Writing
Blog
Notes on AI systems, search visibility, and automation that ships.
2025-11-12AI Search
AI Search Visibility: GEO and AEO for brands that want to be cited
How generative engines decide what to cite, and the structural changes that make your brand surface in AI answers.
7 min read
2025-10-28AI Systems
Building agent systems that ship: from signal to action
The architecture pattern behind every PHII Labs project: capture, reason, route, act — and why most agent prototypes fail at routing.
9 min read
2025-10-14Automation
WhatsApp automation that actually works
Why most WhatsApp bots break under real load, and how structured handoff to humans keeps response time low without losing context.
6 min read