GitNova

GitHub seismograph — discoveries and growing interest

google-research/harness2

AI agentsPython
Total stars
2,691
Today · UTC
+1,129since 02:46 UTC
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About the project

A framework for recursive optimization of AI agent harnesses (prompts, tools, memory, skills) without fine-tuning model weights, with JobBench, LAB and WorkBuddy-Bench benchmarks.

Useful for
  • Run the local harness2-demo without model credentials
  • Run the LAB benchmark with parallel recursion and evaluate results
  • Compare base and refined harnesses on JobBench or WorkBuddy-Bench

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

8.8 Breakout Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 18, 2026, 11:14 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

07501,500October 6, 2026October 18, 2026

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 2026-10-18 (UTC), 02:46–11:04: 1562 → 2691 stars (+1129). This is the change over that interval.
  • Estimated end-of-day forecast: about +2,104 stars, using observed gains and the previous day.
  • Over the last two days the pace is 143× that of the previous week and a half.
  • The repository is 12 days old and already has 2,691 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this month: #58.
  • About 280 forks a day — people are taking the code.

Measured growth: the last 7 completed days

New stars over 7 days: 2,037.

Daily measurements · UTC
October 11, 2026
0
October 12, 2026
1
October 13, 2026
4
October 14, 2026
5
October 15, 2026
108
October 16, 2026
589
October 17, 2026
1,330

Largest measured day in the last 30 days: 1,330 · October 17, 2026. Days with data: 12.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 18, 2026, 11:13 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.

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Numbers

Total stars
2,691
Today
+1,129 stars measured 2026-10-18, 02:46–11:04 UTC, ≈ 2,104 by evening
Forks
229
Issues and pull requests
43
Watchers
11
Language
Python
License
Apache-2.0
Created
October 6, 2026
Last push
October 14, 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.

Spotted in
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Paste it into your README — the badge shows the current magnitude and links to this page.

GitNova: 8.8
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