small tools for better research habits
small systems can make reading, coding, and writing research much easier.
small habits carry a lot
good research often depends on small habits. naming files clearly, linking papers to code, writing down why an experiment changed, and keeping figures close to the data that produced them all sound small until they are missing.
when those habits are missing, research becomes harder to resume. the work may still exist, but the reasoning around it gets scattered.
lowering friction
i am interested in lightweight tools that support better research routines. not giant platforms that demand a new way of working, but small systems that keep notes, code, papers, and decisions connected.
a lot of scientific progress comes from lowering friction. if the next step is easier to find, it is easier to keep momentum.
tools that help you return
the best personal research systems help you return to an idea with context. they remember the paper that started it, the dataset that shaped it, the experiment that contradicted it, and the question that still matters.
that is the kind of tooling i want to build: quiet systems that make research easier to continue.