AI-Generated Code in 2026: Trust, Vulnerability Rates, and the Governance Gap
August 25, 2026Ask an engineering director whether AI-generated code is safe to ship, and the honest answer is "it depends on whether your review process scaled with the volume." That is not a comfortable answer, but it is the one the 2025-2026...
Secrets Management in 2026: Sprawl, Non-Human Identities, and the Vault vs Workload Identity Decision
August 19, 2026Every engineering org has a secrets management policy on paper. Most of them are losing ground anyway. GitGuardian's fifth annual scan of public GitHub found 28.6 million new secrets exposed in 2025, up 34% year over year - and that...
GitOps in 2026: Reconciliation, Drift, and the Argo CD vs Flux Decision
July 28, 2026GitOps stopped being a debate somewhere around 2023. In the CNCF's GitOps microsurvey, 60% of respondents had already been running it for more than a year and another 31% had started within the previous twelve months, which puts adoption north...
How to Measure Developer Productivity in 2026: DORA, SPACE, DevEx and the DX Core 4
July 21, 2026Sooner or later every engineering director gets the question from a CFO or a board: "how productive is the engineering team, and is the headcount paying off?" There is no honest single number to hand back, and the instinct to...
Progressive Delivery in 2026: Canary vs Blue-Green vs Feature Flags
July 14, 2026Most teams talk about deploying faster. The teams that survive at scale talk about a different thing: how to put a change in front of production without betting the whole customer base on it being correct. That is what progressive...
Software Supply Chain Security in 2026: SBOMs, SLSA, and What the Cyber Resilience Act Now Demands
July 7, 2026For most of the last decade, "application security" meant scanning the code your own team wrote. That framing is now the smaller half of the problem. The code you ship is overwhelmingly code you did not write - transitive open-source...
