i'm a software engineer based in the philippines, driven by curiosity and whatever i find interesting. i learn fast with the caveat of goldfish memory (which i call my context lol) and i'm usually self-motivated that i forget to eat.
this is not like other portfolios. feel free to have a look around and explore what makes me, me.
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at 18:03 on apr 18, 58 seconds after the benchmark commit, the score was +0.125 deterministic and +0.035 llm while tokens per task fell 34% and cost fell 25%.
benchmark setup
i mapped symbols, calls, and tests, then compared the agent against plain text tools before trusting the graph.
suspicious result
the first result looked too good, so i gave the judge code tools and added unseen corpora before trusting it.
the pattern
i turn an idea into a tool, measure it, look for the embarrassing counterexample, and keep whatever survives.