GitHub - zero-intelligence/zero-intel: Every codebase has a confession. Most people never ask it the right question. · GitHub

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zero-intelligence

zero-intel

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Every codebase has a confession. Most people never ask it the right question.

This is not a security audit. Security audits tell you what is broken.

This tells you why it was always going to break.

The ghost is never in the line that fails. The ghost is in the assumption that was never questioned.

The 20 Subjects

Ranked by strategic value, architectural complexity, and the gap between reputation and substrate.

Security Tools

We turned the forensic lens on the forensic tools.

Repo<br>Stars<br>Report

projectdiscovery/nuclei<br>27,725<br>→ reports/security/nuclei.md

rapid7/metasploit-framework<br>37,835<br>→ reports/security/metasploit-framework.md

nmap/nmap<br>12,636<br>→ reports/security/nmap.md

sqlmapproject/sqlmap<br>36,985<br>→ reports/security/sqlmap.md

NationalSecurityAgency/ghidra<br>66,563<br>→ reports/security/ghidra.md

AI / ML Infrastructure

The frameworks training the world's models. What trains the framework?

Repo<br>Stars<br>Report

pytorch/pytorch<br>98,800<br>→ reports/ai-ml/pytorch.md

tensorflow/tensorflow<br>194,457<br>→ reports/ai-ml/tensorflow.md

huggingface/transformers<br>158,691<br>→ reports/ai-ml/transformers.md

langchain-ai/langchain<br>132,000<br>→ reports/ai-ml/langchain.md

vllm-project/vllm<br>75,004<br>→ reports/ai-ml/vllm.md

Infrastructure

The substrate beneath the cloud. Invisible until it isn't.

Repo<br>Stars<br>Report

kubernetes/kubernetes<br>121,487<br>→ reports/infrastructure/kubernetes.md

hashicorp/terraform<br>48,000<br>→ reports/infrastructure/terraform.md

grafana/grafana<br>73,000<br>→ reports/infrastructure/grafana.md

elastic/elasticsearch<br>76,405<br>→ reports/infrastructure/elasticsearch.md

NPM / Web

The dependencies nobody audits because everyone depends on them.

Repo<br>Stars<br>Report

facebook/react<br>220,000<br>→ reports/npm-web/react.md

axios/axios<br>105,000<br>→ reports/npm-web/axios.md

vercel/next.js<br>138,582<br>→ reports/npm-web/nextjs.md

Trending / AI Agents

The repos shipping fastest. Speed and rigor are inversely correlated — until they aren't.

Repo<br>Stars<br>Report

ollama/ollama<br>166,779<br>→ reports/trending/ollama.md

supabase/supabase<br>100,075<br>→ reports/trending/supabase.md

Significant-Gravitas/AutoGPT<br>183,064<br>→ reports/trending/autogpt.md

Report Anatomy

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The report structure is not published.

The methodology is not disclosed.

What runs beneath the surface has been deliberately kept off the record — not to obscure the findings, but to protect the integrity of the analysis. A known instrument can be played.

What we can say:

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Every...