Alchemy Loop insights

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.

01

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.
02

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.
03

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.
04

15 September 2026 · Testing

Bug Hunters

A practical, straightforward way to use AI agents for effective user testing before real users find the defects.

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