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human-in-the-loop
6 postsDesigning the Moment an AI Agent Needs Human Input
When an AI agent asks a question, it's a handoff of responsibility, not chat. A practical framework for designing notifications, approvals, and safe resumption.
A Config-Driven Control Plane for Human-in-the-Loop Multi-Agent Systems
A config-driven control plane lets one operator supervise many human-in-the-loop AI agents, using pub/sub routing by capability and a three-message protocol.
Building Real Human-in-the-Loop Controls for AI Coding Agents
Approval prompts often fail to stop risky AI coding agent actions. Learn a risk-graded approach that prevents, not just reviews, the dangerous ones.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comChange proposals in FHIR: human review for AI-driven writes
Letting AI agents write directly to FHIR is risky. This pattern turns mutations into reviewable Bundle proposals, keeping a human in the loop before anything executes.
Human-in-the-Loop Is Not a Governance Strategy
Approval modals in agentic AI systems often provide the illusion of oversight, not real control. Here's what genuine human-in-the-loop design actually requires.
AI Security: Why Prompt Engineering Falls Short
AI security requires more than system prompts. Measures against Prompt Injection must be implemented.