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Recent Posts

• Building an AI-Native Engineering Team: The Missing Phase

  Published: Nov 22, 2025

  Whistler, Canada

  OpenAI's new guide on AI-native engineering is comprehensive, but it skips the most critical step. Before you Plan or Build, you must Discover. Why context curation is like lighting a stage.

• Run Your Company on the Command Line

  Published: Nov 18, 2025

  Whistler, Canada

  I've spent the last year building AI agents for clients. The biggest bottleneck isn't the model intelligence—it's the database. The solution is to replace Postgres with Markdown.

• Agentic Memory: Local, Not Cloud

  Published: Oct 22, 2025

  Vancouver, Canada

  The rise of agentic AI has brought memory to the forefront. But the architecture matters. Cloud-based memory promises convenience; local memory promises control. For serious agentic systems, local is the only way forward.

Recent Deep Posts

• Kiro Agents: Spec-Driven Development Meets AI Automation

  Published: Jul 28, 2025

  Toronto, Canada

  A comprehensive analysis of Kiro's pioneering approach to AI-assisted development. We examine how Kiro's spec-driven architecture bridges the gap between 'vibe coding' and production-ready systems through its innovative use of requirements artifacts, event-driven hooks, and task orchestration. This deep dive explores whether Kiro represents the future of enterprise AI development or another iteration in the evolving landscape of coding assistants.

• Claude Code Agents: A Terminal-First Approach to AI Agents

  Published: Jul 23, 2025

  Punta Cana, Dominican Republic

  A deep dive into Anthropic's Claude Code. We analyze why this terminal-first agent represents a pivotal moment in AI, deconstructing its technical architecture (like MCP and Hooks), its superior reliability in the face of the "98% problem," and the security risks that come with its power. This isn't just a new tool; it's a new philosophy for building robust and transparent AI.

• ChatGPT Agents: A GUI-First Approach to AI Agents

  Published: Jul 18, 2025

  Updated: Jul 22, 2025

  Punta Cana, Dominican Republic

  A comprehensive deep-dive into OpenAI's new ChatGPT Agent, focusing on its groundbreaking tool-based architecture. We analyze its human-centric tools like the visual browser and code interpreter, and contrast this GUI-first approach with terminal-focused agents like Claude Code, exploring whether this is the path to truly reliable AI or a more polished demo.