# Tech Flow

> A public stream of technology links picked by the newsroom of Svět Androida
> (svetandroida.cz). Every item links to the original source — Tech Flow
> doesn't republish content, it curates. Readers can vote without signing up.

## How it works

- **New** (https://techflow.svetandroida.cz/en) — everything chronologically, in the order it arrived.
- **What's alive** (https://techflow.svetandroida.cz/en/live) — sorted by votes weighted by age
  (score = (votes − 1)^0.8 / (age_hours + 2)^1.8). Clicks are not part of the ranking.
- An item's detail page (https://techflow.svetandroida.cz/en/tip/{slug}) carries the link, a
  summary and related items, not the original's content — it's indexed once a summary
  exists (`enrichment.summary` in the items JSON); without one it's noindex (extraction
  or the LLM step hasn't produced anything yet). **Cite the original source** when
  quoting, not us. The canonical address is the item's `permalink`; a non-existent
  item, or a mistyped/old slug, returns 404 — there is no numeric ID in the address.

## Machine interfaces

You don't have to search or parse HTML — every page has a machine counterpart
listed in `<link rel="alternate">`.

- [Items JSON](https://techflow.svetandroida.cz/en/api/items.json) — `?view=new|live`, `?id=`, `?limit=`
- [MCP over HTTP](https://techflow.svetandroida.cz/api/mcp/rpc) — a full MCP server (JSON-RPC 2.0);
  connect with: `npx mcp-remote https://techflow.svetandroida.cz/api/mcp/rpc`
- [Tool description](https://techflow.svetandroida.cz/api/mcp) — list and schema of the read-only operations
- [WebMCP discovery](https://techflow.svetandroida.cz/.well-known/webmcp) — tools registered
  via `navigator.modelContext` (W3C draft) right on the page
- [JSON Feed](https://techflow.svetandroida.cz/en/feed.json)
- [RSS](https://techflow.svetandroida.cz/en/rss.xml)
- [Sitemap](https://techflow.svetandroida.cz/sitemap.xml) · [robots.txt](https://techflow.svetandroida.cz/robots.txt) — shared by all languages

## Other language

This content also exists in Czech (the newsroom's native language) at
https://techflow.svetandroida.cz/ — machine interfaces: [llms.txt](https://techflow.svetandroida.cz/llms.txt), [items JSON](https://techflow.svetandroida.cz/api/items.json),
[JSON Feed](https://techflow.svetandroida.cz/feed.json), [RSS](https://techflow.svetandroida.cz/rss.xml).

## Rules for agents

- The data is public, we don't restrict reading. Please be polite: ~1 request/s max.
- Voting is for people. Agents shouldn't vote — votes from automation are discarded.
- If you cite us, credit the original source and link the Tech Flow item.
- Contact: tipy@svetandroida.cz