ag.
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NOTEBOOK
notebook.
things i'm learning, breaking down for myself, or want to remember.
TRAINING
2026
half marathon training plan.
the full workout schedule for the DNMR half marathon — every session, day by day, with details, to race day.
TOOLS
2026
paper-podcast.
i feed my favourite research papers to a local tool and it hands back a fun two-host podcast for the weekend. inspired by yacineMTB's scribepod.
AI AGENTS
2026
agent evals.
app tests verify the product. agent evals verify the worker — how to build evals that check process, scope, and consistency.
RECOMMENDATION SYSTEMS
2026
netflix artwork personalization.
contextual thompson sampling — same title, different winning thumbnail per viewer.
2026
multi-arm bandit problem.
notes on the exploration / exploitation tradeoff and the algorithms that try to balance it.
ENGINEERING
2025
seat layout builder.
high-performance, in-house tool for stadium and venue mapping — built to scale with control over complex geometries.
2024
spring animation.
a small playground for spring physics — drag, release, tune.