GitNova

GitHub seismograph — discoveries and growing interest

strands-agents/harness-sdk

AI agentsPython#agentic#agentic-ai#agents#ai#autonomous-agents
Total stars
8,716
Today
+21since 00:24 UTC
Open on GitHub My finds →
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Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.

Save to My finds to follow releases and star growth. Saved in this browser.

About the project

Open-source Python and TypeScript SDK for building and running AI agents: agent loop, tools, MCP, memory, multi-agent patterns and tracing in one package. Runs in your process with no hosted control plane and supports multiple model providers.

Useful for
  • Build an agent with a calculator and other tools in Python or TypeScript
  • Connect an MCP server and call its tools from the agent
  • Cap the agent loop with turn and token limits and enable tracing

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

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

Star growth looks organic. Data as of October 7, 2026, 12:58 UTC.

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

GitNova spotted this repository 14 hours before it took off on Hacker News.

Stars per day

0200400August 5, 2026November 2, 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 2026-10-07 (UTC), 00:24–12:40: 8695 → 8716 stars (+21). This is the change over that interval.
  • Estimated end-of-day forecast: about +36 stars, using observed gains and the previous day.
  • Interest is fading: the two-day pace is 47% of the previous week and a half.
  • Hacker News: “Strands Decider 2B: a small, open-source, decision model” — 215 points, 10 h 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
October 26, 2026
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October 27, 2026
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October 28, 2026
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October 29, 2026
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October 30, 2026
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October 31, 2026
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November 1, 2026
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Largest measured day in the last 30 days: 24 · October 6, 2026. Days with data: 5.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 7, 2026, 12:57 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
8,716
Today
+21 stars measured 2026-10-07, 00:24–12:40 UTC, ≈ 36 by evening
Forks
1,333
Issues and pull requests
4,736
Watchers
55
Language
Python
License
Apache-2.0
Latest release
python/v1.58.1 · October 6, 2026
Created
May 14, 2025
Last push
October 6, 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
Spotted in
README badge

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

GitNova: 3.3
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