reet batra
forward deployed engineer.
fde, ai
bengaluru
I build it, then stay until their team can run it: a demo that works on my laptop, until it meets real data, a check that catches the weird cases, and the fix in their repo.
lately: kya bola, a voice AI benchmark of where Indian speech recognition actually works, and a streaming fix in sarvam-ai/ai-sdk#2. before that, four years in developer relations.
in production
everything →tota, should I text him?
your moon says wait till thursday.
Real Vedic astrology, written like your group chat. I run product, the app, brand and growth, with one engineering partner.
19 of 64 languages have a speech API
A voice AI benchmark: where speech to text actually understands Indian speech, district by district. The Vaani corpus has 64 languages; commercial speech APIs support 19.
- docs
cw.twins()codeissue filedcw.twin()Finds where an SDK's docs and code have drifted apart, from the real exported API, and files each mismatch as an issue.
in their repo
every PR →{ type: "text-delta", id, delta }{ type: "text-start", id } + deltasWithout text-start the AI SDK dropped every delta.
sarvam-ai/ai-sdk#2
camera = cw.twins("camera")camera = cw.twin("camera")The first example failed on its first call.
cyberwave-os/docs-mintlify#105
target_language_code="hi-IN",language_code="hi-IN",Renamed in 0.1.29 with no alias, so the old name threw.
sarvamai/skills#17
demos
the channel ↗
writing
all posts →- Tokenmaxxing Claude Code: I Set a Goal at 2:30 am and Woke Up to a New PortfolioYour weekly limit resets whether you used it or not. The setup that let Claude Code work through the night while I slept, and what it still needed me for.oct 2026
- Your Docs Platform Wrote Your llms.txt. Fix It in 30 Minutes.If your docs run on Mintlify, GitBook, Fern, or Vercel, you have an llms.txt. You probably didn't write it. You probably haven't opened it.oct 2026
- DevRel Done Right: How to Avoid Common Mistakes and Become a Developer DarlingToday, we're diving into the exciting world of Developer Relations (DevRel). This is going to be close to my heart and might seem a bit controversial for some.apr 2024
play
spot the drift
1 of 3 · A robotics quickstart. One line won't run against the current SDK. Which?
so far
everything →- 2026
- shipping and building: AskTota, lcdoctor, Muscle Mommy and 5 more
- contributing to open source: zcashlabs/zcash-skills#4, sarvam-ai/ai-sdk#2, zcashlabs/zcash-skills#2 and 6 more
- 2025
- 2024
- 2022
notes
writing →- tokenmaxxing claude code: a goal at 2:30 am, a new portfolio by morning15 oct
- your docs platform wrote your llms.txt. fix it in 30 minutes14 oct
- a fact-check CI that only reads the lines a PR changed10 oct
- llms.txt is the new README, and most docs sites don't ship one09 oct
- a stream where every token arrived and the reply was still empty08 oct
- ten docs examples imported names the package doesn't export. fixed the same day07 oct
- for most developers the quickstart is the product25 sep