Evidence → Queue

Visual course · EN

From 2.537 packages to an honest queue

A mission with one rule: never confuse a claim with a customer. Eight lessons on contracts, adversarial gold sets, receipts, validator loops, strict WTP and a queue that refuses to pad.

2.537

packages frozen

1.252 bookmarks + 1.285 YouTube transcripts, read-only, zero contamination.

8.820

signal rows

Every one a verbatim quote at an exact byte locator. 1.225 aliases tracked, never double-counted.

7

WTP signals

Only observed payments survive: numeric money + buyer verb + no advice markers.

17

WATCH candidates

Real ICP + real pain + cheapest falsification test. 0 DO_NOW — honestly.

Lessons

01The contract: evidence first, never vibes 02The pipeline: five deterministic gears 03The gold set: 40 adversarial cases before any scale 04The extractor: receipts, dedupe and honest abstention 05The validator loop: FAIL is the tuition 06Strict WTP: the difference between "you can charge" and "they paid" 07The queue: 53 clusters, 17 survivors, zero padding 08Reproduce everything: the audit trail in five commands
Built deterministically. Every number regenerates with node run-extract.mjs --verify and node run-queue.mjs --verify.
Built deterministically. Every number regenerates with node run-extract.mjs --verify and node run-queue.mjs --verify.