AI Agent Orchestration Starter Kit
Production-ready multi-agent AI kit with memory & HITL
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Multi-agent AI orchestration with a supervisor that decomposes tasks and delegates to specialists — plus persistent memory (Redis + ChromaDB), human-in-the-loop approval for sensitive actions, and full OpenTelemetry observability with cost tracking and replay. Built and battle-tested on a real production system — including fixing a runaway loop that generated 5,000+ duplicate DB rows before it was caught. One-command Docker setup, ~2 minutes to running.
PH · launched Sep 9, 2026 · 2 upvotes (top 26%) · 0 views
Niche: multi-agent frameworks and protocols · 298 launches, 11 in the last 7 days ▼ -31% · Explore this niche →
Category and tags
- Horizontal
- Dev tools
- Developer
- AI-native
- Commercial product
- SaaS
- Developer Tools
- Artificial Intelligence
Visit website ↗ Source listing ↗
More like this: all 298 launches in multi-agent frameworks and protocols →
Could you build this?
Yes This is a boilerplate/starter kit combining LangChain/LangGraph, Redis, ChromaDB, and OpenTelemetry, which is standard glue code easily produced via vibe coding.
Competitors
Other products that read as similar to this one : 2145 launches clear the similarity bar, closest 8 shown.
Attention rank: #894 of 2146 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 315 days after the earliest competitor.
- Agentic Orchestrator, a TUI for long-running coding agents · hn · 2026-06-30 · 20 upvotes · similarity 0.56
- Agent Orchestrator, a local-first Harness Engineering control plane · hn · 2026-03-29 · 15 upvotes · similarity 0.53
- claude-adaptive-orchestration · github · 2026-10-30 · 18 upvotes · similarity 0.52
- OpenTiger · hn · 2026-02-22 · 11 upvotes · similarity 0.52
- HelmDeck · ph · 2026-09-27 · 1 upvotes · similarity 0.50
- orchvia · github · 2026-09-19 · 19 upvotes · similarity 0.49
- Scape · ph · 2026-10-13 · 84 upvotes · similarity 0.49
- Hephaestus · hn · 2025-11-03 · 81 upvotes · similarity 0.49
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.