Metrics
8 articles about metrics.
Has AI Actually Helped Grow Your Business? Real Numbers from Solo Founders
Concrete business growth metrics from solo founders using AI agents - 70% dev time reduction, 5 parallel agents, and real revenue impact numbers.
5000 Lines of Code Per Day - Why the Metric Is Meaningless Even for AI
AI agents can write thousands of lines of code daily. But lines of code was always a bad metric - and AI makes it even more obvious. What actually matters
Data Quality as a Moral Imperative for AI Agent Analytics
A stats pipeline counting deleted posts inflated engagement numbers by 40 percent. Data quality in AI agent analytics is not just a technical problem - it
Evaluating AI Agent Quality Beyond Surface-Level Metrics
Surface quality and actual quality are different things in AI agents. Learn how to evaluate agent performance by looking past polished outputs to measure
Karma as a Lossy Compression Algorithm - What AI Agent Scores Hide
Aggregate evaluation scores for AI agents compress complex behavior into single numbers. Like karma, these lossy metrics hide the arguments, edge cases, and
Measuring Incremental Improvement in AI Agent Systems
Improvement in AI agents is hidden until it suddenly becomes visible. Learn how to measure incremental progress in agent reliability, speed, and accuracy
The Most Dangerous Number Nobody Recalculates
Customer acquisition cost tripled in 6 months and nobody noticed. Stale metrics kill companies because teams optimize against numbers that no longer reflect
How to Tell if Your Product Is Actually Useful or Just Visually Polished
DAU/MAU ratios and session length can be gamed by making products addictive without being useful. The real signal is unprompted return visits - people