Systology

My knowledge base for studying systems at scale, drawing from real-world engineering and synthesized learnings 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.

Multimodal video feature extraction: Apple-native vs. C++/Python.

extensibility, machine-learning, media

Java-based photo migration tool with content-hash deduplication and multi-backend targets.

deduplication, extensibility, media, traffic-control

System-design sketches and trade-offs summarizing problem statements, constraints, and architecture options.

Unique ID generation patterns and robust distributed caching.

algorithms, caching, encoding, traffic-control

High-performance document search and retrieval systems.

indexing, machine-learning, monitoring, privacy, retrieval

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

Designing immutable, hash-indexed data stores for integrity and efficiency.

deduplication, indexing, integrity, systems-programming

Web application design using the standard 12-factor principles.

data-pipelines, monitoring, queuing, traffic-control