· 3 min read
JOURNAL
Helping ideas find a place to start
How my experience building and maintaining products shapes the way I want to help small businesses take their first practical steps with AI.
Read morePRODUCT LEAD · AGENTIC AI · TECHNICAL DELIVERY
Turn an AI idea into a useful product.
I help businesses identify useful AI opportunities and founders turn ideas into focused MVPs. Product direction, architecture and hands-on delivery stay connected — from the first brief to a usable implementation.
NEW ON THE BLOG
Latest articles
· 4 min read
AI Ideas
Open WebUI and Ollama: test an internal AI workspace before buying a GPU
A scoped internal AI pilot: choose tasks, map data flow, measure quality and latency, then decide whether server investment makes sense.
Read more
· 4 min read
AI Ideas
Read supplier quotation PDFs with Docling: prepare a comparison for review
A proposed workflow to turn quotation PDFs into a reviewable comparison with units, tax assumptions, delivery terms and source references.
Read moreHOW I CAN HELP
AI consulting & delivery
AI CONSULTING & DELIVERY
AI Opportunity Assessment
Choose a useful first AI use case before committing to a build.
Explore this service →AI CONSULTING & DELIVERY
AI MVP Design & Delivery
Build a focused first version around a real user journey, with a clear path to validation.
Explore this service →AI CONSULTING & DELIVERY
AI Agents & Workflow Delivery
Connect AI to useful workflows with clear permissions, evaluation and human review.
Explore this service →EVIDENCE FROM THE WORK
Selected projects
live
LingoLive AI
A real-time English conversation tutor with gentle feedback, session reports and progress tracking.
Read more
Private studio · Sign-in required
Bé Vui Học Studio — An AI Video Workshop
A private, self-hosted workshop for bilingual educational videos: editable AI scripts, scene previews and parent-controlled production and publication.
Read moreWORKING TOGETHER
How we work together
- Share the problem: users, current workflow and the outcome you want.
- Clarify feasibility and scope: compare approaches, dependencies and acceptance criteria.
- Build and review: implement the agreed flow with feedback and evaluation.
- Handover: source, operating notes and the next validation steps.
Ideas for your next decision
The journal →
· 4 min read
Priority articleagentic-ai
Arena Intelligence Raised $200M to Measure Whether Your Agent Is Lying to You
LMArena's parent company just raised $200M at a $3.1B valuation and launched a benchmark for agent deception, not agent capability. The shift in what gets measured is the actual news.
Read more· 5 min read
Priority articleagentic-ai
GPT-6 Astra Scored 55% on Real Contract Work — What That Number Actually Means
OpenAI and Ironclad published a computer-use benchmark on real contracting tasks. The headline number is a 14-point jump over the prior model. The footnotes tell a more careful story.
Read more
· 4 min read
Priority articleai-agents
Cloudflare Built a Security Agent That Checks Its Own Citations Before an Analyst Sees Them
Cloudflare's new Managed Defense harness admits its first prototype hallucinated, then redesigned around code-verified citations instead of trusting one big agent.
Read moreWhat are you building?
Tell me about the problem, your users and what a useful first result would look like.
Discuss your project ↗