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.
drag empty cork to move around. drag notes to rearrange them. use +/− or pinch-wheel to zoom. click any note to open it.
ideally when something is coming up, whether it's work related or it's just a personal project of mine i usually let it run at the end because i need pressure to perform things.
maywritten · 2026-06-10 · 3 min
a handdrawn chart titled day in a life showing focus changing through the daymy focus has improved and i'm not sure why.my.clevelandclinic.org
lamotrigine
from my focus has improved and i'm not sure why.
noiseshape
diffusion models
watching a photo develop.
do you want me to do that?
i built an AI agent with persistent memory. now i need to figure out if it's remembering the truth or just what i wanted to hear.
wfd · 2026-03-02T09:42:00 · 4 min
the usage of ai in daily work
AI makes me faster. It also might be making me dumber. I'm figuring out where the line is.
wfd · 2026-02-28T02:01:00 · 3 min
nytimes.com
AIinduced psychosis
from do you want me to do that?
A
atlas
atlas maps symbols, calls, tests, and history so developers and agents can ask structural questions about a repository.
current benchtypescriptsqlitemcp
Atlas: structural code-intelligence for LLM agents (an empirical evaluation)
2,239-trial benchmark across 8 OSS repos: Atlas beats a text-search baseline by +0.223 deterministic, +0.127 LLM-judge, at 42% fewer tokens.
wfd · 2026-04-19T18:00:00 · 17 min
O
orchestrator
orchestrator lets a local model read and control a live chromium page through the devtools protocol.
on mar 29, context composition included tools, prompts, subsystem insight, memory, cognition, and conversation history.
question
what should an agent remember, what should it forget, and how can its internal story be checked against what the system actually did?
seven pieces
working memory and long-term memory sit apart from attention, consolidation, tools, and conversation history, while traces show how those parts affect each other.
permission rule
i only want autonomy when permissions are explicit and every new access request explains why it needs them.