A developer spent a year optimizing the wrong bottleneck in AI-assisted software development, finding that removing humans from the pipeline shifted the bottleneck to code review and integration. Tele…
Brands that treat regulatory compliance as a design principle rather than an afterthought gain a competitive advantage, according to a payments industry executive. The EU AI Act and DORA are cited as …
According to the DORA 2025 report, AI adoption amplifies existing engineering strengths and weaknesses, with stability declining for all teams as throughput rises. Developers using AI daily produce ro…
DORA's 2025 research on AI-assisted software development identifies seven team profiles and seven capabilities that drive better outcomes when combined with AI adoption, according to Nathen Harvey in …
The introduction of LLMs into the software engineering lifecycle has shifted the DevOps threat model from scaling to security, as AI-generated code bypasses traditional review processes and introduces…
A systematic review of 181 documents, including 116 empirical studies, finds that AI-assisted software development accelerates code production more reliably than delivery, with controlled assistant st…
Vibe coding is not dead but is being renamed as its original meaning splits into two distinct modes, according to an analysis of industry data and statements from its inventor Andrej Karpathy and Goog…
A new analysis of engineering telemetry from 22,000 developers across 4,000 teams finds that heavy AI adoption boosted task completion by 34% and epics per developer by 66%, but incidents per pull req…
A developer's comparison of AI agent safety tooling identifies three categories: observability, security guardrails, and compliance evidence. The post argues that most teams lack compliance evidence t…
Mean time to recovery (MTTR) is the wrong metric for AI-era engineering teams because AI tools produce 41% more bugs and 98% more pull requests, making MTTR unable to keep up, according to CTO Evan Ma…
Systems thinking has become the most valuable skill in AI hiring, according to a Forbes analysis citing Netflix, Gartner, DORA, and a $5 billion funding round for Temporal. The skill is now the key di…
A new report from Trinity College Dublin and Microsoft warns that 92% of Irish organizations are using or planning to use AI, but the gap between firms getting real value and the rest is widening. Gue…
Amazon CloudWatch launched Coding Agent Insights on July 20, 2026, providing engineering teams with an AWS-native dashboard to track AI coding tool spend, adoption, and output across Claude Code, GitH…
Measuring individual output like pull requests or closed tickets has become a misleading proxy for value creation now that AI agents can produce code faster than teams can review it, argues a post by …
A developer analyzed DORA's disaster recovery requirements and found that the regulation does not mandate multi-AZ or multi-region architectures, instead focusing on recovery time objectives (RTOs) an…
Mitratech warns that most compliance teams using AI lack the governance architecture to make AI-assisted decisions defensible under regulatory scrutiny. The EU AI Act, DORA, and UK FCA guidance requir…
Arize AI, co-authored by Duncan McKinnon and Jitendra Yadav, argues that AI productivity should be measured by connecting AI usage to validated downstream outcomes rather than activity metrics like to…
LinkedIn users discuss the 'Reverse Information Paradox,' where enterprises risk losing proprietary knowledge when using external AI models. Commenters highlight that under the EU AI Act, accountabili…
A developer argues that security teams lack leading indicators equivalent to DORA metrics for delivery health. They propose five adapted metrics—evaluation frequency, time to remediate, mean time to r…
Attestor, an open-source zero-trust boundary for AI agents, enforces policy, authority, and scope checks before high-risk operations like payments or data access execute. The system returns admit, nar…