, not for the algorithm
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A useful place to start.
No jargon for its own sake. Just a clearer way to think about the work in front of you.
AI Agents for Cheltenham Businesses: Where They Actually Help in 2026
AI agents are moving beyond chatbots. Learn where they can help a Cheltenham business, what needs human review, and how to start without unnecessary risk.
Read article 02 Applied AI · Practical adoptionApplied AI for Cheltenham Businesses: Where to Start
A practical guide to using applied AI in Cheltenham businesses without adding confusing tools, unchecked decisions or unnecessary complexity.
Read article 03 Web development · Product decisionsWeb Development in Cheltenham: Do You Need a Website, a Web App or Bespoke Software?
A practical guide to choosing between a website, web application and bespoke software when you need web development in Cheltenham.
Read article 04 Bespoke software · ScopingHow Much Does Bespoke Software Development Cost in Cheltenham?
What actually affects the cost of bespoke software development, and how to start a project with a sensible scope.
Read article 05 Operations · Process improvementWhen Spreadsheets Start Getting in the Way: A Practical Guide for Growing Businesses
How to recognise when spreadsheets and disconnected tools are creating operational risk, and how to choose the right next step.
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