A developer argues that AI-generated code has shifted the bottleneck from writing to reviewing, citing data showing increased pull request volumes and review times, plus higher bug rates. Studies and …
Blacksmith, a San Francisco startup building CI infrastructure for GitHub Actions, raised $45 million in a Series B led by Peak XV Partners at a $550 million valuation, up 10x from a year ago, to addr…
Anthropic's Opus 5 model improves self-verification but shifts the bottleneck to code review, as developers face larger diffs and longer review times. Telemetry from Faros AI and LinearB shows median …
Faros AI found median pull request review time up 441% across 22,000 developers, with 31% of PRs merging with zero human review, as AI coding tools break traditional review pipelines. Developers rubbe…
Veracode's July 2026 GenAI Code Security Report, which tested more than 150 large language models, found that only 55% of AI-generated code passes basic security tests, a figure unchanged since 2023, …
AI coding tools now generate 42% of committed code, projected to reach 65% by 2027, yet the security pass rate has stalled at 55% since 2023, according to Veracode's July 2026 GenAI Code Security Repo…
A new report from Faros AI finds that since the adoption of AI coding tools in January and February, pull-request review quality has declined, with more comments, longer comments, and many PRs merged …
AI-generated code has inverted the economics of open source, making review, not code, the scarce resource, according to a post from an unnamed maintainer. The post argues that plausible-looking AI dif…
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…
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…
Fireworks AI released Fireworks Nexus, a drop-in routing and cost-control layer that moves routine coding work to open-weight models, citing a Forbes report that Uber exhausted its entire 2026 AI budg…
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…
Dexter, CEO of HumanLayer, argues that the push for AI-driven software factories is leading to lower code quality and more outages, citing a Faros AI report showing pull-request review quality down, i…
AI-generated code often appears production-ready but can introduce security vulnerabilities that standard review processes miss, according to recent benchmarks and telemetry data. Faros AI's study of …
Faros AI's 2025 study of 10,000+ developers across 1,255 enterprise engineering teams found that high AI adoption led to a 21% increase in task completion and 98% more pull requests merged, but review…
A developer argues that using AI to catch AI-generated code drift is the wrong approach, citing non-deterministic results, compounding costs, and opacity. Instead, they advocate for deterministic rule…
AI coding tools have made code review the bottleneck, with teams merging 98% more pull requests while review times climb 91%, according to Faros AI. Microsoft research analyzing 1.5 million review com…
Only 32% of organizations have achieved sustained enterprise-wide AI impact despite 86% of C-suite leaders increasing AI investment, according to Accenture's 2026 enterprise data. The dominant AI inte…
Strix, an open-source AI penetration testing agent, reached 34,000 GitHub stars this week as a response to a surge in security vulnerabilities from AI-generated code. CVEs traced to AI-written code ju…
A Faros AI study of 22,000 developers across 4,000 teams found that AI coding tools boosted PR counts by 98% but tripled production incidents per PR, with code churn jumping 10x and bugs per developer…