Magic
The spellbook and the wands: open source to read, live tools to try.
Spellbook
Open source: code you can read, run and check.
Open source
doceval
Point it at your extractor and a labeled dataset. Get field-level accuracy, a failure taxonomy and per-document cost, without writing eval infrastructure.
Open source
tally-aiagent
Tally invents any master name it doesn't recognise, then reports success. This refuses names the books don't hold, and verifies every entry after posting.
Open source
upsweep
Say "upsweep" to your AI agent. It lists the Upwork jobs that pass your filters and sums up what those clients keep asking for.
Wands
Live tools: wave one and see what it does.
Live tool
affterms
Affiliate terms for 471 dev and SaaS tools, each figure sourced and dated. A calibrated model says which pages changed; a person reads them before any figure moves.
Live tool
Magic Jev Ball
A Magic 8 Ball that reads the question first. The verdict is a calibrated probability from Jev, not a random pick from twenty phrases — and it shows its working.
Live tool
waif
What am I feeling? Text in, a feeling and an intent out — named in two stages by a calibrated model, with the eval that picked the design printed on the page.