Publications & Technical Writing
Engineering Blog
In-depth guides, architectural analyses, and engineering lessons from building CodeForge AI's code indexing and RAG systems.
Architecture Mapping
Coming Soon
Repository Intelligence at Scale
June 4, 2026 8 min read
How CodeForge maps complex dependencies and file structures across large, multi-language codebases using FastAPI and abstract syntax tree parsers.
AI Code Reviews
Coming Soon
Building AI-Powered Code Reviews
May 30, 2026 7 min read
Contextual prompt design and semantic Git diff auditing using Gemini Pro to check codebase vulnerability issues and performance smells.
Database & RAG
Coming Soon
Optimizing pgvector for Source Code Search
May 15, 2026 11 min read
Lessons learned from building CodeForge AI's search engine: partitioning postgres schemas, tuning HNSW parameters, and scaling semantic RAG queries.
Static Analysis
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Architecture Mapping with Static Analysis
May 10, 2026 9 min read
Resolving dynamic import statements and detecting dependency cycles in large software codebases using custom AST scanners.
Onboarding & Q&A
Coming Soon
AI-Powered Developer Onboarding
May 02, 2026 6 min read
Using contextual codebase indexing and RAG-driven models to synthesize folder layouts and generate developer onboarding walkthroughs.
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