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agentic-fleet-hub

by UrsushoribilisMusic

Self-hosted orchestration and peer-review for autonomous agent fleets

Python
Updated Jul 25, 2026
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Overview

Orchestrates self-hosted fleets of autonomous AI agents with shared memory, heartbeat scheduling, vault-first secrets, and cross-model peer review. Runs as a deployable hub that coordinates agents, persists interaction state, and schedules liveness checks to surface flaky or stalled workers. Distinctive features include built-in peer-review for outputs and an emphasis on secret management and one-command deployment for on-prem teams, including a streamlined one-command deployment.

Key Benefits

As agents coordinate and delegate more, knowing which agents behave reliably and why becomes essential for safe composition. This hub provides the operational primitives—shared memory, heartbeat monitoring, and cross-model review—needed to surface reliability signals and create an agent track record. Until now, many orchestration layers ignored reputation and secrets hygiene; this project treats those as first-class concerns, enabling more trustworthy multi-agent deployments. The design also aligns with Mutual Verification Pattern to reinforce trust between agents.

Ideal For

Teams building on-prem or privacy-sensitive multi-agent systems who need shared state, secret management, and basic reliability signals. For those needs, consider leveraging Hierarchical Multi-Agent Pattern to structure agent responsibilities and Guardrails Pattern to enforce safety constraints and secrets hygiene.

Real-World Examples

  • Orchestrating specialist agents with persistent shared memory and heartbeat-based scheduling
  • Capturing agent interaction logs and peer-review to build an agent track record
  • Running multi-agent deployments behind your firewall with vault-first secret handling
Works With
pocketbaseinfisicaltelegramclaudemistralgeminiopenai
Topics
agent-orchestrationai-agentsai-infrastructureautonomous-agentsclaude-codecodexdevtoolsgemini-cliinfisicalkanban+7 more
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Keywords
multi-agent trustagent-to-agent evaluationmulti-agent orchestrationagent track record