Working Systems & Demos
A smaller library of site refreshes, pilot environments, and delivery notes that show what is actually built here.
Featured Projects
Ecosystem Boundary Map
Defined a clear split between cs-learning.me as the personal notebook and High Encode Learning as the business surface.
High Encode Learning Refresh
Reframed the site as the business-facing layer for scoped systems work, demos, and operational notes.
AdLoop Pilot Validation
Built a working Google Ads MCP pilot with OAuth, MCC linking, guarded reads, and a reusable smoke test.
All Projects
Ecosystem Boundary Map
Defined a clear split between cs-learning.me as the personal notebook and High Encode Learning as the business surface.
High Encode Learning Refresh
Reframed the site as the business-facing layer for scoped systems work, demos, and operational notes.
AdLoop Pilot Validation
Built a working Google Ads MCP pilot with OAuth, MCC linking, guarded reads, and a reusable smoke test.
Audit and Delivery Workbook
Turned setup work, validation notes, and scoping decisions into reusable proposal, call, and delivery assets.