Systology

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

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Deep Dives

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

Hardware bottlenecks, KV cache sizing, memory allocation cliffs, and client payload dynamics for local model serving.

caching, machine-learning, optimization, systems-programming

A modular version control system with unique architecture.

extensibility, indexing, search-algorithms, systems-programming

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.

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

data-flows, dns, protocols, resilience, traffic-control

Algorithms, performance optimization, and design patterns.

algorithms, latency, optimization, performance, search-algorithms