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Klaw.sh – Kubernetes for AI agents

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Hi everyone,I run a generative AI infra company, unified API for 600+ models. Our team started deploying AI agents for our marketing and lead gen ops: content, engagement, analytics across multiple X accounts.OpenClaw worked fine for single agents. But at ~14 agents across 6 accounts, the problem shifted from "how do I build agents" to "how do I manage them."Deployment, monitoring, team isolation, figuring out which agent broke what at 3am. Classic orchestration problem.So I built klaw, modeled on Kubernetes: Clusters — isolated environments per org/project Namespaces — team-level isolation (marketing, sales, support) Channels — connect agents to Slack, X, Discord Skills — reusable agent capabilities via a marketplaceCLI works like kubectl: klaw create cluster mycompany klaw create namespace marketing klaw deploy agent.yamlI also rewrote from Node.js to Go — agents went from 800MB+ to under 10MB each.Quick usage example: I run a "content cluster" where each X account is its own namespace. Agent misbehaving on one account can't affect others. Adding a new account is klaw create namespace [account] + deploy the same config. 30 seconds.The key differentiator vs frameworks like CrewAI or LangGraph: those define how agents collaborate on tasks. klaw operates one layer above — managing fleets of agents across teams with isolation and operational tooling. You could run CrewAI agents inside klaw namespaces.Happy to answer questions.

HN · launched Feb 15, 2026 · 60 upvotes (top 16%) · 0 views

Niche: ai agent runtime environments · 745 launches, 498 in the last 7 days ▲ +916% · Explore this niche →

Category and tags

  • Horizontal
  • Model & infra
  • Developer
  • AI-native
  • Commercial product

Visit website ↗ Source listing ↗

Could you build this?

Yes An orchestrator/CLI tool managing AI agent processes, multi-account routing, and telemetry across social channels is standard API plumbing and workflow automation.

Discussion

20 comments analyzed.

Competitors mentioned: Kubernetes operators (openclaw-rocks/k8s-operator), LXC/Incus containers (vibebin), ADK (Agent Development Kit), Google ADK

Concerns raised: Binary distribution without source code visibility (security/trust), Unclear what happens with prompts and code, SaaS license restriction may hinder adoption, Build errors in repo (missing directory path), Messaging confusing about Kubernetes relationship

Feature requests: Built-in approval flow for tool calls/skills, CLI command execution capabilities, Update subtitle to clarify non-Kubernetes nature

Competitors

Other products that read as similar to this one : 684 launches clear the similarity bar, closest 8 shown.

Attention rank: #146 of 685 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 108 days after the earliest competitor.

  • NumaClaw · ph · 2026-10-08 · 36 upvotes · similarity 0.57
  • Koosh · ph · 2026-10-28 · 1 upvotes · similarity 0.51
  • Huddle01 Cloud · ph · 2026-03-12 · 315 upvotes · similarity 0.48
  • Orloj · hn · 2026-03-26 · 20 upvotes · similarity 0.48
  • Cq · hn · 2026-03-23 · 225 upvotes · similarity 0.48
  • AgentClaw · ph · 2026-10-31 · 1 upvotes · similarity 0.47
  • ShipClaw · ph · 2026-09-28 · 1 upvotes · similarity 0.46
  • Lumovi · ph · 2026-10-17 · 4 upvotes · similarity 0.46

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