notebook.
things i'm learning, breaking down for myself, or want to remember.
december half marathon training plan.
the second half, 6 dec, flat course — thirteen weeks day by day with the estimated pace each week, alongside an arms-and-shoulders lifting block. target sub 3:00.
training
half marathon training plan.
the full workout schedule for the DNMR half marathon — every session, day by day, with details, to race day.
training
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.
tools
agent evals.
app tests verify the product. agent evals verify the worker — how to build evals that check process, scope, and consistency.
ai agents
netflix artwork personalization.
contextual thompson sampling — same title, different winning thumbnail per viewer.
recommendation systems
multi-arm bandit problem.
notes on the exploration / exploitation tradeoff and the algorithms that try to balance it.
recommendation systems
seat layout builder.
high-performance, in-house tool for stadium and venue mapping — built to scale with control over complex geometries.
engineering
spring animation.
a small playground for spring physics — drag, release, tune.
engineering