NextGen AI: Pioneering with Generative AI
Unlocking New Potentials in Tech: AI Insights & Industry Trends
How Confluent’s Streaming Agents enables Real-Time Learning AI
Event streams as short-term memory, Flink as deterministic orchestrator — a pragmatic pattern that maps straight onto the CAA blueprint. Confluent’s Streaming Agents ...
MIT NANDA “GenAI Divide” Validates Operational Knowledge Decay
MIT NANDA Project confirms in it's "The GenAI Divide - State of AI in Business 2025" report what enterprise teams have felt for months: ...
The Pragmatic Engineer Survey Exposes Failure of First Wave AI
The Pragmatic Engineer survey, their largest developer survey with ≈3,000 engineers, doesn’t just list tool likes and dislikes. It exposes the real failure of ...
Why AI Still Fails in Production: Our BSFZ-Certified Approach
After a decade managing technical relationships with BMW Group, Audi AG, and other German industrial giants, our founder witnessed the same costly pattern repeating ...
Trade Republic LLMOps Confirms the 10 Principles of CAA
Last week we published our 10 Principles of Cognitive Agentic Architecture (CAA), the rules we follow when turning AI demos into production systems. A ...
10 engineering rules for production-grade agentic architecture
We’ve all seen the impressive AI agent demos. But when it’s time to move from a demo to a mission-critical production system, one that ...
The Blueprint for Production-Grade Agentic Architecture
Most agents today are just loops with dreams. They wrap an LLM call in a while-loop, pass some loosely defined tools, slap together a ...
What Netflix Foundation Model Teaches Us About Agentic Infrastructure
Imagine a scalable, production-grade agentic system that doesn't just make predictions but adapts, extends, and serves diverse applications with consistency and traceability. Netflix already ...
AI Automation Must Address the Fundamental Complexity Crisis
Modern enterprises are drowning in complexity. Every process is more interconnected, every system more data-rich, and every decision more dependent on fragmented expertise. As ...