Spec-Driven Development sets written specs before AI coding; a 4-step flow links requirements, design docs, tests, and QA.

Complaints to HMRC have surged to 93,589 in 2024/25, a five-year high, with compensation payments rising 35% as service standards come under renewed scrutiny.

However, AI comes with risks, too. If you use the tool incorrectly, you will get undesirable results, and in catastrophic ...