Developer · AI agent systems
Small, practical experiments across commerce, research, creative operations, knowledge workflows, and software delivery.
01 · Agent systems in practice
Ongoing experiments across commerce, research, creative operations, and software delivery. They are still evolving, and the visuals come from real project interfaces.
Listing mission · release state
An agent-assisted ecommerce operating system that turns product truth into traceable Amazon listing and creative workflows.
Evidence-driven product opportunity research for Amazon US FBA sellers.
Production batch workspace
A production-grade workspace for multi-model generation, durable jobs, review, and cost-aware operations.
02 · Open source
These are the first public repositories behind the work. More projects will be added here as they are ready to open source.
Lean, outcome-first delivery skills for GPT-5.6 Sol and Codex.
Evidence-first product opportunity research for Amazon US FBA sellers.
03 · Field notes
Field notes turn methods, decisions, and validation evidence from private product work into public, readable case studies.
How EcomForge preserves sources, versions, review, and release boundaries.
Which controls protect outcomes—and which only add noise.
04 · Now