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News
Why AI Agents Shouldn???t Guess at Vulnerability Exploitability
3+ day, 15+ hour ago (579+ words) AI can explain vulnerability findings, but reliable prioritization requires deterministic systems that trace exploitability through real evidence....
Test Creation Was Never the Bottleneck
4+ day, 16+ hour ago (377+ words) AI is making code generation cheaper while verification stays expensive, shifting the software delivery bottleneck toward review and judgment....
GitHub Workflows Strain Under AI Agent Development
4+ day, 20+ hour ago (18+ words) Commits, pull requests, issues and branch changes now arrive at machine speed, and the systems that scaled fine....
GitHub Puts Guardrails on Copilot's Sandbox Inside JetBrains IDEs
4+ day, 21+ hour ago (46+ words) JetBrains IDEs are where a lot of enterprise backend work happens — Java, Kotlin, Spring, big monorepos with a lot to break. So when an AI coding agent GitHub now lets admins set sandbox policy for Copilot in JetBrains IDEs—filesystem,…...
Flaw in DeepSeek Harness AI Coding Tool Let Agents Disable Their Sandbox
4+ day, 21+ hour ago (763+ words) By: Jeff Burt on September 9, 2026 Amid ongoing reports of AI agents breaking free of their isolated environments and wreaking havoc, comes news that a recently fixed vulnerability in DeepSeek Harness, the Chinese company’s popular open-source AI coding tool, allowed agents…...
Rust's First Debugging Survey Shows Most Developers Skip the Debugger Entirely
4+ day, 22+ hour ago (140+ words) By: Tom Smith on September 9, 2026 For many developers, it is simply faster and more reliable. If a debugger cannot clearly display strings, collections, enums or other values, println! and dbg! provide quicker visibility into runtime behavior. The Rust team is…...
GitHub Quietly Fixes One of Dependabot's Oldest Headaches
5+ day, 4+ hour ago (254+ words) By: Tom Smith on September 9, 2026 Every security team that has run Dependabot against a private registry knows the drill. You need a personal access token, a safe place to store it, a reminder to rotate it, and a way to…...
GitHub's New Copilot Feature Takes the Guesswork Out of Picking AI Models
6+ day, 4+ hour ago (96+ words) GitHub's Project HydraFusion auto-routes coding tasks to the right AI model, cutting costs without sacrificing code quality....
Observability 2.0: Why DevOps Teams Are Moving From Monitoring to Intelligent System Understanding
1+ week, 3+ day ago (1172+ words) Modern observability goes beyond dashboards and alerts, connecting telemetry across cloud, AI and CI/CD systems to help engineers understand why failures happen....
From the Horse???s Mouth: Anthropic Says AI Has Changed the SDLC
1+ week, 4+ day ago (1230+ words) Anthropic’s AI-native SDLC playbook argues that faster coding is shifting the bottleneck to planning, governance, deployment and operations....