Long-ish posts about work we shipped — the decisions, the bugs, the numbers. No think-pieces, no listicles.
A practical guide to deploying Model Context Protocol agents in production — from tool registration and multi-agent orchestration to observability and the mistakes we made along the way.
How we migrated a Fortune 500 company from 24-hour batch ETL to a streaming-first lakehouse with Debezium CDC, Apache Flink, and Apache Iceberg — and what broke along the way.
→ read_post()An end-to-end walkthrough of the multi-agent LangGraph system we built to verify 30K+ content pieces daily at 92% factuality accuracy.
→ read_post()Why rule-based fraud systems miss coordinated attacks, how we built a GNN-powered detection engine processing 2.3M transactions daily at sub-800ms latency, and the tradeoffs we navigated.
→ read_post()How we unified messy restaurant data, built MCP agent tools for NL-to-SQL and demand forecasting, and delivered a 56% forecast accuracy improvement.
→ read_post()How the AI industry moved from chatbot demos to production agent systems — and what the new stack looks like with MCP, A2A, multi-agent orchestration, and FinOps.
→ read_post()How we consolidated a fragmented sales workflow into a unified proposal dashboard that cut creation time by over 60% for a leading solar roofing company.
→ read_post()Hi, I'm the ImmovableTech assistant. Ask me about our services, past projects, or how to get in touch.
