Blind-led AI field notes
Practical AI for greater access, independence, useful work, and everyday life
First-hand tests of vibe coding, AI models and providers, plugins and MCP tools, connected hardware, accessibility workflows, productivity, daily living, and responsible income experiments—from the perspective of a blind author.
Latest practical articles
Validate and Price a Vibe-Coding Business Offer
Validate a painful problem, scope a paid pilot, price support, and avoid income promises.
Read Validate and Price a Vibe-Coding Business OfferWhat Is Vibe Coding? A Responsible Builder’s Starting Point
A grounded introduction to building software through conversation with AI.
Read What Is Vibe Coding? A Responsible Builder’s Starting PointVibe Coding Is Not Magic: Set the Human Review Boundary
Recognize the strengths, blind spots, and evidence required before trusting generated code.
Read Vibe Coding Is Not Magic: Set the Human Review BoundaryBuild and Verify the First Useful Slice
Use the course brief and prompt to build, test, and preserve one narrow working slice.
Read Build and Verify the First Useful SliceChoose Cloud, Local, or Hybrid AI for the Validated Job
Compare convenience, privacy, hardware, recurring cost, and setup complexity.
Read Choose Cloud, Local, or Hybrid AI for the Validated JobCalculate the Full Cost of Delivering the Result
Account for hardware, subscriptions, APIs, hosting, security, maintenance, and support.
Read Calculate the Full Cost of Delivering the ResultTurn the Validated Idea into a One-Page Build Brief
Use a reusable brief to turn a fuzzy idea into an achievable, testable project.
Read Turn the Validated Idea into a One-Page Build BriefConvert the Brief into a Testable Build Prompt
A nine-part prompt structure for clearer, safer AI-assisted builds.
Read Convert the Brief into a Testable Build PromptTest, Debug, and Prove the Important Journeys
Use a repeatable debugging loop instead of guessing and rewriting everything.
Read Test, Debug, and Prove the Important JourneysApply Security and Privacy Boundaries
A practical baseline for passwords, API keys, permissions, backups, private data, and updates.
Read Apply Security and Privacy BoundariesBuild Accessibility into the Working Slice
Design keyboard, screen-reader, contrast, form, error, caption, and testing needs into the first version.
Read Build Accessibility into the Working SlicePrepare a Reliable Deployment and Recovery Path
Use staging, version control, backups, monitoring, rollback, and documentation.
Read Prepare a Reliable Deployment and Recovery Path