Approach
Engineers who’ve shipped production agent infrastructure
Fred Brooks taught a generation that adding people to a late project makes it later — the man-month was a myth because humans don’t parallelize cleanly. Agents are different. Tasks that took a team a quarter can be delegated, parallelized, and verified. The agent-month is real — if your infrastructure is ready for it. Most isn’t. That’s the gap we close.
How we operate
Ship software, not slideware
Every engagement ends with working code you own — routing, evals, MCP servers, dashboards — plus the runbooks to keep it running without us.
Get to numbers fast
We start with a read-only audit and quantify the gap before you commit to a build. Architecture and tradeoffs over buzzwords.
Hire-out is the goal
You should build an internal AI platform team. We help you ship now and hire later, then transition out cleanly. Honest framing wins.
Model- and vendor-agnostic
We default to the most capable models and route for cost where it makes sense. No lock-in, no preferred-vendor kickbacks — just the right tool per task.
Who you work with
Dipankar
Founder & Principal Engineer
Engineer who builds production agent infrastructure — multi-agent coding harnesses, LLM cost routers, MCP servers, and eval platforms. Open-source author behind brat, fast-litellm, and route-switch.
The open-source track record
Rust acceleration for LiteLLM — faster connection pooling, rate limiting, and memory-intensive workloads.
route-switchIntelligent LLM routingLLM routing with automatic prompt optimization — sending each request to the model that fits.
bratMulti-agent coding harnessA multi-agent harness for AI coding tools — crash-safe state, parallel execution, one CLI.
ormaiSafe agent database accessGives AI agents database access without the risk — scoped, governed access for agents.
agentvfsAgent execution boundaryA workspace runtime and execution boundary for AI agents — guardrails on what an agent can touch.
openclawOSAI assistant infrastructureAn OS-like architecture for AI assistants — a kernel-based design with process-isolated apps.
Work with us
If your team is shipping AI and the costs, quality, or velocity aren’t where they should be — let’s talk.