Common questions
Things founders usually ask before we start working together.
Can you work async with US teams?
Yes. I’m based in Hyderabad (IST) and regularly overlap with US Eastern and Pacific time zones. Most of my current work is fully async with weekly syncs.
Do you sign NDAs?
Absolutely. I sign NDAs before every engagement. I’m also happy to work under your standard contractor agreement.
Can you work with our existing codebase?
Yes. I’ve integrated evaluation harnesses into existing Python, TypeScript, and Go codebases. I adapt to your stack, not the other way around.
Can you help us compare GPT / Claude / Gemini?
That’s exactly what MBPI does. I can build a multi-model benchmarking harness with per-model Pass@1 metrics, side-by-side comparison, and failure-mode analysis.
How long does a typical sprint take?
An Evaluation Sprint is 10–14 days. An Agent Benchmark Harness build is 4–8 weeks. A Rapid MVP is 2–4 weeks. We scope it together on the first call.
What if I’m not sure what I need?
That’s what the free call is for. I’ll listen to what you’re building and give you an honest recommendation — even if it’s "you don’t need me yet."
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