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docs: add 'How A.I.G Compares' section to README - #635

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readme-add-comparison-table
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docs: add 'How A.I.G Compares' section to README#635
boy-hack wants to merge 1 commit into
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readme-add-comparison-table

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@boy-hack boy-hack commented Sep 4, 2026

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What

Adds a new 🆚 How A.I.G Compares section to README.md with a scope-comparison table against NVIDIA garak, Microsoft PyRIT, Promptfoo, and Invariant mcp-scan.

Why

Part of an ongoing discoverability push (GitHub Topics/description are already comprehensive, Star History chart and Trendshift badge are already present). The one gap identified: a visitor landing from a Google search comparing AI red-teaming tools has no quick way to see how A.I.G's scope differs from single-purpose tools like garak/PyRIT/Promptfoo/mcp-scan. This table addresses that.

Framing

Deliberately framed as a scope difference, not a superiority claim — the table explicitly says the other tools are excellent at what they specialize in and are worth running alongside A.I.G. Every checkmark/row is based on what's in each tool's own README/docs as of today; happy to correct any row a maintainer of those projects flags as inaccurate.

Risk

Docs-only change, no code/build impact. Opening as a PR (not pushing to main) for maintainer review per project convention, and because README changes are user-facing content worth a second pair of eyes.

Adds a scope-comparison table against garak, PyRIT, Promptfoo, and
mcp-scan to help visitors landing from search quickly understand
A.I.G's differentiation (multi-surface: infra CVE + MCP + Skill +
Agent + jailbreak) versus single-purpose red-teaming tools.

Intended to improve discoverability for readers comparing AI
red-teaming tools; framed as scope difference, not a superiority
claim, and invites corrections if any row goes stale.
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