Software Development
The Agentic Repository
Explore how repository architecture directly impacts AI agent effectiveness. Agents flourish in structured, intentional, predictable environments.
Read More →Blog
Product Management
Design Thoughtful Solutions
How organizations should implement AI thoughtfully rather than recklessly. Critical risks in deploying unstructured chat interfaces and structured prompting as a solution.
Read More →
Product Management
Software Development
Vibe Coding: Why AI Still Needs a Pilot
Exploring the limitations of AI-assisted coding tools like Cursor, and why experienced programmers remain essential despite automation advances.
Read More →
Software Development
Use a State Machine to write better AI Prompts
Engineering-trained professionals excel at crafting AI prompts because they think in structured, linear pathways that AI can follow.
Read More →
Software Development
AI is a Goldfish
Exploring why AI systems struggle with memory retention in conversations and how to build effective conversational AI with traditional software engineering practices.
Read More →
Product Management
What makes AI product management different
Exploring three key distinctions in managing AI-driven products versus traditional software: uncertainty, testing approaches, and ethical stewardship.
Read More →
Software Development
Separating Business Logic from LLMs for Reliable Enterprise AI
Why unrestricted AI autonomy fails in production environments and how structured automation creates reliable enterprise AI systems.
Read More →
Product Management
Putting it Together
Drawing parallels between Stephen Sondheim's composition and software development - how creative vision requires patient, meticulous execution.
Read More →