How to Measure AI Content Operations With Real Metrics
The metrics that tell you whether an AI-assisted content operation works, the quality gates that make it publishable, and the vanity numbers to ignore.
Topic hub
The technical side of indie hacking — stacks, deployment, cost control at the edge, build-vs-buy, and turning developer skill into a product people pay for.
9 articles
The metrics that tell you whether an AI-assisted content operation works, the quality gates that make it publishable, and the vanity numbers to ignore.
When and how to hire your first contractor as a solo founder: what to delegate first, how to scope a trial, and how to manage without becoming a manager.
When one server is enough: how to run a bootstrapped SaaS on a single VPS, what to put on it, when to split, and how to sleep at night doing it.
The handful of numbers a bootstrapped founder should track weekly, why fewer metrics beat more, and how to build a one-screen dashboard cheaply.
How to write SaaS case studies that convert: the structure that sells, how to get them with few customers, and how to stay honest without fake numbers.
How to run a landing page demand test for a SaaS idea: what to put on the page, which signal counts as real demand, and how to read the result honestly.
API pricing models explained: per-request, tiered, credit-based, and hybrid. How a small SaaS team picks a metric, sets limits, and avoids bill shock.
Founder-led sales for technical founders who hate selling: how to find buyers, run honest sales conversations, demo, and close without a sales team.
How to design SaaS pricing tiers as a bootstrapped founder: why three tiers, price the middle one first, and how to pick the right value metric.