A dark connected work board with cards, threads, a laptop, notebooks, raven feathers, purple accents, and green proof lights.

Welcome to my AI workbench.

Latest Articles

The Work Behind the Handle

The Work Behind the Handle

A work-first orientation to RomeoRaven: what lives here, why it is public, and where the useful boundaries are.

The Second Bitter Lesson
Why durable AI systems should invest in goals, tools, feedback, context, evaluations, and authority boundaries instead of fossilizing today's model weaknesses.
Make Your Work Visible With a Simple Map
A practical way to show complex work honestly: map the pieces, label maturity, hide the private machinery, and point to the next useful path.
Small Automation Needs a Human Boundary
A practical boundary test for tiny workflow tools: what they may touch, what approval already exists, what proof they show, and where they must stop.
Stop Learning AI. Give It One Job.
A practical way for small businesses to cross the first AI adoption hump: assign AI one bounded task before trying to automate the whole operation.
Small Gates Keep AI Work Honest
A practical way to keep AI-assisted work fast without letting direction, proof, and publish decisions blur together.
Use AI Assistants Without Outsourcing Your Judgment
A practical guide to using AI assistants for leverage without letting fluent output replace source truth, privacy, verification, or human judgment.
Fix the Real Problem Before You Polish
A practical reminder to solve the actual cause before making the visible mess look better.
If You Keep Repeating the Prompt, Build the Agent
A practical case for creating custom agents when you keep re-teaching AI tools the same standards, checks, and judgment calls.
Make Writing Part of the Work
A practical case for treating writing as part of making work reusable, reviewable, and easier to improve.
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Explore

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Content Pipeline V2

A project for making content work easier to start, route, review, and finish without making the process heavier.

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Workflow-to-Skill System

A project for deciding when a repeated lesson should become a workflow, a tested pattern, or a reusable skill.

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Quotes

Short lines worth keeping close.

Recent Paths

Latest Workflows

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workflow

Homepage Quality Review

A repeatable way to decide whether the homepage is only working, or actually ready to represent the site.

Latest Skills

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skill

Starting a Quality Review

A small entry point for deciding which quality pass a page needs before it is called ready.

Latest Knowledge Base

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docs

Where Things Live

A short guide to the main sections and what each one is for.