Blog
Notes on building production AI systems and full stack products.
Managing context windows in production ADK agents
Practical patterns to reduce token bloat and improve reliability in multi-agent ADK pipelines running in production.
By Victor Gerbrands • March 20, 2026
Building a self-healing query loop for a production Google Ads AI agent
How I built a resilient GAQL loop for Wolfy that generates, validates, executes, diagnoses, and retries Google Ads queries in production.
By Victor Gerbrands • March 10, 2026