human-in-the-loop reviewHuman-in-the-Loop for AI Agents: Most Approval Gates Rubber-Stamp
Claude Code users approve 93% of permission prompts, and human reviewers caught 13.6% of harmful actions in Anthropic's tests. Gate only irreversible agent actions, sample the rest with planted errors, and use the free gate in LangGraph or the OpenAI Agents SDK.
October 4, 2026 · 14 min readOpenAI Agents SDKOpenAI Agents SDK Alternatives: Leave Three Features, Not the SDK
The OpenAI Agents SDK is MIT-licensed and runs other models. The lock-in sits in hosted tools, server-side sessions and default tracing. Unwind those first; if you still need to leave, Pydantic AI on Temporal is the exit.
September 30, 2026 · 12 min readAI agent security3 Giants Declare War on Unsecured AI Agents: IBM, OpenAI, Okta
IBM, OpenAI, and Okta converge on AI agent security in 48 hours. 88% report incidents, only 34% have controls. The agentic security stack emerges.
April 16, 2026 · 13 min read