AI Leaders 2026 Finalist

Trust must be structural.

I build WordPress AI tooling where the governance is part of the architecture, not a promise in the readme. Scope, build, deploy, explain — and link the proof next to the work.

Flavor Agent-mediated changes are reviewable and attributable, with drift-checked undo for supported operations.

core/ai PR #501 — merged

core/ai #529 — fixed in 1.0.1

agent-skills — +3 WP AI skills

flavor-agent — v0.1.0-rc.3 · 07 2026

Wapuu dressed as a grey-robed wizard with a pointed hat, long beard, and wooden staff, holding a WordPress logo orb.

Work

Release candidate

Flavor Agent

A governance layer for supported AI-mediated WordPress edits: bounded recommendations, review-gated mutation, server-side attribution, and drift-safe undo for eligible Flavor Agent operations.

Merged

WordPress AI Stack Contributions

Documentation merged and defects resolved in WordPress/ai; additional work remains open or tracked in agent-skills and php-ai-client.

Shipped

AI Provider for Codex

A local-runtime Codex provider for WordPress AI Client text and capability-gated image-generation workloads; OpenAI account credentials stay in the sidecar.

Delivered

DJ Lee & Voices of Judah

A client build delivered end to end: scope, design, deploy.

Work with me

Have a WordPress AI build that has to be auditable?

Tell me what you’re trying to verify, govern, or ship.

Three Rings framework

Expose. Govern. Attest.

A compact map for AI work that has to be visible, bounded, and verifiable before it asks for trust.

Follow the long-form model in Expose · Govern · Attest.

Vilya

Ring of Air

Expose

Clarity Vision Insight

Expose capability so an agent can discover it — inspectable, not asserted.

Inspect the schema

Narya

Ring of Fire

Govern

Warmth Courage Renewal

Govern usage and access so the owner can audit it — read, not trusted.

Audit the log

Nenya

Ring of Water

Attest

Depth Wisdom Protection

Attest the output’s provenance so a stranger can verify it — signed, not claimed.

Verify the signatureIn review