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Expert-curated deep-dives on offensive security tools and AI agents — for security professionals, agent builders, and engineering leaders.
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// CATEGORIES
// LATEST
AI & Machine Learning
AG-UI: The Missing Protocol Layer Between AI Agents and Your Frontend
AI & Machine Learning
Heretic: Using Multi-Objective Optimization to Automatically Uncensor Language Models
AI & Machine Learning
Serena: Teaching LLMs to Navigate Code Like an IDE, Not a Text Editor
AI & Machine Learning
Leash: eBPF-Powered Sandboxing for AI Coding Agents
AI & Machine Learning
Magnitude: The Browser Automation Framework That Sees the Web Like Humans Do
AI & Machine Learning
SkillForge: The Opinionated Framework That Treats AI Skills Like Production Software
AI & Machine Learning
VulnLLM-R: Training 7B Models to Reason About Security Vulnerabilities Like Humans
AI & Machine Learning
BandSox: Why Firecracker MicroVMs Beat Containers for Sandboxing Untrusted Code
AI & Machine Learning
Building Explainer Videos from Code: Inside a Timing-First Animation Pipeline
AI & Machine Learning
Vibe Kanban: Orchestrating Multiple AI Coding Agents Like a Team of Junior Developers
Developer Tools & CLI
witr: Tracing the Ghost Processes in Your Stack
Developer Tools & CLI
Gas Town: Git-Backed State Machines for Multi-Agent AI Orchestration
// SIGNAL
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