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Diving deep into technology, sharing lessons learned, and exploring ideas that shape the future of software development.

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The End of the Visual Web: Why AI Agents Need Contracts, Not Pixels

The Web Model Context Protocol (WebMCP) is a browser standard that enables websites to expose structured 'tool contracts' to AI agents. Instead of forcing agents to visually scrape screens to identify buttons and fields, WebMCP provides a logical API layer. This allows agents to interact with websites through defined functions and JSON schemas, resulting in faster, cheaper, and more reliable autonomous actions compared to traditional fragile screen-scraping methods.

Feb 13, 202610 min read
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The End of the Visual Web: Why AI Agents Need Contracts, Not Pixels

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Why the 'Agent Stack' Is the Real Revolution
AI & LLM

Why the 'Agent Stack' Is the Real Revolution

Until 2025, the bottleneck wasn't model intelligence—it was isolation. GitHub Copilot saw your code but not your logs. ChatGPT wrote SQL but couldn't see your schema. Developers became glorified data routers, manually bridging the gap. This "interoperability gap" crippled even the smartest models. They lacked the sensory input to understand the system's state. The **Model Context Protocol (MCP)** and **Agent Skills** standard have solved this, creating a universal language for tools to expose their capabilities to AI without bespoke integration.

Feb 75 min
Beyond Vibe Coding: Master the Ralph Wigum Loop for Autonomous AI Apps
AI & LLM

Beyond Vibe Coding: Master the Ralph Wigum Loop for Autonomous AI Apps

How to make your vibe coded app work.

Jan 236 min
Recursive Language Models vs. RAG
AI & LLM

Recursive Language Models vs. RAG

A New Paradigm for Scaling LLM Context Without RAG

Jan 207 min