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Klaw.sh – Kubernetes for AI agents

Details

External ID
47025478
Source
HN
Company
—
Product
Klaw.sh – Kubernetes for AI agents
Website domain
github.com
Launched
Feb. 15, 2026
Cohort
—
Upvotes
60
Upvotes percentile
0.8355795148247979
Tags
—
Fetched at
Sept. 7, 2026, 9:25 p.m.
Updated at
Sept. 7, 2026, 9:25 p.m.

Description

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.

Enrichment

Theme
AI agent frameworks and developer tools
Vertical
Horizontal
Function
Model & infra
Audience
Developer
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
kubernetes orchestration for ai agents
Manually corrected
False

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 — 282 launches clear the similarity bar, closest 8 shown.

Attention rank: #56 of 283 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 108 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a model & infra tool for Fintech yet.