How to Give an Agent Search Over Your Own Documents
Seventy-eight lines with no dependencies join a local embedding model, a vector store and MCP. The interesting part is n...
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How to Write an MCP Server Without a Framework
MCP is JSON-RPC over a pipe. Sixty-two lines of dependency-free code, driven directly with the protocol — the handshake,...
How to Generate Embeddings Locally
A 46 MB model, running on your laptop, turns text into positions in space. The demonstration: a query whose only content...
How to Self-Host Qdrant in Docker
Every retrieval tutorial says "point it at your vector database" and none of them tells you how to run one. One containe...
What a Year of Currency Movement Does to an Invoice
A USD 10,000 invoice raised in January and paid in August was worth 10.8 million more rupiah, and 141 fewer Singapore do...
What One Server Actually Runs
This publication — the live site, a full staging copy, an error tracker and its own CI runner — is four cores and 16 GB...
How Much of the Internet the Big Clouds Hold
Add up Amazon's published address file and you get 188 million. The real figure is 101,829,252, because the same block i...
How Far Away the Cloud Is From Singapore
A dropdown asks which region, and most people pick the familiar name. Measured from a server in Singapore, the closest r...
Why Some Languages Come Out as Empty Boxes
A page can be perfectly translated and still arrive as hollow rectangles, because rendering needs a font that contains t...
Why Your Name Does Not Fit in the Box
A form field capped at forty characters gives an English speaker forty and a Khmer speaker twenty-one, because the brows...
What the Same Sentence Costs in Eleven Languages
Write a prompt in Thai and it costs more than the same prompt in English — not because the model charges you differently...
Where a ComfyUI Node Keeps Its Licence
The registry names a licence for only 15.5% of nodes and puts a bare filename in the field for 59.1% more. We opened 60...
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