Who I Am
About me.
- about
Writing
Case studies and notes on the tools I build.
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Cloudwright: natural-language cloud architecture
What cloudwright generates from a one-line prompt and why it matters.
- ai
- infrastructure
- case-study
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Benchmarking AI coding workflows, not just models
100 tasks, sigmoid scoring, 12 capability dimensions. What the workflow benchmark actually measures.
- ai
- benchmark
- case-study
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kb-arena: which retrieval strategy wins on what data
A side-by-side benchmark of seven retrieval strategies on user-supplied corpora.
- ai
- rag
- benchmark
- case-study
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paper-trail-ph: cross-referencing four Philippine government databases
What you can see in a graph that you can't see across four separate systems.
- civic-tech
- graph
- case-study
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ghostwatch: satellite verification of completed government infrastructure
DPWH says the project is done. Sentinel-2 says nothing was built.
- civic-tech
- satellite
- case-study
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ph-civic-data-mcp: 25 tools, 10 sources, zero API keys
An MCP server that puts Philippine civic data inside any agent.
- mcp
- civic-tech
- case-study
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airgap: a customer-support bot that runs on the device
Why on-device LLMs make sense for regulated enterprise support, and what shipping one looks like.
- ai
- on-device
- react-native
- case-study