What Is ChatGPT Dots? OpenAI's Always On Agents Explained
ChatGPT dots are OpenAI's always on agents, launched 29 Sep 2026. What a dot does, who can get one, what it costs and what it cannot do yet.
Concepts
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Tag
#Human-in-the-Loop
10 posts tagged Human-in-the-Loop.
Why Does Claude Code Keep Asking for Permission?
Claude Code asks because Manual mode gates edits, shell commands and web requests. The fixes, safest first: modes, allow rules, sandboxing, then bypass.
Guides
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Claude Code Planning Mode: How to Use Claude Plan Mode
Claude Code plan mode, checked 29 Sep 2026: the Shift+Tab shortcut, --permission-mode plan, defaultMode, what it blocks, the approval options and opusplan.
Guides
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How to Brief Your Orchestrator (So the Floor Actually Ships)
A practical guide to briefing Munder Difflin's GOD orchestrator: state the goal not the steps, set constraints and budgets, name the deliverable, and let Michael staff the floor. With bad-vs-good brief examples, mid-run steering, and Talk mode.
Guides
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How to Use the Built-in Monaco IDE
A practical walkthrough of Munder Difflin v0.3.3's built-in Monaco IDE: the title-bar IDE button, the git CHANGES rail with side-by-side diffs vs HEAD, the file tree, tabs, Cmd/Ctrl+S save — and the agent review workflow it enables.
Guides
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Review Agent Work Where It Happens
AI agents produce diffs faster than humans can review them, and alt-tabbing to an external editor breaks supervision flow. The case for review-in-place: Munder Difflin's built-in Monaco IDE puts a CHANGES rail and side-by-side diffs vs HEAD right on the office floor.
Concepts
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Voice Is a Control Plane, Not a Gimmick
Voice is a terrible way to write code and a great way to run a fleet. Why low-bandwidth commands over high-bandwidth work is the right split — with Munder Difflin's Talk mode (echo-back confirmation, spend caps, michael-voice attribution) as the case study.
Concepts
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Approving AI Agents: Human-in-the-Loop Without a Queue
How to approve what AI agents do without a parallel approval queue: native permission prompts, routing 'to: human' to the orchestrator, remote approval.
Guides
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Overnight AI Coding: What's Realistic (and What's Not)
An honest look at letting AI coding agents run overnight — what works today, where guardrails matter, and what still needs a human in the morning.
Use Cases
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Human-in-the-Loop AI Agents: Approvals That Don't Slow You Down
Design human-in-the-loop AI agents that stay autonomous: an approvals queue that escalates only spend, destructive ops, and scope changes.
Orchestration
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