Lalit · Berlin

Tech Lead · Backend & Platform

Lalit

I build the platform layer that lets AI agents do real work inside a company.

Most agent demos fall over the moment they meet a real organisation: secrets, tenancy, audit, cost. My work is the unglamorous half that makes them survivable — sandboxed runtimes, a control plane that holds every credential, and guardrails a platform team will actually sign off on.

control plane holds every credential brokers every call agent · review ephemeral job agent · write ephemeral job agent · document ephemeral job MCP over HTTP

The shape most of my work takes: nothing sensitive ever reaches the agent.

AgentHub

Multi-tenant agent platform

A platform for running DevOps agents on behalf of many teams at once. Each agent runs as an ephemeral, sandboxed container job and reaches the outside world only through a broker, so the control plane keeps every secret. Review, code, bug-fix and documentation agents coordinate over an event bus.

  • NestJS
  • Azure Container Apps Jobs
  • MCP over HTTP
  • Azure AI Foundry
  • Event bus

Agentic pull request reviewer

Azure DevOps · shipped to teams

A webhook-triggered service that reviews pull requests with a real tool-use loop — read the full file, search the codebase, then comment — rather than one shot at a diff. Per-team token budgets keep spend predictable, review history and feedback land in Postgres, and rollout ran in phases so each team could opt in.

  • NestJS
  • PostgreSQL
  • Tool-use loop
  • Token budgeting
  • Azure Container Apps

Booking app for a Berlin studio

Solo build · live

A small business asked for something they could actually run: a public booking flow for clients and a dashboard where the owner sees the day at a glance. Designed, built and deployed end to end, including the parts nobody enjoys — auth, sessions, and what happens when a booking collides.

  • Booking flow
  • Owner dashboard
  • Auth & sessions

Backend

  • TypeScript, NestJS
  • Python, FastAPI
  • PostgreSQL
  • Event-driven services

Azure

  • Container Apps & Jobs
  • AI Foundry
  • AD B2C
  • Blob Storage
  • DevOps & pipelines

Agentic systems

  • Agent runtimes & sandboxing
  • MCP servers and clients
  • Tool-use loops
  • Cost and token budgeting
  • Multi-tenant isolation

Happy to talk about agent platforms, backend architecture, or a piece of work you are trying to get off the ground.

Write below and it reaches me directly.

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