MediaLite Engineering Blog
Deep dives into Generative Engine Optimization (GEO), hybrid agent swarm architectures, WebMCP agent protocols, and serverless edge infrastructure.
Websites are Secondary in the AI Era: Commerce Moves In-Chat
In the ChatGPT and Claude era, business owners and executives no longer want to dig through multi-page marketing websites or fill out 10-field web forms. You delegate research, vetting, and quote calculation directly to your AI assistant. Media Lite makes your business AI Assistant Ready so buyers can discover services, calculate custom ROI quotes, and book consultations directly inside chat.
Websites are Secondary in the AI Era: Commerce Moves In-Chat
In the ChatGPT and Claude era, business owners and executives no longer want to dig through multi-page marketing websites or fill out 10-field web forms. You delegate research, vetting, and quote calculation directly to your AI assistant. Media Lite makes your business AI Assistant Ready so buyers can discover services, calculate custom ROI quotes, and book consultations directly inside chat.
Eliminating Cloud GPU Bill Risk with Hybrid Agent Swarms
How partitioning agent execution across Serverless Edge Ingress, cloud gateways, local state storage, and local GPU clusters delivers 100+ parallel streams paying only for raw electric compute at utility rates with zero cloud token markup.
Generative Engine Optimization (GEO): Winning Citation Share in ChatGPT & Perplexity
Traditional SEO is dying. Learn how serving dense monosemantic markdown schemas from edge Workers forces reasoning models to cite your brand over SaaS competitors.
Why SaaS Renting Fails: The $300/hr CapEx Build Buyout Advantage
Comparing 3-year Total Cost of Ownership between rented SaaS visibility dashboards and client-owned serverless edge infrastructure.
WebMCP Protocol: Enabling Autonomous AI Agents to Query & Transact on Your Edge Site
Exposing authenticated Model Context Protocol endpoints at the edge so autonomous AI assistants can fetch quotes and execute workflows without a browser UI.
Sub-12ms P95 Response Times: Architecting Astro & React Islands on Serverless Edge Workers
Eliminating SPA JavaScript render traps with edge-rendered static Astro pages and targeted React hydration islands for maximum human lead conversion.
Strict Boundary Schema Validation in High-Concurrency Multi-Agent Networks
Enforcing strict type safety and schema validation across non-deterministic LLM sub-agent boundaries to prevent hallucinated output in automated pipelines.