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Amdev-5/README.md

Amit Kumar

Build agents that execute, fail loudly, and stay under human control.

Agents OSS Infra Location

Founder building AI B2B SaaS.
I design multi-agent systems that research, reason, collaborate, and execute real business workflows


What I Work On

  • Agent orchestration & execution graphs
  • Long-running, stateful, failure-aware agents
  • Human-in-the-loop systems (approve, override, audit)
  • Tool reliability, evals, and infra for LLM systems

Recent Activity (last ~3 months)

  • Active contributor to an open-source agent orchestration framework
  • Shipped production MCP integrations: Google Maps · Apollo · Cal.com · X
  • Built multi-agent B2B workflows (research → approval → execution)
  • Worked on agent state handling, retries, evals, and failure modes

(Details live in commits, PRs, and issues.)


Stack

AI — Claude · Gemini · OpenAI · LangChain · RAG
Backend — Python · FastAPI · TypeScript
Data — PostgreSQL · MongoDB · Redis
Infra — AWS · GCP · Docker · Kubernetes · Terraform

GitHub · LinkedIn · Email

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