Feature flags are the cheapest insurance you will ship
Feature flags separate deployment from release, so teams can turn risky behaviour off in seconds and investigate after the system is healthy.
ReadInsights
Notes from the work itself.
Practical notes on AI-first engineering, software architecture, security and delivery, written for the people who have to decide what gets built and who pays for it when it goes wrong.
Compliance is going to be the moat
Enterprise AI buyers will value evidence: what a system did, when, and who approved it.
ReadThe migration nobody noticed
The safest migration has no cutover moment. Old and new run side by side until the new path is proven and the old one…
ReadTwelve questions a board should ask before approving an AI project
Approve AI projects with written answers, measured evidence, clear ownership, data controls and a plan for failure.
ReadTests before the rewrite, every time
Test the old system before you rewrite it. The tests capture real behaviour, including undocumented bugs, so the replacement matches reality.
ReadWhat happens to the agency when the model writes the code
Software agencies built on capacity are exposed. Accountability, sector depth and delivery risk are the parts that still hold value.
ReadThe discovery phase is where agencies hide the risk
Discovery should reduce uncertainty and end in a fixed price. If it only produces a report, the risk has stayed with you.
ReadBuying outcomes instead of hours
Why paying for finished software outcomes beats paying for hours, and where fixed-price work still has real limits.
ReadRed-team week, and what it finds every single time
Before handover, we spend a week attacking our own work. It always finds issues that ordinary tests and scanners miss.
ReadLegacy modernisation is now an AI problem
AI makes legacy discovery faster and cheaper, but the findings still need verification before a safe, staged modernisation.
ReadNext step
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A senior engineer reads every enquiry and replies within one business day with an honest assessment, including when we think you shouldn’t build it. No sales call, no deck.
