Blog - AI & Cloud Development Insights

AI Engineering 13 min read

Building a Knowledge Bank: How We Achieved 57% Context Reduction Through Compound Learning

We built a Knowledge Bank system that enables AI agents to learn from each other's discoveries. Through careful experimentation, we achieved 57% context reduction and demonstrated true compound knowledge accumulation effects.

By Scott Alter
March 01, 2026 Read More

AI Development 9 min read

Connecting OpenAI Codex to Remote MCP Servers: Introducing codex-mcp-http-bridge

OpenAI Codex supports MCP (Model Context Protocol) servers, but only via stdio. We built a bridge that lets Codex connect to remote MCP servers over HTTPS with full OAuth 2.1 authentication - perfect for accessing your GuruCloudAI tools from any Codex environment.

By Scott Alter
February 22, 2026 Read More

AI Development 1 min read

The Human Attention Bottleneck: Why the Next Leap in AI Isn't Smarter Models

The constraint on AI systems isn't intelligence anymore. It's us. Human attention has become the bottleneck, and the organizations that figure out how to systematically address this will define the next era of software.

By Scott Alter
February 12, 2026 Read More

AI Development 5 min read

The Dangers of 'Vibe Coding': Why Structured AI Development Matters

AI tools have revolutionized software development, but using them carelessly—what we call "vibe coding"—can create more problems than they solve. Discover how structured AI development prevents technical debt and delivers maintainable, scalable solutions.

By Scott Alter
September 10, 2025 Read More

AI & Cloud Development Insights

Building a Knowledge Bank: How We Achieved 57% Context Reduction Through Compound Learning

Connecting OpenAI Codex to Remote MCP Servers: Introducing codex-mcp-http-bridge

The Human Attention Bottleneck: Why the Next Leap in AI Isn't Smarter Models

The Dangers of 'Vibe Coding': Why Structured AI Development Matters

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Building a Knowledge Bank: How We Achieved 57% Context Reduction Through Compound Learning

Connecting OpenAI Codex to Remote MCP Servers: Introducing codex-mcp-http-bridge

The Human Attention Bottleneck: Why the Next Leap in AI Isn't Smarter Models

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