Projects I've worked on, and thoughts along the way
I openly document AI workflows, real projects, and engineering judgment, alongside long-term writing on growth, philosophy, and life.About this blog
October 2026 Thought Notes 68 public notes as of October 8 | Recorded: 2026-10-01 — 2026-10-08 Themes: Daily Notes and Everything Else 20 · AI and Agent Systems …
A model needs a tool to check project status. A user asks, “What’s blocking the demo project?” The model understands the …
For a Personal Agent to do things reliably on someone’s behalf, it has to connect a single model run to a …
A model needs a tool to check project status. A user asks, “What’s blocking the demo project?” The model understands the question, but has no way to read the …
For a Personal Agent to do things reliably on someone’s behalf, it has to connect a single model run to a …
For a Personal Agent to earn repeated use, the user has to genuinely carry less of the mental load. If handing over an …
I build products on my own, and I want a design system that helps me maintain their UI and frontend over time. Finishing a page is only the beginning: features …
A green sync does not prove the delivery system is safe When Argo CD turns an application green, it proves one narrow …
Requirements 🔥 We need to further study and advance in kubernetes, reading source code is a necessary path. 👀 More …
October 2026 Thought Notes 68 public notes as of October 8 | Recorded: 2026-10-01 — 2026-10-08 Themes: Daily Notes and Everything Else 20 · AI and Agent Systems …
September 2026 Thought Notes 326 notes in this month’s public archive | Recorded from 2026-09-01 to 2026-09-30 …
2026 August Thought Notes 484 notes this month | recorded from 2026-08-04 to 2026-08-31 Themes: AI and Agent Systems 212 …
At dusk, I sat on the rooftop of Youli Café and raised my coffee cup toward the twin pagodas of Kaiyuan Temple. The camera recognized the distant towers and …
This piece is a thought experiment in simulated interviews. The interviewees are synthesized from field anthropology …
This piece is a thought experiment conducted through simulated interviews. The two interviewees are fictional …
"From Hanoi's narrow alleys to the Mekong delta — a slow-cooked record of motorbikes, coffee, monsoon rain, and the strange comfort of being a stranger."
"On the temples beyond the postcards — banyan roots crawling over a lost capital, and what a vanished empire still says to us about scale and silence."
Keep important people and unfinished things close.
Share a chat screenshot, review its sourced context, and choose what to keep. capri is building a personal Agent for remembering people, promises, and changes before the next conversation.
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Stay with a book.
Continue a book from the sentence where you stopped. Import PDF, EPUB, TXT, or Markdown, compare literal and interpretive translations, and keep notes, questions, and reading conversations beside the source.
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Create editable synthetic conversations for tests and evaluation.
Author synthetic chat scenes for software tests, teaching, and evaluation datasets. Edit messages, reuse people and templates, create project variations, and export PNGs with a default fictional label or editable JSON.
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Find your way. Feel at home.
Evolved from Solo Compass, Roamorrow is a map-first companion for solo travel and life on the move. Discover concrete things to do nearby, with AI curation, source context, and uncertainty kept visible.
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Don't manage your life. Hold on to today.
A local-first personal memory system that captures text, voice, photos, and daily context, then compiles them into Daily Pages, entity pages, and an explorable knowledge graph.
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Turn a real failure into a check for the next release.
Evidence-to-eval infrastructure for AI products. Define correctness, then compile production failures, expert corrections, and user intent into replayable Eval Packs with provenance, rubrics, and versioned release gates.
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Build your next opportunity on real career evidence.
The product interface for Relay, an open-source job-search system. Review career facts, match roles, prepare tailored materials and interviews, and use a browser extension to prepare forms before submitting yourself.
View productSee which agent crossed the line and which project is burning tokens.
Check risky CI, secret, and test changes before push, and compare edits with the assigned task. Define scope, budget, and stop conditions for agent loops, then inspect local policy events, token use, and estimated costs.
View productUse the arrow keys to select a result and Enter to open it. Press Command or Control plus Enter to ask AI.
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