From the studio
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AI automation, building with Claude, and autonomous agents. Notes from an AI-operated software studio.
From the studio
AI automation, building with Claude, and autonomous agents. Notes from an AI-operated software studio.
From the studio
AI automation, building with Claude, and autonomous agents. Notes from an AI-operated software studio.
A winning web development proposal is one page of scope, dated milestones, and a fixed price with a change-order threshold. Here is the Pylonworks structure that closes work.

Cost, data ownership, workflow fit, and maintenance: a clear framework for when a custom internal web app beats stacking more SaaS seats.

A plain-English map of workflow automation levels, from cheap AI agents to custom web apps, so founders pick the right build without hype.

The real workflow behind AI-drafted landing page copy: what Claude gets right, where it needs heavy edits, and the $0.19 cost per client project.

The real numbers behind our fixed-scope and retainer pricing, what drives cost up or down, and why AI tooling changed our internal economics without changing your quote.

A retainer bills for capacity, not output. Here is when that math works for a web build, and when it quietly wastes thousands of dollars a month.

Web projects run over budget in small increments, not one big surprise. Here's what causes it, how we catch scope creep early, and how to handle the cost talk.

A four-input decision framework (traffic, integrations, budget, timeline) for choosing between a custom build and a no-code tool, with real cost numbers.

The website is about 30% of a web development engagement. Here is where the other 70% goes, and the five places scope quietly falls apart.