Author
AI security researcher
Covers AI application security, model risk, and agentic system abuse.
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.
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.
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.
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.
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.
Critical LiteLLM CVE-2026-42208 pre-auth SQL injection exposes AI gateway databases, virtual keys and upstream model-provider credentials.