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
Research with AI Agents: Find, Compare, and Cite Evidence
Create a traceable evidence memo by comparing sources, preserving citations, and exposing uncertainty.
Read Research with AI Agents: Find, Compare, and Cite EvidenceLaunch Responsibly and Present the Course Capstone
A practical guide to business models, launch-readiness gates, first customers, honest claims, payments, refunds, unit economics, retention, and stop rules.
Read Launch Responsibly and Present the Course CapstoneSet a Testable Price and Paid-Pilot Boundary
Price a vibe-coded product or service with cost inventory, contribution margin, break-even math, willingness-to-pay evidence, and a paid pilot.
Read Set a Testable Price and Paid-Pilot BoundaryValidate the Problem and Offer Before You Build
A practical 7-day business validation guide with free and low-cost tools, customer interview questions, evidence thresholds, and a $0–$100 test plan.
Read Validate the Problem and Offer Before You Build