Reflections
Reflections
Digital solution design, AI and software architecture — case studies.
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Results (3)
When a Bug Resists AI Agents
A firsthand account of an integration issue where more context did not help AI agents converge on the right solution.
August 5, 20265 min read
AI assistants are no longer chatbots: what MCP tunnels made me realize
A field report from an architect's perspective: discovering the tunnels OpenAI introduced to connect ChatGPT to self-hosted MCP servers, and the shift in thinking it triggered about where AI platforms are headed.
July 6, 20267 min read
Multi-layer Architecture with Docker: Isolation over Technology Debates
Learn how to isolate your application layers with Docker to avoid technology lock-in and maintain your projects long-term.
May 12, 20269 min read