DevOps.com, Friday, September 11th, 2026
GitHub's August Outages Show Growth Is Outpacing Infrastructure
Five August incidents traced to capacity saturation, retry storms and database bottlenecks as Actions and Copilot usage surged.
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Vol 342 · Issue 2
DevOps.com — Archive · Vol 342 Issue 2
8 articles that week
DevOps.com, Friday, September 11th, 2026
DevOps' Three Ways Were Never About Tooling
Optimizing the CI/CD pipeline locally can miss the system constraint that Flow, Feedback and Learning were meant to find.
more → DevOps.com, Thursday, September 10th, 2026
Why AI Agents Shouldn't Guess at Vulnerability Exploitability
Determining exploitability needs deterministic graph traversal of the supply chain, not language model inference.
more → DevOps.com, Wednesday, September 9th, 2026
Test Creation Was Never the Bottleneck
AI made code and test generation cheap, but verification and judgment stayed expensive, shifting the delivery bottleneck to review.
more → DevOps.com, Wednesday, September 9th, 2026
AI Has Turned Verification into the New DevOps Bottleneck
AI speeds code generation, but larger pull requests and unchanged pipelines make verification the new DevOps constraint.
more → DevOps.com, Wednesday, September 9th, 2026
Rust's First Debugging Survey Shows Most Developers Skip the Debugger Entirely
Only 46 percent of 2,300 Rust developers use a debugger; 81 percent reach for print statements instead.
more → DevOps.com, Wednesday, September 9th, 2026
Flaw in DeepSeek Harness AI Coding Tool Let Agents Disable Their Sandbox
CVE-2026-82533 let unauthenticated attackers bypass sandbox restrictions through host header spoofing.
more → DevOps.com, Tuesday, September 8th, 2026
Apica Adds AI Agents and MCP Server to Platform for Managing Telemetry Data
Apica Ascent 3.0 adds the Venn AI agent and an MCP server for natural-language telemetry pipeline management.
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