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Paul Welty, PhD AI, WORK, AND STAYING HUMAN

Work-Logs

Work log: March 19, 2026

What shipped today

A productive day spanning UI polish, auth infrastructure, and dashboard enrichment. The throughput was high — six issues closed across the full stack.

The biggest user-facing change was the dashboard article listings overhaul. The “Top articles this …


Work log: March 20, 2026

What shipped today

Session 1: Web app hardening and scout

Two targeted fixes to the dashboard and social queue, plus a broad codebase scout that surfaced security, resilience, and UX improvements.

The dashboard activity feed was cluttered with automated scan entries — every …


Work log: March 22, 2026

What shipped today

Content model refactor (v2.1)

The entire content data model was rebuilt from scratch. The old stage_data JSONB blob — a nested structure where every field lived inside a stage-specific bucket — was flattened into proper columns on the contents table: …


Work log: March 23, 2026

What shipped today

Simplified idea-to-content pipeline (v2.2)

The article processing chain was completely eliminated. A new daily.scan_and_generate_ideas handler replaces the old 5-step pipeline (google search → fetch articles → score → store → generate ideas) with a single …


Work log: Authexis — March 24, 2026

What shipped

The day started by finishing the product simplification work from March 23 — fixing the briefing generator to use the new status column, cleaning up content type labels from the dashboard, and resolving a 500 error on workspace switching caused by …


Work log: Authexis — March 25, 2026

What shipped

The dominant theme was aligning all surfaces with the simplified product model. The March 21-24 refactor changed the web app and database, but the API, MCP tools, and Apple app were still referencing old concepts (stage_status, content types, feeds, …


Authexis work log — 2026-03-26

What shipped today

Hashtag pipeline — seed, edit, generate

The social queue now has a complete hashtag pipeline. The first piece was the seeding logic: when content gets added to the social queue, addContentToQueue now extracts any inline #hashtags baked into the …


Work log: 2026-03-27

What shipped today

Image upload infrastructure — Cloudinary end-to-end

The day’s big push was replacing the previously-reverted Vercel Blob upload system with Cloudinary, which was already in use by the engine for DALL-E images. This eliminated a multi-day blocker (Blob …


2026-03-28 — Analytics instrumentation sprint

What shipped today

Today was a focused analytics cleanup session. The PostHog instrumentation that was audited and specced out across 15+ issues earlier this week got systematically implemented, verified, and closed. The work fell into three themes: …


2026-03-29 — Authexis work log

What shipped today

Today was the single biggest hardening day in the project’s history — 50 issues closed across 43 commits, touching both the engine and web app. The work fell into four distinct themes.

Security and authorization fixes. Five high-severity issues …