An autonomous multi-agent orchestrator that reduces tailored job application generation from hour...An autonomous multi-agent orchestrator that reduces tailored job application generation from hour...
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An autonomous multi-agent orchestrator that reduces tailored job application generation from hours to under 5 minutes. Built on a LangGraph Planner-Researcher architecture, it features an LLM-as-a-judge feedback loop, resilient external tool calling with graceful failure, and full agent tracing via Langfuse to ensure production-level observability.
Emman's avatar
Interesting app! How does it manage the token cost?
Zakaria's avatar
So the app integrates langfuse as an observability layer, it gives me a visibility on how much a full resume generation run costs. Plus I implemented some hard guardrails to prevent the agents from going into infinite loops and force them to return the output. If you want I can...
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