# mlc-ai/agentic-gpu-programming-for-mlsys

> A book on the components of agentic GPU programming, their implementation in TIRx Harness, and their use in kernel optimization; built as a static Sphinx/MyST site.

- Magnitude: 1.2 out of 10 — Steady
- Stars: 54 total · +0 stars today, ≈ 2 by evening
- Star trust: star growth looks organic
- Category: Learning & lists · Language: HTML · Created: 2026-09-29 · Last push: 2026-09-30
- GitHub: https://github.com/mlc-ai/agentic-gpu-programming-for-mlsys · Homepage: http://mlc.ai/agentic-gpu-programming-for-mlsys/ · Page: https://gitnova.dev/en/r/mlc-ai/agentic-gpu-programming-for-mlsys

## Useful for

- Build a local copy of the book with make serve and read it in a browser
- Study the TIRx Harness design and GPU kernel optimization workflow
- Deploy the static HTML output of the book on any HTTP server

## Why it’s here

- 0 stars so far today, about 2 expected by the end of the day.
- The repository is 5 days old and already has 54 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Recent forks include notable developers: @MasterJH5574 (689 followers), @Ubospica (284 followers).

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 7
- Issues and pull requests: 7
- Watchers: 1
- Average over the last week: 9 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 0

## Stars per day, last 8 days (oldest → newest, today is partial)

2026-09-27 … 2026-10-04: 0, 0, 6, 20, 16, 10, 2, 0

## More in this category

1. **NuvexNetwork/nuvex-docs** — 5.2 · Early signal · Learning & lists · MDX · +0 stars today, ≈ 44 by evening
   The Nuvex documentation site built with MDX, including architecture decision records (ADRs). The protocol, website, and off-chain services live in separate repositories.
   Full card: https://gitnova.dev/en/r/NuvexNetwork/nuvex-docs.md
2. **LAMDA-NeSy/Research-Starter-Kit** — 4.7 · Breakout · Learning & lists · +0 stars today, ≈ 324 by evening
   A guide to the basics of doing research and writing papers for students new to a research group: how to find and read papers, come up with ideas, present, and prepare publications.
   Full card: https://gitnova.dev/en/r/LAMDA-NeSy/Research-Starter-Kit.md
3. **rohitg00/ai-engineering-from-scratch** — 4.1 · Steady · Learning & lists · Python · +0 stars today, ≈ 373 by evening
   Open-source AI engineering curriculum: 523 lessons across 20 phases (~342 hours) in Python, TypeScript, Rust and Julia, where every lesson ships a reusable artifact such as a prompt, skill, agent or MCP server.
   Full card: https://gitnova.dev/en/r/rohitg00/ai-engineering-from-scratch.md
4. **public-apis/public-apis** — 3.7 · Steady · Learning & lists · Python · +0 stars today, ≈ 229 by evening
   A community-curated list of free public APIs across dozens of categories, from animals and anime to finance, geocoding and weather. Aimed at developers looking for a ready-made API for a prototype or product.
   Full card: https://gitnova.dev/en/r/public-apis/public-apis.md
5. **cdyforever/how-to-live-better** — 3.5 · Cooling · Learning & lists · HTML · +0 stars today, ≈ 230 by evening
   A single-file HTML reading page for the open book "High Cost-Performance Life Guide" — 528 tips across 32 sections, searchable, offline-capable, zero dependencies.
   Full card: https://gitnova.dev/en/r/cdyforever/how-to-live-better.md

---

Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-04 01:48 UTC, updated every 30 minutes.