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Paul Welty, PhD AI, WORK, AND STAYING HUMAN

Work-Logs

2026-03-12

What shipped today

Today was a dedicated hardening session. After recovering context from yesterday’s pipeline work, I ran a broad codebase scout that explored the web app, engine, and Supabase layers in parallel. The scout surfaced five concrete issues — one functional bug, three …


2026-03-13 — Eclectis

What shipped today

Today was a high-throughput pipeline day — 13 issues closed across three themes: infrastructure hardening, landing page repositioning, and feature delivery. The session ran entirely in --auto mode, executing and prepping issues without human-in-the-loop …


2026-03-14 — Eclectis

What shipped today

Today was a hardening and testing day — 7 issues closed across two themes: security/reliability fixes and test coverage expansion. The session ran in --auto mode, executing scout-generated issues from yesterday’s codebase exploration.

Security and …


2026-03-15 — Eclectis

What shipped today

Today was a scout-driven hardening session. The codebase scout identified five issues across the engine and web app, all of which were triaged, prepped, and shipped in a single session. The work splits into three themes: security fixes, reliability …


2026-03-16

What shipped today

The big theme was websites as a content source — the full feature chain from database schema through UI, engine handler, and pipeline integration. Users can now add website URLs as feeds, and the daily pipeline scrapes them for new article links, scores with Claude …


2026-03-17 — Eclectis

What shipped today

Continued the scout-driven hardening sprint that started over the weekend. Today’s session focused on engine reliability and web resilience — two themes that emerged from the /scout run on 3/16.

On the engine side, the poller got graceful shutdown …


2026-03-18

What shipped today

Big hardening and test coverage session. Started with a scout sweep that found five improvement areas across the engine and web app, then executed the full pipeline — triage, prep, implement, merge — on all of them in a single session.

The engine got meaningful …


2026-03-19 — Launch prep sprint: encryption, email, and bug fixes

What shipped today

Today was a massive pre-launch cleanup day. The headline is that integration tokens are now encrypted at rest using Supabase Vault — the full lifecycle from migration to code reads is working in production. The …


2026-03-20

What shipped today

Today was a massive cleanup and quality sprint — 20 issues closed across the full stack, from database indexes to UI components to dead code removal. The session ran the automated scout → triage → prep → exec pipeline end-to-end multiple times, proving the pipeline can …


2026-03-22

What shipped today

Today was a comprehensive quality and hardening sprint — 15 issues closed across two full scout cycles, plus a marketing onboarding questionnaire filled out for the Synaxis agency engagement.

The session started with a scout run that surfaced issues across security, …