I created the same workflow twice – once as an agentic flow in IBM watsonx Orchestrate, once as a deterministic graph in n8n with MCP. Both work. But they solve
Recently, I spent some time digging into IBM watsonx Orchestrate - labs, technical docs, and real agents. The term "AI automation" covers a lot of
Securing Your Self-Hosted Automation: A Deep Dive into n8n and Vault/OpenBao Integration In the rapidly evolving landscape of workflow automation, self-hosting
Workflow automation used to be simple. Trigger fires, steps execute, data moves from A to B. Every branch is predetermined. Every outcome is scripted. The human
Learning & Development is a Satisfaction Driver—and a Competitive Advantage In many organizations, learning and development is still treated as a
How Claude Sonnet 4.5 and GitHub Copilot helped us navigate the maze of custom Backstage integrations The Backstage Promise (and the Reality) Spotify's
Short read (~6–7 min) – focused on the operational side of Model Context Protocol (MCP) enablement. 1. Problem in Practice Single MCP servers are easy.
Introduction Model access alone rarely delivers differentiated organizational value. Real leverage appears when language models can safely invoke tools
We're currently working on a new training for this topic—stay tuned for updates!
Learn how to use Crossplane and the Kubernetes standard API to manage infrastructure and services efficiently.
