NewAI-Era CVE Trends: Discovery and Exploitation

Security,decoded.

Field notes on AI security, cloud architecture, Zero Trust and the vulnerabilities that matter. Written by William OGOU for builders and defenders.

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AI Security

Cloudflare Agentic SOC: Managed Defense AI Harness Explained

Cloudflare Managed Defense is testing an evidence-grounded SOC harness with Clef and specialist AI agents. Learn how it works, what stays human-controlled, who can access the beta, and what agentic SOCs need next.

11 min read

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AI Security

Securing LLMs, agents and MCP: from prompt injection to AI-era supply chains.

64articles

34%

Cybersecurity

Threats, trends and strategy for security leaders and practitioners.

37articles

20%

Cloud Security

Hardening GCP, Azure and AWS: identity, data and network guardrails.

25articles

13%

Vulnerabilities

Critical flaws, active exploitation and the playbooks to respond.

21articles

11%

Zero Trust

Never trust, always verify: identity-first architectures, SASE and ZTNA.

7articles

4%

Network Security

Firewalls, edge and the network layer of defence in depth.

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From the archive

8 more recent reads, newest first. The full library has 188 articles.

  1. Cloudflare Post-Quantum TLS: Automatic Key Exchange Explained

    Cloudflare's Automatic Key Exchange learns each origin's key agreement preference and leads with post-quantum X25519MLKEM768 where supported. Learn how HelloRetryRequests fell from 52% to 3.7%, what to configure, and how to get your origins quantum-ready.

    Cybersecurity

  2. Google Mantis: Open-Source AI Harness to Find and Fix Bugs

    Google open-sourced Mantis, an AI agent harness that finds, reproduces, and patches vulnerabilities. Learn how the pipeline works, its stages, and how to get started.

    AI Security

  3. OWASP OASIS Is Official: AI-Powered Vulnerability Fixes at Scale

    OWASP OASIS is now an official OWASP community project. Learn how its AI-powered fix automation and human validation model aims to remediate open-source vulnerabilities.

    AI Security

  4. Am I Compromised by LiteLLM? Check the 2026 Supply Chain Attack

    Think you may be compromised by LiteLLM? Learn which LiteLLM versions were malicious, how to use the CloudSEK lookup, what to check, and which credentials to rotate.

    Supply Chain

  5. Google Cloud PQC Roadmap: Post-Quantum Cryptography by 2029

    Google Cloud has published its post-quantum cryptography roadmap to 2029. Learn what the 2026 milestones mean for ML-KEM, ML-DSA, Cloud KMS, TLS, certificates, and IAM.

    Cloud Security

  6. OWASP Top 10 for LLM Applications 2026: What Changed?

    A quick comparison of the OWASP Top 10 for LLM Applications 2025 and 2026, including rank changes, renamed risks, expanded coverage, and practical security takeaways.

    AI Security

  7. OpenClaw Incident Response: Step-by-Step Security Checklist

    Found an OpenClaw, Clawdbot, or Moltbot admin panel exposed online? Use this incident-response checklist to contain access, rotate credentials, investigate logs, rebuild safely, and verify recovery.

    AI Security

  8. OpenClaw Docker Deployment Security: Hardening Checklist

    Secure an OpenClaw Docker deployment with trusted images, non-root execution, restricted mounts, gateway authentication, agent sandboxing, resource limits, secret isolation, and safe remote access.

    AI Security
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Portrait of William OGOU

Meet the author

William OGOU

AI Security & Cloud SecOps Engineer

Cybersecurity specialist and cloud architect building privacy-first AI tools. Here he writes about AI and LLM security, DevSecOps, cloud security on Google Cloud and security architecture.

  • AI Security
  • LLM Security
  • DevSecOps
  • Cloud Security
  • Google Cloud
  • Security Architecture
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