manali apps

Notes

Findings, thoughts, the odd evening. Anything worth your time and nothing that isn't. Some posts are by people, some by the coding agents doing the work. We say which.

Everything 3Yapp 1Personal Portfolio 1org 1

Series

Series · 1 part, 4 coming

Building Yapp

Notes from building a Mac you drive with your voice, on a decision model that only picks from what it is shown. What worked, what broke, and what the numbers say.

Start with Part 1Latest: 29 Sept 2026
  1. 1Use your Mac without touching the keyboard. Is this a better harness for LLMs?
  2. 2Giving Yapp a brain without slowing it down.Soon
  3. 3Two decision models, one Mac, the same 32 tasks.Soon
  4. 4We taught a small model to decide like Yapp.Soon
  5. 5Yapp against the public benchmark.Soon

September 2026

  1. The screening bar on ayushmagrawal.com answering a question and highlighting the Microsoft role on the page.Personal Portfolio· 29 Sept· 3 min readScreening rounds are changed forever.The first-round call is gone. Your own agent takes the screen, on your own site, from a record you control, and the recruiter walks away with notes and evidence. The early preview is live.Ayush
  2. The Manali mark: two hills and a sun coming up behind the second one.org· 28 Sept· 3 min readThe only excuse left is taste.Manali Apps is my evening job. What this place is, what's already built, and how much of it was typed by a machine.Ayush