Analysis of where AI actually lands in IT operations — what works, what it costs, and what the evidence is. Every claim states its basis, and every figure says where it came from.
Latest · AI in IT operations
More code, less confidence
Where quality breaks in agile teams — what DORA 2025, GitClear, LinearB and Stack Overflow data say about why scrum teams ship worse code, and the habits of the teams that don't.
Jose Constela · 2026-08-13 · 7 min read