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2695 postsSophos study: AI coding agents look like attackers to a SIEM
Sophos telemetry shows Claude Code, Cursor, and Codex trigger SIEM alerts for credential access and evasion during normal, benign operation.
Kubernetes DNS on AWS, Part 2: The Hidden ztunnel Layer
EKS DNS timeouts traced to Istio ambient mode's ztunnel DNS capture, a hidden layer that mimics NodeLocal DNS failures — fixed with one annotation.
How a hijacked npm preinstall hook delivered a silent infostealer
A hijacked npm package used a preinstall hook to drop a cross-platform Rust infostealer, exposing risks in unattended and AI-agent-driven installs.
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.comFlowOptimizer: Learning to Optimize via Unfolded Flows
MIT and Boston University researchers unveil FlowOptimizer, a flow-based learning-to-optimize framework that outperforms classical and learned optimizers by orders of magnitude.
Partial Prerendering in Next.js: Static Shell, Dynamic Stream
Next.js's experimental PPR feature serves a static HTML shell instantly from the CDN while streaming dynamic Suspense sections from origin in the same response, replacing ISR tradeoffs.
How homoglyph attacks slip past LLM guardrail filters
Jailbreak prompts written with Cyrillic and Greek look-alike characters easily bypass naive keyword filters. The fix: normalize text before matching, not after.
Fan Loyalty Streaks Move to Solana, Immune to App Resets
Loyalty Ledger stores fan check-in streaks and badges as Solana program accounts, so no app owner can reset, inflate, or delete a fan's history.
TypeScript 7 Release Candidate Arrives With Go-Based 10x Speed Boost
Microsoft's Go-based TypeScript 7 release candidate is here. See how the VS Code team migrated and the real-world speed gains from parallel compilation.
GLM 5.2 Local Deployment Guide: Quantization and Hardware Choices
A practical breakdown of running the 753B-parameter MoE model GLM 5.2 locally, comparing Unsloth dynamic quantizations, RAM needs, and hardware options.
The AI Agent Hunting Bugs in My App While I Sleep
One AI agent hunts bugs in a live app hourly while another reproduces and fixes them, using confidence scoring and reproduction rules to stay trustworthy.