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Flotilla launches self-hosted multi-agent orchestration stack
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REDDIT · REDDIT// 26d agoOPENSOURCE RELEASE

Flotilla launches self-hosted multi-agent orchestration stack

Flotilla v0.2.0 is an open-source orchestration layer for running mixed AI agent teams (Claude Code, Gemini CLI, Codex, and local/cloud Mistral) with shared state, ticket handoffs, and audit trails. It ships as a self-hosted setup with npx create-flotilla, using PocketBase for always-on operational state and Infisical for vault-first secret injection.

// ANALYSIS

The sharp bet here is that multi-agent reliability is mostly an operations problem, not a model problem, and Flotilla treats it like infrastructure from day one.

  • Shared `MISSION_CONTROL` context and lessons ledgers target the biggest failure mode in agent workflows: session amnesia.
  • PocketBase as a single-binary backend lowers ops overhead for small teams that want always-on coordination without managed cloud lock-in.
  • Staggered heartbeat/dispatcher workflows create built-in peer review loops across different models, which can reduce silent failure from single-model self-validation.
  • Vault-first secret handling plus self-hosted deployment makes this more enterprise-friendly for privacy-sensitive teams than chat-tab-based workflows.
// TAGS
flotillaagentai-codingautomationself-hostedopen-sourcepocketbaseinfisical

DISCOVERED

26d ago

2026-03-17

PUBLISHED

26d ago

2026-03-17

RELEVANCE

8/ 10

AUTHOR

robotrossart