Skip to main content

Posts

Featured

Moving Beyond Integration: A Practical Guide to Agentic Orchestration in the Enterprise

I spent most of last week looking at a supply chain dashboard for a retail client. On the surface, it looked modern—React frontend, microservices, plenty of Kafka events. But the actual work was still being done by people. When a shipment was delayed, a human had to look at the ERP, check a separate logistics provider's portal, manually draft an email to the warehouse, and then update a Jira ticket. We’ve spent twenty years building 'systems of record,' but we’re still forcing humans to act as the glue between them. By 2026, the goal isn't just to add another dashboard. We are moving toward a model where our architecture treats LLMs not as chatbots, but as a reasoning layer that orchestrates existing APIs. In real projects, this isn't about some sci-fi autonomous brain; it’s about 'tool-use'—giving an LLM a set of API definitions and a goal, and letting it figure out the sequence of calls to get the job done. This shift from hard-coded workflows to dynamic...

Latest posts

Moving Beyond Chatbots: Building a Functional Agent-First Architecture

Real-World Agentic Workflows: Moving Beyond Chatbots to Orchestrated Action

Beyond the Chatbot: Engineering a Governed Architecture for Distributed AI Agents

Beyond the Chatbot: Practical Architectures for Autonomous Enterprise Workflows

Beyond the Integration Debt: Moving from Static Pipelines to Dynamic API Orchestration

The Shift from Static to Kinetic: Architecting Autonomous Enterprise Workflows

Moving Beyond Rigid Workflows: Architecting Reliable Multi-Agent Orchestration

Moving Past the Chatbot: Engineering Reliable Agentic Workflows in the Enterprise

Moving Beyond Static Integration: A Realistic Look at Agent-Oriented Architecture for 2026

Moving Beyond Chatbots: Real-World Orchestration of Multi-Agent Systems