Systology

My knowledge base for studying systems at scale, drawing from real-world engineering and practical principles across multiple domains.

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    fmt.Println("Use Cmd/Ctrl+K for search 🙏")
}

Deep Dives

Long-form investigations, experiments, and research notes exploring projects with methodology, findings, and next steps.

Local-first RAG stack combining BM25 and vector retrieval with on-device LLM inference.

A high-performance Sudoku solver implementation in Rust.

A Rust compiler for a C subset targeting the LLVM backend.

A modular version control system with unique architecture.

Reusable rules, heuristics, and frameworks distilled from practical projects to guide system design and implementation.

Building robust information retrieval systems and RAG stacks.

Web application design using the standard 12-factor principles.

API design, rate limiting, retries, and modular resilience.

Observability through metrics, logging, and trace data.