◦ Prompt · Orchestrator

Give Your AI Agents an Orchestration Layer — From a Pile of Sub-Agents to a Safe, Self-Conducting System in One Session

Paste this into Claude Code, Cursor, or Aider and it'll walk your agent codebase through building the conductor that sits above your sub-agents: smart routing that picks the right agent and decomposes multi-step work, least-privilege tool scoping and bounded execution so no agent runs away, failure isolation at every boundary so one agent's error never crashes the system, human-in-the-loop confirmation gates, a structured handoff system where agents propose and the human approves (no silent agent-to-agent chaining), and a hot-reloading config-driven runtime that registers new agents without a restart. Interview first, then build tier by tier. Each tier ships independently with verification.

Jun 2, 2026agentorchestrationmulti-agenthandoffsclaude-codetutorial

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Build Your Own Voice-First AI Agent — From Empty Repo to a Talking, Tool-Using, Always-On Assistant in One Session →

Paste this into Claude Code, Cursor, or Codex and it'll interview you, help you name your agent, then walk your codebase through building a voice-first assistant tier by tier: a text conversation loop you can debug before you ever add audio, a tool registry that lets the agent actually do things, real speech-in and speech-out (Deepgram for transcription, ElevenLabs for voice) so you talk to it instead of typing, memory that survives a restart, an always-on background loop so the agent can reach out to you first, and the safety rails that keep a proactive assistant from doing something you didn't ask for. Interview first, then build tier by tier. Each tier runs on its own and is verified before the next begins.