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StackHawk's Wingman fixes security flaws while the AI agent is still coding
48+ min ago (513+ words) UPDATED 08:00 EDT / SEPTEMBER 15 2026 Application security company StackHawk Inc. today launched Wingman, a tool that fixes security vulnerabilities inside the artificial intelligence coding session that produced the flawed code. The software installs into agentic coding workflows, among them Claude Code, Cursor…...
The Production Reality Check: Scaling SSE Subscriptions for GPU Orchestrators (Part 2)
31+ min ago (415+ words) In my last post, we designed a dual Roaring Bitmap inventory engine that mapped our GPU rack runtime availability status to a tiny payload. We set up Server-Sent Events (SSE), tested it on localhost, watched the latency plummet to sub-millisecond…...
Platform Architecture — Data Island
1+ mon, 5+ day ago (682+ words) Architecture at a glance Identity at the top, versioned data in the middle, workshop and AI workbench at the edge — all sharing the same RBAC and writing into the same append-only audit log. Many "AI on top of your warehouse…...
Atlassian Automates Root Cause Analysis by Correlating Metrics, Logs and Traces
48+ min ago (501+ words) Live Webinar and Q&A: Beyond the PR: The New Control Plane for Agentic Software Delivery (Sept 17, 2026) Save Your Seat Lily Mara explains how to avoid high-risk software rewrites through incremental FFI refactoring. She shares how engineering teams can replace Python…...
Codequiry Launches Advanced AI Code Checker for Detecting AI-Generated Source Code - IssueWire
1+ hour, 25+ min ago (252+ words) As the use of AI coding assistants continues to grow, organizations need practical ways to review whether submitted or developed code may have been generated or assisted by artificial intelligence. Codequiry combines machine learning and semantic code analysis to examine…...
The Source |Code Review Harness: What the Scaffolding Around an AI Reviewer Actually Does, and Where DeepSeek Fits
1+ hour, 48+ min ago (391+ words) Code Review Harness: What the Scaffolding Around an AI Reviewer Actually Does, and Where DeepSeek Fits...
"Too many levels of symbolic links" with no symlink in sight: autofs, a bind mount and a cron container
53+ min ago (708+ words) In September, our PHP crons started failing with an error that sounded specific: That is ELOOP, the error a symlink loop gives you, so the first move was to look for a loop on /srv/apps/app-a/task.php. There…...
AI Agent Cost: Where the Money Goes in an Agent Run and 5 Ways to Cut It
1+ hour, 2+ min ago (759+ words) A 20-turn agent run that reads about 59,000 tokens of material gets billed for 656,000 input tokens. Nothing on that invoice is wrong. It's how a stateless model API works, and once you see the shape of it you'll never price an…...
Stop Chasing 100% Test Coverage: Why DevOps Teams Need to Test Smarter, Not More
1+ hour, 26+ min ago (238+ words) Risk-based testing helps DevOps teams prioritize the software failures, improving release confidence without trying to test everything....
Attack Trace Library SkillAtlas Boosts Agent Security
2+ hour, 22+ min ago (292+ words) The resulting attack trace library is not a small sample set. As it stands, SkillAtlas contains 3,014 cases spread across 6,589 traces, adding up to 151,131 recorded steps. Those cases touch 233 distinct affected skills and are organized into 8 separate risk categories, giving researchers…...