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Title: GitHub - squid-protocol/gitgalaxy: An AST-free, LLM-free heuristic knowledge graph engine for deep repository intelligence. Map, secure, and modernize enterprise codebases across 50+ languages at extreme velocity · GitHub

Open Graph Title: GitHub - squid-protocol/gitgalaxy: An AST-free, LLM-free heuristic knowledge graph engine for deep repository intelligence. Map, secure, and modernize enterprise codebases across 50+ languages at extreme velocity

X Title: GitHub - squid-protocol/gitgalaxy: An AST-free, LLM-free heuristic knowledge graph engine for deep repository intelligence. Map, secure, and modernize enterprise codebases across 50+ languages at extreme velocity

Description: An AST-free, LLM-free heuristic knowledge graph engine for deep repository intelligence. Map, secure, and modernize enterprise codebases across 50+ languages at extreme velocity - squid-protocol/gitgalaxy

Open Graph Description: An AST-free, LLM-free heuristic knowledge graph engine for deep repository intelligence. Map, secure, and modernize enterprise codebases across 50+ languages at extreme velocity - squid-protocol/gi...

X Description: An AST-free, LLM-free heuristic knowledge graph engine for deep repository intelligence. Map, secure, and modernize enterprise codebases across 50+ languages at extreme velocity - squid-protocol/gi...

Mail addresses
joe@gitgalaxy.io

Opengraph URL: https://github.com/squid-protocol/gitgalaxy

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How to add a language in 1 minute and 1 prompthttps://github.com/squid-protocol/gitgalaxy/blob/main/gitgalaxy/standards/how_to_add_a_language.md
Optimum Search Strategies Evolvehttps://squid-protocol.github.io/gitgalaxy/03-01-claim-1-search-strategies/
Languages are getting easier to regex for meaning and intenthttps://squid-protocol.github.io/gitgalaxy/03-02-claim-2-explicitness/
All languages have keywords that roughly do the same thing, these can be grouped to make cross-language keyword mapshttps://squid-protocol.github.io/gitgalaxy/03-03-claim-3-taxonomy-map/
Cross-Language Comparisons of over 1000 reposhttps://squid-protocol.github.io/gitgalaxy/03-04-claim-4-comparing-languages/
Universal File Archetypes by k-means clusteringhttps://squid-protocol.github.io/gitgalaxy/03-05-claim-5-file-archetypes/
Mainframe Proven: 100% CI/CD Translation Success Ratehttps://github.com/squid-protocol/gitgalaxy/tree/main/examples/ibm_cics_translation
GitHub Actionhttps://github.com/squid-protocol/gitgalaxy/blob/main/github-action-readme.md
squid-protocol.github.io/gitgalaxyhttps://squid-protocol.github.io/gitgalaxy/
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v2.3.1 - Data Integrity & Security Hotfix Latest Jul 7, 2026 https://github.com/squid-protocol/gitgalaxy/releases/tag/v.2.3.1
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