Latest post · AI Security
A practical systems-level explanation of Claude Code as a local agent runtime, covering startup, authentication, tools, permissions, sessions, MCP, plugins, and the Agent SDK.
ChatGPT Pro $100 vs $200: Which OpenAI Codex Plan Gives Developers More Real-World Usage?OpenAI's $100 Pro plan is the best short-term Codex value for many solo developers, while the $200 Pro plan remains the safer choice for continuous large-repo, cloud-task and code-review workflows.
Claude Code vs OpenAI Codex Limits: Which $100 or $200 Plan Is Better for Developers?Claude Code and OpenAI Codex both offer $100 and $200 developer plans, but Codex gives clearer published limits while Claude remains stronger for reasoning-heavy coding workflows.
Ollama Cloud Slowdown Frustrates Users as Low Token Rates Raise Questions About Hosted Open-Model EconomicsUser-reported token rates as low as 8 tokens per second show why Ollama Cloud needs clearer performance metrics, queue visibility and paid-tier expectations.
Claude Max $100 vs $200: Which Plan Gives Developers More Real-World Claude Code Usage?Claude Max 5x is the better-value plan for many solo developers, while Max 20x gives heavier Claude Code users more room for long sessions, large repositories and agentic workflows.
A practical systems-level explanation of Claude Code as a local agent runtime, covering startup, authentication, tools, permissions, sessions, MCP, plugins, and the Agent SDK.
CVE-2026-33017 exposes Langflow AI workflow builders to unauthenticated remote code execution through the public flow build endpoint.
CVE-2026-33634 turned trusted Trivy releases and GitHub Actions into credential-stealing malware inside CI/CD pipelines and developer environments.
SimpleHelp CVE-2024-57727, CVE-2024-57726, and CVE-2024-57728 form an attack chain abused by ransomware actors against MSPs and downstream customers.
CVE-2026-41940 is a critical cPanel and WHM authentication bypass tied to mass exploitation, Sorry ransomware deployment, and an accelerated CISA remediation deadline.
A critical unauthenticated PAN-OS User-ID Authentication Portal zero-day, CVE-2026-0300, was exploited for 26 days before public disclosure, giving likely state-backed attackers root-level firewall access.
Qwen3.6-35B-A3B leads 2026 open-weight AI picks for 128GB Apple Silicon Macs, balancing coding, reasoning, long context and local speed for developers.
Qwen3.6-27B in Q4_K_M-class quantization is the practical pick for a 24GB Apple Silicon Mac, with Gemma 4 26B A4B, Devstral Small 2 and Phi-4-mini filling specialized roles.