AI Thought Lab
AI Thought Lab Projects Become a Software Showcase
Redesigned the Projects page as a visual portfolio that distinguishes polished case studies from working prototypes.
Build Log
Progress notes from active builds.
A chronological record of what changed, what was learned, and what comes next across AI Thought Lab projects. The build log shows momentum without turning the site into a traditional blog.
Swatch ID
Swatch ID Gains a Focused Product Demonstration
Reorganized Swatch ID around a concise video demonstration and a human-reviewed visual-search workflow for upholstery fabrics.
Cutting Room Explorer
Individual Cut Evidence Completes the Investigation Path
Connected marker-level analysis to accessible, source-backed evidence for individual recorded cuts without losing Explorer state.
Cutting Room Explorer
Cutting Room Explorer Becomes a Product Case Study
Reframed the public project around its implemented evidence-led manufacturing product, walkthrough, and source-to-interface architecture.
Cutting Room Explorer
Marker Investigation Workspace Adds Manufacturing Context
Built a manufacturing-first marker workspace that connects decoded pattern identity, workload details, cutter comparisons, and cut history.
Cutting Room Explorer
Machine Investigation Workspace Connects Workload to Evidence
Added a context-preserving machine workspace for reviewing workload metrics, activity over time, marker mix, and factual signals.
Cutting Room Explorer
Manufacturing Classification Framework Takes Shape
Centralized deterministic marker classification so cutting records can carry auditable manufacturing identity instead of opaque filenames.
Cutting Room Explorer
Interactive Cutting Explorer Moves Beyond Static Reporting
Established a local, full-stack investigation path from cutting-machine XLSX exports to interactive production evidence.
Cutting Table RL
Cutting Table RL Simulator Foundation Expands
Added processing behavior, workday execution, simulator configuration, lifecycle testing, and project guidance.
AI Thought Lab
AI Thought Lab Goes Live on Cloudflare
AI Thought Lab is now live on its custom domain with Cloudflare Pages, SSL, sitemap discovery, and automatic publishing from GitHub.
Cutting Table RL
Cutting Table RL Begins
A new manufacturing simulation project starts with a clean Python structure, basic job model, simulator state, and first machine actions.
AI Thought Lab
AI Thought Lab Reaches Pre-Deployment Milestone
The AI Thought Lab rebuild now has its core pages, project case studies, metadata, visuals, and launch structure ready for Cloudflare Pages deployment.
Bolt Finder
Bolt Finder Reaches OCR-First Proof of Concept
Bolt Finder moved from barcode-first assumptions to a functioning OCR-first rack scanning workflow.
AI Thought Lab
Rebuilding AI Thought Lab as an Applied AI Workshop
The initial planning phase for turning AI Thought Lab into a public proof-of-work hub for practical AI systems.