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![[tl;dr sec] #322 - GitHub's Supply Chain Roadmap, Scaling Vulnerability Management with AI, Finding Vulnerabilities Across Repos](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)
[tl;dr sec] #322 - GitHub's Supply Chain Roadmap, Scaling Vulnerability Management with AI, Finding Vulnerabilities Across Repos
GitHub's plan to harden GitHub Actions and supply chain security, automating and scaling SAST and SCA vuln management, OSS tool that uses AI agents to reason about vulns across repos

Clint Gibler
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![[tl;dr sec] #321 - Sandboxing AI Agents, Trivy Compromised, Pentesting AWS' AI Pentester](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)
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![[tl;dr sec] #320 - Ramp's Security Agents, How Datadog Caught Malicious OSS Contributions, Obliterating Model Refusals](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)
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![[tl;dr sec] #319 - AI is Eating Security, BSidesSF & RSA, Claude Finds Firefox 0-days](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)
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![[tl;dr sec] #318 - Unprompted Talk Summaries, AI Bot Hacking GitHub Actions, AI Skills & Semgrep Rules](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)
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![[tl;dr sec] #317 - 100+ Kernel Bugs in 30 Days, Secret Scanning, Threat Actors Stealing Your PoC](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)
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![[tl;dr sec] #316 - How Trail of Bits uses Claude Code, GitHub Threat Intel, Open Source AI Pentesting Tools](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)
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![[tl;dr sec] #315 - Securing OpenClaw, Top 10 Web Hacking Techniques of 2025, Discovering Negative-Days with LLMs](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)
[tl;dr sec] #315 - Securing OpenClaw, Top 10 Web Hacking Techniques of 2025, Discovering Negative-Days with LLMs
Minimal OpenClaw alternatives, scanning tools, and hardening guidance, PortSwigger's curated top web hacking techniques, open source GitHub Action to flag commits fixing vulnerabilities before they get a CVE

Clint Gibler
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![[tl;dr sec] #314 - ClawdBot Security, Security Scorecards, Threat Framework for SDLC Infrastructure](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)
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![[tl;dr sec] #313 - MCP Security Hub, IDE-Shepherd, Plaid's Security Pipeline as Code](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)
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![[tl;dr sec] #312 - The Industrialization of Exploit Generation, macOS EDR Evasion, Hacking the AWS Console](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)
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![[tl;dr sec] #311 - Slack's Security Agents, Cloud-Native Detection Engineering, Trail of Bits' Claude Skills](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)
[tl;dr sec] #311 - Slack's Security Agents, Cloud-Native Detection Engineering, Trail of Bits' Claude Skills
Slack's AI agent system to optimize security alert investigations, deep dive into cloud-native detection engineering, ToB's open source Skills for security research, vulnerability detection, and audit workflows

Clint Gibler