Multi-Agent Development Pipeline on LangGraph

#MAS #MultiAgentEnvironment #LangGraph #AIAgents

Instead of simply coding together with Claude, I decided not to think small and set up a multi-agent development pipeline consisting of the following agents:

  • builder — directly writes the code
  • deployer — deploys the result to a VPS
  • human gate — passes the preliminary result for approval via a Telegram bot (though so far it refuses to do so)
  • reviewer — checks the result and runs test scenarios

Everything is orchestrated using the LangGraph library.

Within a fairly modest Anthropic API budget, this team successfully implemented the following project end-to-end: DES-Scheduling-Prototype

The multi-agent development environment itself is hosted here: github.com/nikolaitpopov/MAS-coding

MAS Pipeline — multi-agent development pipeline
MAS Pipeline

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