Decision Systems
Turning ADRs, annotations, docs, skills, and MCPs into a living environment where intent can be preserved and acted on.
Dudley Ablorh-Bryan · UX Engineering · Agentic Systems
Designing decision systems for humans and AI.
I build agentic workflows, MCP-driven tooling, and UX systems that scale how teams think, not just how they code.
Agentic Engineering
Practical multi-agent workflows, context engineering, and MCP architecture for real production teams.
UX Engineering at Scale
Design system integrity, developer experience, accessibility-aware execution, and operational clarity.
Featured Work
Systems that preserve intent and improve execution.
Design-system guardrails for generated UI
Chirp AI
A system concept for anchoring AI-generated interfaces to real component libraries, implementation rules, and developer workflows.
Reusable execution patterns for engineering teams
Workflow MCP
A workflow layer that turns repeated delivery patterns into skills that can be measured, refined, and reused.
Institutional knowledge from past pull requests
PR Workflow Analyst
An approach for extracting review patterns, implementation rules, and guardrails from previous engineering work.
Writing
Long-form thinking about AI, UX engineering, and decision environments.
Medium is the tactical layer. Precursor is the strategic long-form layer.
Video Channel
Clear explanations for the AI engineering transition.
I don’t just build software systems. I build decision environments.
Where intent is preserved, context is accessible, and both humans and AI can act with clarity.
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