Technical Writing
Featured Writing
CCDC Notes (In Progress)
Linked competition notes covering machine hardening, service review, and the defensive checks I am turning into a structured write-up as the season continues.
Splitify: Building a Playlist Clustering Tool
Architecture and implementation notes covering audio-feature clustering, API fallback handling, caching strategy, and async processing tradeoffs.
MITRE Command Pipeline
Notes on building a multi-stage LLM pipeline for ATT&CK-aligned command generation with retrieval, structured prompts, validation constraints, and dataset batching.
mitmproxy: HAR Support
Content includes implementation details relevant to users and contributors, including format handling, conversion behavior, and test expectations.