IDEAS × MARKETS × TECHNOLOGY × A MORE OPEN WORLD
AI.
Markets.
Business.
I explore AI, markets and business —
and build useful things around what I learn.
Lang JuAI Engineer & Builder
03Worlds to explore
FreePractical workflow guide
01Long-term visionBuild a more open world.
Featured Content
Read the project notesTurn an AI workflow into a plan you can verify.
Eight topics. One task card. From a real problem to acceptance criteria.
ForgeFlow: make an agent’s work inspectable.
A local engineering experiment in retrieval, tools and traces.
EvidenceLoop: what would count as evidence?
The boundaries and records of evaluation and training smoke tests.
A focused pilot, starting with a real workflow.
Abstract workflows and human decision boundaries from a private beauty-sector pilot.
Notes on this topic are taking shape.
Explore the current work, or share your question by email.Start a conversationProducts & Services
Explore collaborationAI Consulting & Prototypes
Map one real workflow. Define the inputs, outputs and acceptance criteria. Then decide what comes next.
Scope & fees agreed togetherDiscuss a projectAI Workflow Checklist
A practical starting point for the problem, data and human review your workflow needs.
Free to read & downloadRead the guideBUILT WITH INTENTION
Start with something useful.
New tools and products will follow real needs, one step at a time.LONG-TERM VISION
Explore.
Learn.
Build a more open world.
A more open world
creates more opportunities for more people.