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Cleaning up AI-generated code after the robot ships
AI-generated code can ship useful automation and leave clutter behind. Here’s how we clean it up with automated tests, consolidation, and human review.
AI phone answering for contractors, with a human handoff
How our AI phone answering system handles noisy jobsite calls, captures the basics, and hands technical contractor questions to the right person.
Renting cloud GPUs for AI video by the hour
How a small contractor uses rented cloud GPUs for AI video upscaling, thumbnails, and safe sandbox testing without buying expensive hardware.
AI costs for small business: keep the meter under control
AI costs can run like a utility bill. Here is how subscriptions differ from per-token API bills, and how to judge whether the work is worth the meter.
How we use AI to review our small business automation
Our AI automation reviews its own work overnight and files improvement tickets, but a person approves every change before anything gets built.
Why your small business emails land in spam
Why small business emails land in spam, and the email authentication, plain-text, content, and domain warming fixes that worked for us.