Autofract

Case — inside the system

Every price has a receipt.

A public record of what things actually cost — sourced, dated, tamper-evident.

23k+

citable pages, every fact sourced

4,400+

entities under the record

19

tools served to AI agents

SHA-256

chained, tamper-evident ledger

FrontDesk is built on institutional distrust of its own content. Writer agents compile products and prices from published sources; a second, adversarial agent exists only to refute them. Whatever survives meets the fidelity gate, which re-fetches every cited page and refuses to ship any number that isn't literally there. The result is a corpus of 4,400+ entities where every fact carries a source URL and the date it was verified.

A daily AI-free price scan writes into an append-only history, and a hash-chained ledger makes that history tamper-evident — you can't rewrite last month. The corpus fans out to 23,000+ citable pages, machine feeds built for AI readers, an MCP server with 19 tools, an open CC-BY mirror with a DOI, and a browser extension that overlays the price of record right on the store page.

System map

Live simulation — hover the nodes, drag them around.

Core AI Workers Data Delivery Gates Surface

Inside the system

FrontDesk

The price of record — sourced, dated, verifiable

Discovery Radar

Detects genuinely new products and demand

Harvest Agents

Writer agents compile facts from published sources

Adversarial Verifier

A second agent tries to refute every claim

Fidelity Gate

Re-fetches every source; unproven numbers never ship

Corpus

4,400+ entities; every price carries source + date

Truth Core

Event-sourced database spine behind the corpus

Price Scan

Daily AI-free scrape with four commit guards

Price History

Append-only change-log with archival backfill

Hash Ledger

SHA-256 chained log — history can’t be rewritten

Site Generator

23,000+ citable static pages from the corpus

Index Engine

Instant indexing, structured data, answer artifacts

MCP Server

19 tools serving AI agents the sourced record

Machine Feeds

llms.txt, open dumps, verification receipts

Open Mirror

CC-BY corpus mirrored to open datasets, with a DOI

Image CDN

Licensed images from a private origin, edge-cached

Extension

The price of record overlaid on the store page

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