M'Sync

Feedback Is Trust: What We’re Learning While Designing Citra Voice There is a stage every product hits where the architecture is strong, the features work, and the experience still feels unfinished.

Two Ways a Machine Can Listen: Qwen3-ASR vs Voxtral Realtime A detailed, source-checked architectural comparison of two speech-to-text systems — one centered on segment-style decoding, one designed for native realtime decoding. 1.

Whisper Notes from My Mac (September 2025) I spent the past few days gluing together a speech‑to‑text workflow on my Apple Silicon MacBook (macOS 26.0, Python 3.12).

A comprehensive analysis tracing the evolution of attention mechanisms from bag-of-words models to FlashAttention, examining the mathematical foundations and interdisciplinary connections that enabled modern AI.

Short notes - pointers to programming for speed and efficiency, leveraging hardware-specific features available on ARM Apple Silicon.

MLX 20/80.

Probably definitely incomplete notes on probability.

Chapter-wise notes for <a href="https://www.manning.com/books/deep-learning-with-python-second-edition">Deep Learning with Python</a> with Python and Clojure code samples.

The distinction between being a full-stack developer and the perception of being one can be big.

For polyglots who can't keep too many languages in their heads and need a deep refresher.

Summarized guide for features I commonly use, for quick reference.

Clojure Notes - An aimless dump of anything and everything interesting I find <em>and</em> manage to record.

It's always useful to have some nice logging when writing code.

Some neat Java ideas from the Clojure core

How you may set up your clojurescript project for developing chrome extensions - an example

Some observations on challenges in managing quality and talent in organizations of different sizes.

Mandatory introductory post.