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Marginal — Startup Profile
Startup

Marginal

Governance that AI coding agents have to earn

Code editors & coding assistants
0 Momentum score
Signals per week, last 12 weeks
  • Launches
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GitHub stars: signallayerlabs/marginal051015205 Aug28 Aug20 Sep13 Oct
GitHub stars: signallayerlabs/marginal, last 12 months05101520Oct 2025Feb 2026Jun 2026Oct 2026
GitHub stars: signallayerlabs/marginal, last 90 days0510152017 Jul16 Aug14 Sep14 Oct

17 GitHub stars

+7 days
+0
+30 days
+2
License
Apache-2.0
Latest release
v0.3.3 Aug 13, 2026
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  1. Launches Marginal launched on Product Hunt

Among 2,584 Code editors & coding assistants products tracked by Astracia.

  • Top 50% of Code editors & coding assistants products on GitHub by stars GitHub stars: #44 of 91
  • Top 5% of Code editors & coding assistants products by launches Launches tracked: #110 of 2,584

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About the startup

Marginal is an open-source governance layer for AI coding agents. It starts in Shadow Mode, collects verifiable runtime evidence, and only earns limited enforcement authority when the evidence supports it.

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