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175 postsGoogle's AI Control Roadmap treats AI agents as potential insider threats
Google's AI Control Roadmap details a defense-in-depth system that treats AI agents as insider threats and monitors them with trusted AI supervisors.
How AI Pinpointed the Root Cause of a Multi-Region K8s Outage
How Trendyol used an LLM to trace a multi-region Kubernetes outage to a systemd upgrade bug in under an hour, sifting 200MB of logs.
Bringing OS-Style Interrupt Handlers to Browser Automation
How a Cue-based interrupt-handler pattern fixes flaky browser automation scripts, with reliability safeguards and a compile-to-plain-code export.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comeBPF and TCX bring line-rate network visibility to hostile CI jobs
Blacksmith explains how eBPF programs attached via TCX and a host-side DNS proxy deliver line-rate network observability for untrusted CI VMs.
Microsoft and Wiz's bug hunters detect over 90% of vulnerabilities
Microsoft and Wiz have developed AI systems for detecting software vulnerabilities. MDASH and Atlas stand out with their high success rates.
XY: A Fast and Customizable GPU-Accelerated Plotting Library
XY is a fast, interactive Python charting library accelerated by GPU.
Software Factories: Light and Dark
Software factories are reshaping the interaction between humans and automation. An exploration of the dynamics of dark and light factories.
Building AI Agents? Key Anti-Patterns to Avoid for Success
Learn about the anti-patterns that cause AI agent projects to fail and how to avoid them.
Profiling in PyTorch (Part 3): Attention is All You Profile
Explore profiling the attention mechanism in PyTorch, focusing on performance enhancements through in-place operations.
Optimizing a[mask] = f(a[mask]) on NEON for Better Performance
New methods for optimizing condition-based operations on NEON. Key insights for developers.