Blog
Notes on systems, infrastructure, and software.
Year
Why Chronos uses time-window quantization
Mar 12, 2026 · 5 min readFrom measuring jitter in edge consistency experiments to engineering causal order in Chronos with time-window quantization.
distributed-systemsrustedge-computingconsistency
Building a Transformer-Based LLM with Effect
Mar 10, 2026 · 3 min readA deep dive into how Effect powers architecture, training, typed errors, and reproducible concurrency in a from-scratch TypeScript LLM.
typescripteffectllmarchitecture
Seeing Beyond the Code (Part 1)
Mar 10, 2026 · 13 min readA practical introduction to software design as contracts, dependency management, and conceptual architecture beyond individual files.
software-designarchitecturecoupling