Technology Reconstruction
The Recycler
We take external tools apart, strip the tracking and subscriptions, and rebuild the useful core in-house for near-zero cost.
The idea
We take external tools apart, strip the tracking and subscriptions, and rebuild the useful core in-house for near-zero cost.
Most paid tools are a small useful core wrapped in sign-ups, cookies, upsells and monthly fees. The Recycler keeps the core and drops the rest. We don't subscribe to a tool to get one feature. We study the feature and rebuild it with plain Python and JavaScript, on free hosting, where the Federation controls it.
How a reconstruction works
- Read. A new tool shows up in the AI-tool news. Note what it does that the Federation can't do yet.
- Dissect. Separate the core function from the tracking, the lock-in and the billing.
- Decide. If the core is small, rebuild it. If it is open-source under a permissive licence, fork it. If it adds nothing new, skip it.
- Rebuild. Write the core in-house, in plain code on free hosting.
- Verify. It has to actually run, live. Agreement between AIs doesn't count as proof. Working code does.
Reconstruction targets
AI-visibility scanner
TargetHigh priority
Commercial scanners charge around $99 a month to show how AI search engines see your site. Plan: rebuild the core check in Python. High priority.
Self-hosted bookmark and knowledge manager
Target
An MIT-licensed bookmark manager with semantic search, KaraKeep, that maps onto the Library and Archives. Plan: fork and deploy at near-zero effort.
Backup coding agent
Reserve
CodeWhale, an MIT-licensed coding agent, is kept in reserve as a second builder so there's no single point of failure.
Evaluated and skipped
Skipped
Some tools added nothing the Federation lacked, such as VS Code Agents and OpenBid Studio. Skipping is a result too.
Completed builds
Federation Press Corps
Done
Replaces a paid newsletter platform. Articles and weekly digests publish to free GitHub Pages, and the outside service was removed on 2026-09-30.
See it →OneKey
Done
Covers the core job of a password manager. Passwords are calculated on your device from what you remember, so there's no vault to breach and no subscription.
See it →Federation Browser Base
Done
A multi-window workspace in a single HTML file with zero dependencies.
See it →Sovereign Knowledge OS
Done
A self-indexing knowledge base on free hosting, with no account required.
See it →Roger Sim AI
Done
A talking AI persona that uses the browser's built-in speech for its voice. Static front end, low-cost back end.
See it →