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Applied AI, written for people doing the work.
Practical notes on using AI responsibly in software delivery, operations and the testing that makes a system ready for real people.
28 October 2026 · Document redaction
What High-Accuracy Document Redaction Actually Takes
Why reliable redaction comes from layered detection, client-controlled rules and measurable reviewer effort—not one clever model.26 October 2026 · AI in everyday software
Bring Your Own AI Expert to Every Meeting
Meet Casey—your personal AI meeting expert for Microsoft Teams and mobile.24 October 2026 · AI compliance
Client Data, Compliance, AI & LLMs
What compliance teams should ask before an AI tool goes near client records—and why not sending records is stronger.24 October 2026 · Client compliance
Are Your Teams Following the Right Client Requirements Today?
Why changing SLAs, guidelines and internal procedures need governed, time-aware answers—not another document search.24 October 2026 · AI-assisted engineering
2nd Engineer: AI coding is fast. Second opinions should be, too.
A practical guide to adding an independent, real-time second opinion to an AI-assisted development workflow.15 September 2026 · Testing
Bug Hunters
A practical, straightforward way to use AI agents for effective user testing before real users find the defects.Keep the conversation going