dimamitya

engineer · agent systems

let's turn a boring workflow into an ai agent system.

tool-using agents with real boundaries, memory, and monitoring — built to survive contact with real users.

about

i build tool-using agents and the systems that keep them alive in production: typed tool contracts, permission boundaries, persistent memory, failure detection, and monitoring. the hard part is never the demo — it's everything after it.

i've been a founding engineer at an rl-environments company and i build my own agent systems independently. before ai i shipped web and smart-contract software.

skills

languages

  • rust
  • python
  • typescript

agent systems

  • typed tool contracts
  • bounded subagents
  • orchestration
  • persistent memory
  • human approval

reliability

  • permission boundaries
  • failure detection
  • output validation
  • loop & cost limits
  • monitoring & alerting

backend

  • fastapi
  • async systems
  • postgres
  • redis
  • provider gateways
  • docker
  • prometheus
  • ci/cd

selected work

labels distinguish operated systems, private source, and public code. links lead to the artifact that's actually available.

activity

15,680 contributions in the last year

last year on github ↗lessmore

writing

all posts →

work with me

i'm open to co-founding, advising, and hands-on client work — building agent systems that have to run in production.

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contact

email is the fastest route.