lakehouse

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root bb46869227 Intelligence-first UI: insights, not data dumps

Complete rebuild around 'how did it know that?' moments:

1. NEEDS YOUR ATTENTION — urgent contracts with pre-matched workers.
   Each worker shows WHY they were matched: 'Reliable (85%) ·
   Certified: OSHA-10 · Same city as job site'

2. READY TO CONFIRM — fully matched contracts, just review and send

3. YOUR STRONGEST WORKERS — 95%+ reliability, 'they rarely
   no-show and clients request them back'

4. BENCH STRENGTH ALERT — states with thin reliable worker pools,
   'consider recruiting in these areas'

Every section has: a label (ACTION NEEDED/READY/INSIGHT/HEADS UP),
a headline in plain English, an explanation of HOW the system
knows this, and actionable workers with Call/SMS buttons.

This is what a CRM has never done: anticipate, explain, recommend.
The staffer doesn't search — they respond to intelligence.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

2026-04-17 15:46:25 -05:00

crates

ADR-020: Universal ID mapping — fix the flat embedding identity problem

2026-04-17 11:58:18 -05:00

data

Public URL: devop.live/lakehouse/proof — SSL, no IP needed

2026-04-17 12:41:53 -05:00

docs

ADR-021: Sparse data trust path — start with nothing, earn everything

2026-04-17 15:32:06 -05:00

inbox/processed

Scheduled ingest: file watcher auto-ingests from ./inbox