Voice Interface for AI Discovery and Learning
Why voice is a natural interface for discovery, learning, research, and exploratory conversations with modern AI agents.
Read more: Voice Interface for AI Discovery and LearningWriting
Blog
Deep dives, field notes, and practical guides on software testing, AI-enabled workflows, and engineering craft.
Self-Healing Tests with AI: Triage Before Repair
A practical implementation of diagnosis-first self-healing end-to-end tests using Claude Code, Playwright, and GitHub Actions, with guarded repair pull requests and a complete example repository.
Read more: Self-Healing Tests with AI: Triage Before RepairAI Coding Agents in 2026: Discovery, Skills, Costs, and What Comes Next
A practical look at AI coding agents in 2026: critical-thinking models, agent workflows, reusable skills, costs, and the limits of open models.
Read more: AI Coding Agents in 2026: Discovery, Skills, Costs, and What Comes NextLocal Image Generation with Bonsai Image 4B
Notes from setting up Bonsai Image 4B locally on Apple Silicon, debugging the first failed path, wrapping the working pipeline in a reusable CLI, and using it from any project directory.
Read more: Local Image Generation with Bonsai Image 4BFrom One Local Stack to Three Training Profiles
How a local testing stack evolved from one Docker-based environment into three distinct runtime profiles with clearer intent: lightweight, full, and server.
Read more: From One Local Stack to Three Training Profiles