Caleb Schreiber

Design for change rather than hoping schema drift won't happen to your extraction pipeline.

How pagination silently breaks AI pipelines and five patterns to fix it.

Clean HTML conversion to Markdown is the foundation for effective AI pipelines.

Solving CAPTCHAS at the wrong architectural layer wastes money and latency.

Fix three production crashes: zombie processes, shared-memory exhaustion, and unclosed contexts.

Balance speed and freshness when caching live API data.

Selenium's browser automation creates silent failures that modern data pipelines can't tolerate.