bertaye/agentic-cuda-optimizer
- Total stars
- 35
- Today
- +0since 00:23 UTC
More actions
A langgraph based workflow with a C++ CUDA harness to optimize CUDA kernels
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About the project
An agentic CUDA kernel optimizer built on LangGraph that generates, validates, benchmarks, and iteratively refines kernels from a workload description, keeping the fastest correct variant.
Useful for
- Generate and optimize a CUDA kernel for GEMM from a text workload description
- Continue optimization from a previous run's best kernel via --initial-kernel
- Profile candidates with Nsight Compute and feed counters into the next iteration
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of October 12, 2026, 10:26 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.
Why it’s trending
- Star-counter measurements on 2026-10-12 (UTC), 00:23–10:25: 35 → 35 stars (+0). This is the change over that interval.
- The repository is 18 days old and already has 35 stars.
- Hacker News: “Show HN: Agentic CUDA Kernel Optimizer” — 37 points, 16 days ago.
Measured growth: the last 7 completed days
The full 7-day window is unavailable; no weekly total or comparison is calculated.
Daily measurements · UTC
- November 3, 2026
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Largest measured day in the last 30 days: 0 · October 11, 2026. Days with data: 1.
Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 12, 2026, 10:26 UTC. Sources and measurement limits →
Three GitHub discoveries in each edition
What they do, why they are gaining interest, and what to check before using them.
Editions at 10:00, 16:00, 22:00 MSK.
Numbers
- Total stars
- 35
- Today
- +0 stars measured 2026-10-12, 00:23–10:25 UTC, ≈ 0 by evening
- Forks
- 2
- Issues and pull requests
- 0
- Watchers
- 0
- Language
- Python
- Created
- September 24, 2026
- Last push
- September 24, 2026
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Hacker News discussions
- Show HN: Agentic CUDA Kernel Optimizer37 points, September 25, 2026
Spotted in
- October 2, 2026Spotted on Hacker News
- October 1, 2026Spotted on Hacker News
- September 30, 2026Spotted on Hacker News
- September 29, 2026Spotted on Hacker News
- September 28, 2026Spotted on Hacker News
- September 27, 2026Spotted on Hacker News
- September 26, 2026Spotted on Hacker News
- September 25, 2026Spotted on Hacker News
README badge
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[](https://gitnova.dev/en/r/bertaye/agentic-cuda-optimizer)