Development Velocity

Days 25 Migration to full deployment

Design Specs 43 Written and shipped

Rows Migrated 163M Initial database migration

Products Live 3 Consumer, admin, advisor

Shipping Timeline

Every date below is a real commit in version control.

03-12

PostgreSQL migration— 163M rows migrated from SQLite

03-15

CMS outcomes + compliance dashboard— Patient-facing data sprint

03-16

Episode-of-care bundles— 6 surgical episode cost bundles

03-17

Geolocation + Advisor portal— Hospital mapping, advisor content site

03-20

Chat visual components— 10 React components for AI rendering

03-21

CMS plan integration— 4 datasets, Part D formulary search

03-22

Consumer app launched— patient.clearprice.ai live

03-23

Value score redesign— Quality/price/experience composite

03-24

Medicare coverage product— 3 coverage types, OOP calculation, demo-ready

03-28

RDS optimization + S3 archival— Turbo load mode, cost optimization

03-30

URL discovery automation— cms-hpt.txt crawling, MRF observability

04-02

Partition migration— All tables partitioned by state

04-03

URL recovery session— 341 URLs recovered, 62% gap reduction

04-04

Step Functions ingestion— Per-hospital ECS task isolation deployed

04-05

5-state parser expansion— 23 TX hospitals unblocked, investors.clearprice.ai launched

04-07

Mega-hospital extraction— Tier lifecycle, staging loader, ECS launcher

04-08

Pipeline reliability overhaul— Pool cascade fix, non-compliant detection, AZ 97.4%

Last Updated

Metrics refreshed 2026-04-08. Run bash scripts/refresh-pitch-metrics.sh —deploy to update from production data.

Execution Velocity

One person built three production applications, a data pipeline processing 211.3M records in 20+ formats, AI integration with 27 tools, and automated weekly operations — in under 30 days. This is the velocity of a single coherent vision with zero coordination overhead.