CONSOLE.

LIVE BRIGHT DATA RUN · NOT A REPLAY

EVIDENCE COVERAGE

100%

every published claim verified

FALSE REPORTS BLOCKED

incl. one overfit repair

GENUINE RUNS

4 published · 4 blocked

SELF-HEAL ROUNDS

2 human-approved in production

COLLECTOR

ROBUST

c_mt4m8fix1gze0scg44

SENSOR

ONLINE

live runs enabled

THE COLLECTOR ID IS YOUR PRODUCTION API

Every scraper returns a stable c_* Collector ID triggerable with POST /dca/trigger from any language or scheduler — no deployment step. An hourly GitHub Actions cron runs plain Node against it, commits the results to this repo, and the push auto-deploys this dashboard. Cron → Bright Data → trust engine → git → live site.

curl -X POST "https://api.brightdata.com/dca/trigger?collector=c_mt4m8fix1gze0scg44&queue_next=1"   -H "Authorization: Bearer $BRIGHTDATA_API_TOKEN"   -H "Content-Type: application/json"   -d '[{"url":"https://magpie-lab.netlify.app/lab/source"}]'

feed last updated: 2026-08-23T18:52:12.892Z · workflow: .github/workflows/live-cron.yml

REAL COMPETITION — OPEN-SOURCE SOFTWARE MARKET (PUBLIC WEB)TRUSTED

snapshot j_mt65zdqsefp4dm1x4 · 232 real products

Genuine competitive intelligence beyond the simulated source: real products with descriptions and licenses, extracted hourly from the public awesome-selfhosted catalog by a dedicated custom collector.

2FAuthLidifynotifoServasmany-notesmovaryreadersignaturepdfdocker-swaggocronpigaslash

LIVE SOURCE — HACKER NEWS (PUBLIC WEB)TRUSTED

snapshot j_mt65z5lq1ird371uim · 30 rows

Outside the simulated seed entirely: a second custom collector on a real, public, constantly changing ranked list — proof the pipeline works on the open web.

01I spent $266 and four AI models to own my tablet. GLM-5.3 finished it in a day369 pts

02A website for debloated open source alternatives65 pts

03How Complex Systems Fail (1998)123 pts

04Why Sal Khan't: On Learning by Making but Teaching by Telling51 pts

05Malware infects Android-based automotive head unit firmware168 pts

B2B SOURCE — TRUST ENGINE VERDICTPUBLISHED

snapshot j_mt662ptzrvhkpgr7p · 10/10 rows

The same cron hits the award-hero collector every hour; the dashboard re-runs the deterministic trust engine on every result at deploy time.

all checks passing · 10/10 rows verified