Architecture
Agentic Pattern: Collect + Summarize
Pattern Summary Collect + Summarize is a synthesis pattern where the agent gathers inputs, signals, or content from multiple sources and produces a concise,…
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Architecture
Agentic Pattern: Handoff + Resume
Pattern Summary Handoff + Resume is a continuity pattern where the agent preserves state, context, or progress across sessions, users, or channels, and…
Architecture
Agentic Pattern: Recommend + Explain
Pattern Summary Recommend + Explain is a guidance pattern where the agent suggests a specific action, path, or decision and provides rationale to support it.…
Architecture
Agentic Pattern: Ask + Confirm
Pattern Summary Ask + Confirm is a core agentic interaction where the system proactively gathers an input from the user and explicitly confirms it before…
Architecture
Agentic Pattern: Watch + Wait
Pattern Summary Watch + Wait is a passive monitoring pattern where the agent observes a condition, event stream, or state change and takes action only when a…
Architecture
The Power of QA Test Automation in Agile Organizations
As a Consultant, I have worked with organizations helping with Agile transformations. Although these organizations may vary in size and industry, they often…
Architecture
When AI Joins the Team: An Ally for Project & Product Managers
Over the course of my career including time leading a global PMO, I have come to appreciate just how critical strong project and product management are to…
Architecture
Introducing Agentic UI Interfaces: A Tactical Executive Guide
Purpose This guide outlines five initial plays to introduce agentic behavior into a product with minimal disruption, delivering measurable value while setting…
Architecture
Agentic Initiative Framework
Executive Summary Agentic design transforms products from static tools into adaptive, intelligent experiences. By layering proactive, outcome-aware interaction…
Architecture
The SaaS Era Is Ending - Software’s Next Phase Is Agentic
The SaaS Era Is Ending - Software’s Next Phase Is Outcome-Centric and Agentic The Signal Is Clear Microsoft CEO Satya Nadella recently said, "Every…
Architecture
What Happens When AI Agents Take Over Software Product Development?
What Happens When AI Agents Take Over Software Product Development? We’ve all heard it – the provocative topic of AI replacing or deeply changing how…
Architecture
Agentic Product Thinking: Designing for a Future Beyond Screens
Intro: The shift to agent-driven systems isn’t just a UX evolution — it’s a product rethink. Just as "Jobs to Be Done" gave us a lens for outcome-based…