TruthFast — AI Agent Containment & Assurance Reference System The problem How can organizations g...TruthFast — AI Agent Containment & Assurance Reference System The problem How can organizations g...
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
TruthFast — AI Agent Containment & Assurance Reference System
The problem
How can organizations get meaningful benefit from increasingly capable AI agents without simply handing those agents unlimited trust?
What I built
TruthFast is a reference system exploring identity, authorization, containment, artifact integrity, execution boundaries, evidence, and deterministic validation for agentic workflows.
My work centered on problem definition, architecture, specification, AI-agent orchestration, acceptance criteria, runtime evaluation, and repeated adversarial review. Coding agents performed much of the implementation work.
Process
The architecture evolved through multiple generations rather than one-shot implementation.
Design ideas were explored conversationally, progressively formalized into specifications, implemented through coding agents, exercised against real runtime behavior, and challenged through hostile review.
When evidence contradicted the intended architecture, the implementation was repaired, replaced, or redesigned rather than preserved for sunk-cost reasons.
Result
A substantial working reference architecture with repeatable validation and qualified runtime evidence on tested revisions.
TruthFast is intentionally presented as a reference system, not a turnkey enterprise product. A real enterprise deployment would require integration with that organization’s infrastructure, identity systems, operational constraints, and risk model.
I’ve been doing a lot of AI work lately and realized I never really made it official here lol.
So here it is. A mix of some recent experiments, campaign work, product films and art direction.
I’m now taking on AI campaign and creative direction projects through Ponce de Leon Studio. If you want to start something together, the service is available directly on my profile.
24-Hour AI Workflow Blueprint — From Business Problem to Practical AI Plan
I developed a practical workflow-review system designed to help small businesses identify where AI can genuinely save time — and, just as importantly, where human judgement should remain in control.
The process starts with a structured business questionnaire covering repetitive tasks, existing software, time-consuming processes, desired improvements and areas that should not be automated.
That information is then analysed to identify bottlenecks, quick wins and realistic opportunities for AI assistance. The resulting Blueprint provides prioritised recommendations, practical workflows, suggested tools and prompts, implementation steps, and clear human/AI boundaries.
I also built and tested the supporting intake and delivery workflow so the complete review can be produced within 24 hours of receiving the required information.
The objective isn't “AI everywhere”. It's less repetitive work, clearer processes and practical improvements that a business can actually use.
This workflow was developed and internally tested as part of a live 30-day commercial AI experiment. No invented client results or hypothetical savings are presented here.
Rimba is an AI automation platform for Operations, Supply Chain, and Compliance teams in energy and industrials. Built for Oil & Gas, Power & Utilities, Mining & Metal, Supply Chain and Logistics, Chemicals, and Manufacturing.
For this project, I designed the brand and product interface to turn complex, high stakes workflows into something clear and easy to trust. The result is a system that feels as solid and dependable as the industries it serves.
If you are looking for a designer who can bring clarity to complex products, I would love to work together.