Four techniques to achieve commercial-grade flowcharts and visualizations with GPT's image generation: visual prompts, masking for iteration, AI brainstorming, and document management for reusable assets.
The Lure of a Unified Tool Protocol: The Business and Technical Dynamics Behind MCP
Examining why MCP gained popularity for standardizing LLM tool invocation, its technical advantages and limitations, and when developers should adopt it versus building without frameworks.
A Middle-Aged Man's Reflections on Changing Cars
How switching from a performance SUV to a Rolls-Royce Cullinan changed my driving style, revealing the mutual influence between users and products through throttle, chassis, and road feel.
From Context Amnesia to Document-Driven Development: Overcoming the Project-Scale Trap in Agentic AI
Agentic AI fails above ~5000 lines due to context window limitations. Solution: document-driven development as long-term memory, enabling multi-agent collaboration and human-AI workflow.
Behind Manus's Wild Popularity: How Agentic AI Builds Lasting Competitive Advantages
Exploring why Manus succeeded by bridging Deep Research and Cursor, and analyzing the compound effects in tools, data, and intelligence that create lasting moats for Agentic AI products.