— The Journey · Chronological Record —

From a blank Supabase project to a 40-agent fleet.

Every working session, every deployment, every milestone — February through May 2026.

Phase 1 · Foundation Phase 2 · Intelligence Layer Phase 3 · Competitive & Market Intel Phase 4 · Hardening & Maturity Phase 5 · Continuation
Phase 1

Foundation

Feb 14, 2026

First Supabase project created

MADE Reporting DB (xyopyttkhoxvnyeyijzb). Pipeline tables, SFDC sync, Monday integration.

Feb 18, 2026

Lovable frontend stood up

made-reporting-ux: first dashboard with pipeline KPIs, SFDC stage view.

Feb 22, 2026

LaunchD agent framework

First 5 cron jobs: SFDC sync, Monday sync, news scrape, health pulse, report runner.

Mar 1, 2026

RAG corpus v1

PROJ-017: 50K document chunks indexed. Brain-search edge function deployed. First semantic queries working.

Mar 8, 2026

Email insights pipeline

PROJ-P_024: agent-email-insights.mjs. Claude Sonnet scoring 90 priority scores + action summaries daily.

Phase 2

Intelligence Layer

Mar 15, 2026

Contact briefs agent live

64 contact briefs generated daily. Company + role + relationship signals synthesized.

Mar 22, 2026

CEO Daily + ELT Weekly reports

PROJ-P_030: Puppeteer HTML→PDF. Auto-upload to Supabase Storage. Launchd 8:35 AM schedule.

Mar 29, 2026

RAG scaled to 295K chunks

Full corpus: resumes, contracts, SOPs, research papers, client docs. Voyage 1024d + IVFFlat.

Apr 3, 2026

Brain-router classification

5 query types routed to specialized handlers. Confidence scoring. Multi-agent decomposition.

Apr 10, 2026

Design system extracted

PROJ-031: @made-sci/design-system@0.1.1. Consumed by 2 production apps.

Phase 3

Competitive & Market Intel

Apr 15, 2026

AI OS platform spec'd

PROJ-033: Skills lifecycle, agent registry, eval framework. 4-bucket taxonomy for 40-agent fleet.

Apr 20, 2026

Agent brain migration

Full .agent/ memory system: personal prefs, working memory, semantic ADRs, episodic log.

Apr 22, 2026

Measurement governance wave

5 projects: Quality Scorecard, Prompt Workbench, Brain Audit Bot, Confidentiality, Cost Forecaster.

May 2, 2026

Competitive intel system

PROJ-021: 21 competitors, 51-row A+ SSO matrix, battle cards, positioning counter-stances.

May 5, 2026

Skills auto-commit pipeline

AI-generated SKILL.md → GitHub. Gap backlog → scaffold → commit → telemetry.

Phase 4

Hardening & Maturity

May 5, 2026

Three-tier email triage

Prefilter → Haiku classifier → Sonnet deep analysis. 32% cost reduction, zero signal loss.

May 6, 2026

7-part cascading edge-function fix

Haiku 3.5 deprecation swept, OpenAI surface → 0, brain-search triple-bug fixed (32s → 95ms).

May 7, 2026

State legislation tracker shipped

PROJ-034: 80 bills, 39 states, MADE manufacturing-relevance scoring. 16 HIGH-impact bills.

May 7, 2026

Journey site template created

PROJ-035: Reusable microsite generator for client case studies + MADE's own story.

Phase 5

Continuation

Week of May 12

Hold-out validator spike

PROJ-P_031: Adversarial validation on email insights. Haiku 4 validator vs Sonnet 4 generator.

Week of May 19

Eval dataset population

Human-labeled ground truth for RALPH, MADE BRAIN, Email Insights agents.

June 2026

Per-agent cost telemetry

Skills invocation table → cost-per-run by agent. Monthly budget cap enforcement.

That's the story so far.

For the technical view of how the platform actually works under the hood, jump to the workflow page.