continual learning

Learning log

Paper notes, experiments, tutorials and things I learned this week — my gradient updates, in public.

Allnotepaperexperimenttutorialtil
Aug 2026

OWASP LLM Top 10 — field notes from building a red-team harness

What actually breaks production chatbots: indirect injection, system-prompt extraction and excessive agency.

#llm-security#owasp#red-teaming
til
Jul 2026

System design lesson: size hot storage by concurrency, not users

Designing DocuMind AI, my first hot-tier estimate was ~10.5 TB. The right answer was ~21 GB — here's the mistake.

#system-design#rag#capacity-planning
til