Developers
Engineering notes from movahedi.ca: how the site's tools are actually built. Every technical build shipped here gets one of these articles, no marketing.
The movahedi.ca Privacy API and MCP server now run 11 tools, a discovery search, a multi-operation execute plan, breach rules, resources, and prompts, on the Cloudflare Free plan, with a published tool contract hash.
· 8 min read
The movahedi.ca search bar now runs on a small, build-time index of tools, MCP endpoints, glossary terms, and articles, with a deterministic router and a full results page. No query leaves the browser, and no paid service is involved.
· 6 min read
A client-side worksheet that turns an AI agent's data reach into a risk tier and a one-page scope statement, counting only controls that are enforced where the data lives.
· 6 min read
A versioned, machine-readable registry of AI crawlers and user-triggered fetchers, served over the movahedi.ca Privacy API and MCP server, with every record cited to the operator's own documentation.
· 6 min read
On October 20 my site went live on Poppy, the Personal Agent Protocol draft published this month. Here is what I built, the three parts of the spec I refused to implement, and the question my own test results cannot answer.
· 4 min read
How a blunt verdict, 'the feeling is not smooth at all,' turned into a full rewrite of our network map's rendering loop: animation-frame scheduling, an eased camera, per-view force layouts, and design lessons from Reddit's design communities.
· 8 min read
A systematic audit of movahedi.ca in a desktop browser surfaced 11 UX issues: an English-only nav on French pages, a missing language toggle, and an internal marker leaking into a published dataset, plus eight minors. How each was fixed and what the evidence actually supported.
· 6 min read
A practical guide to connecting clients to the movahedi.ca MCP server, calling its five privacy tools, and running the open-source data-mapping executor over stdio.
· 8 min read
The data-mapping assistant's chat compiles four chip answers into a recipe from a fixed table of 384 templates. The executor's model picks each action from the valid menu, and nothing is final until a human confirms every card.
· 8 min read
A 1.38M-parameter System-1 workflow executor that runs entirely in the browser, how it was trained on 526 scripted-teacher steps, and what its evaluation numbers do and do not prove.
· 10 min read
The full engineering story behind a browser-only AI assistant that drafts Quebec Law 25 data maps: a 1.38M-parameter ONNX model, zero LLM tokens, and the launch-day failures we fixed.
· 10 min read
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