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.
i turned weeks of neuroscience papers into her memory system.
what keeps me going
someone else is on the other end.
~/mayi enjoy writing code. if ai solves every problem, what's left?_
i hate spinners.
the same circle, over and over.
i'm less interested in whether it's good.
how does it work?
noiseshape
diffusion models
watching a photo develop.
A
atlas
atlas maps symbols, calls, tests, and history so developers and agents can ask structural questions about a repository.
current benchtypescriptsqlitemcp
W
weave
weave gives long-running agents memory, state tracking, and retrieval that can be inspected.
current benchtypescriptagentsmemory
avery v3
892 commits. the personal AI agent i've been trying to build since 2023 is finally becoming something i'm proud of.
wfd · 2026-03-31T23:50:00 · 3 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
github.com
remark
from writings for discussionryanaque.com
a link
from writings for discussionx.com
follow me on X
from avery v3arxiv.org
guarantees
from do you want me to do that?mar–may 2026 · avery + fleet
5.5k / 128k tokens
tools 3k · prompt 1.5k · subsystem insight 902
mar–may 2026 · avery + fleet
5.5k / 128k tokens
what this shows
tools 3k · prompt 1.5k · subsystem insight 902
timestamp
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.