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TALON
Self-hosted multi-agent AI system
- Status
- Live · evolving
- When
- Ongoing
- Built with
- Node.js · PM2 · Ollama · LiteLLM · Gemini · Tailscale · Ubuntu · GitHub Actions
Started as an AI job-search pipeline and grew into a self-hosted multi-agent platform: a model gateway, a mixture-of-agents engine and CI/CD, with a human approving every outward action.
TALON feedlive
—jobs scanned
—scored 7+
What I built
- Original pipeline: job APIs, LLM scoring, Gmail OAuth, Telegram alerts, CRM sync, a network graph and daily reporting, shipped in phased releases.
- Added a LiteLLM model gateway that routes between local Ollama models and cloud models, a mixture-of-agents engine and a CI/CD pipeline.
- Human-in-the-loop by design: it reads and drafts but never sends email or applies to jobs on its own.
- Now the base for a multi-agent security research demo in an independent study at IU Indianapolis.
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