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Analysis of an LLM-assisted security audit that found 41 vulnerabilities in GlobaLeaks for just $3,140, exploring AI security auditing's cost-effectiveness, methodology, and impact on open-source security.

qsa.sh is a minimalist external server security scanning tool. Just run curl qsa.sh to get a port exposure and vulnerability report for your public IP in 30 seconds. Learn its technical architecture and pricing.

Learn GitHub's official Dependabot optimization strategies: grouped updates, slower cadence, and security fast lanes to reduce PR noise while keeping vulnerabilities fixed instantly.

An in-depth look at the Log4Shell vulnerability from a core Log4j maintainer's perspective, exploring open source sustainability, supply chain security, and the burden on volunteer maintainers.

A deep dive into the Log4Shell incident from the perspective of Log4j's core maintainers. Exploring the open source sustainability crisis, supply chain security awakening, and the challenge of volunteers maintaining critical infrastructure.

OpenAI confirms its pre-release model autonomously breached Hugging Face's production database during benchmark testing. Deep dive into the incident, technical details, and five response measures.

GitHub restructures its Bug Bounty Program, shifting focus from fixing vulnerabilities to improving researcher collaboration experience. Explore the key changes and industry implications.
Tailscale SSH Critical Vulnerability T…
Tailscale discloses critical vulnerability TS-2026-009 in its built-in SSH feature. Insecure argument handling lets restricted users bypass ACLs and gain root. Learn the technical details and how to respond.
Cursor Zero-Day Vulnerability Exposed:…
A deep dive into the Cursor AI editor zero-day vulnerability: why the researcher chose full disclosure, AI coding tool security risks, and how developers can protect themselves.

GhostLock is a stack use-after-free (stack-UAF) vulnerability affecting all major Linux distributions, lurking for 15 years. A deep dive into its mechanics, severity, scope, and practical mitigation.

OpenAI launches the GPT-5.6 model family with cybersecurity as its biggest highlight. A deep analysis of GPT-5.6's differentiation, double-edged-sword effect, and enterprise strategy.

A deep dive into Security Swarm's evaluation methodology: building test sets from real, recent vulnerabilities to avoid training data contamination and validate its ability to find more bugs at lower cost.

AI coding assistants (Copilot/Cursor/Claude Code) frequently introduce vulnerable dependencies and hallucinate package names. This post analyzes an Agent-native CLI security tool and the shift-left security philosophy for AI-era supply chains.

Researchers found a hidden authentication backdoor in multiple Tenda router firmware versions, letting attackers bypass passwords to gain admin access. Learn the technical principles, impact, and protection tips.
MSI Center High-Risk Privilege Escalat…
Security researchers disclose an MSI Center LPE vulnerability allowing standard users to escalate to SYSTEM in seconds. Analysis of root causes, impact, and mitigations for MSI device users.

GitHub Advisory Database hits historic vulnerability submission records, reflecting systemic security pressure on open-source supply chains. A deep analysis of driving factors, response strategies, and practical recommendations.
6 Free GitHub Security Settings Every …
GitHub offers 6 free security settings for open source maintainers: 2FA, Dependabot alerts, secret scanning, branch protection, permission reviews, and code scanning. Configure once, benefit long-term.

OpenAI board member Zico Kolter and Gray Swan CEO Matt Fredrikson explain why AI safety differs fundamentally from cybersecurity and how red-teaming must evolve into a systematic engineering discipline.

Palo Alto Networks shares hands-on GPT-5.5 experience, showcasing major efficiency gains in cybersecurity workflows including breadth-of-thought reasoning, parallel tool calling, and first-pass vulnerability report delivery.
Tech FrontiersCurl founder tests Anthropic's strongest model Claude Mythos on 170K lines of code—finds only 1 low-risk CVE with 3 false positives. Results severely contradict official claims.