GitNova

GitHub seismograph — discoveries and growing interest

vxcontrol/pentagi

SecurityGo#ai-agents#ai-security-tool#autonomous-agents#golang#graphql
Total stars
32,548
Today
+36since 00:37 UTC
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Fully autonomous AI Agents system capable of performing complex penetration testing tasks

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About the project

Autonomous multi-agent system in Go for automated penetration testing: AI agents plan and execute steps in an isolated Docker sandbox with 20+ tools (nmap, metasploit, sqlmap).

Useful for
  • Run an automated penetration test against a target system via the web UI
  • Connect your own LLM provider (OpenAI, Anthropic, Ollama) for the agents
  • Generate a vulnerability report with exploitation guides in Markdown or PDF

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

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

Star growth looks organic. Data as of October 27, 2026, 10:19 UTC.

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

Stars per day

01,0002,000August 1, 2026October 29, 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 2026-10-27 (UTC), 00:37–10:07: 32512 → 32548 stars (+36). This is the change over that interval.
  • Estimated end-of-day forecast: about +88 stars, using observed gains and the previous day.
  • Interest is fading: the two-day pace is 26% of the previous week and a half.
  • About 34 forks a day — people are taking the code.

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 22, 2026
257
October 23, 2026
121
October 24, 2026
140
October 25, 2026
114
October 26, 2026
96
October 27, 2026
15
October 28, 2026
—

Largest measured day in the last 30 days: 1,908 · October 12, 2026. Days with data: 29.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 27, 2026, 10:19 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
32,548
Today
+36 stars measured 2026-10-27, 00:37–10:07 UTC, ≈ 88 by evening
Forks
5,068
Issues and pull requests
461
Watchers
172
Language
Go
License
MIT
Latest release
v2.2.0 · October 5, 2026
Created
January 6, 2025
Last push
October 22, 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
README badge

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

GitNova: 2.9 
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