The Compounding Knowledge Base: How Karpathy's LLM Wiki Pattern Changes How We Use AI
Andrej Karpathy's LLM Wiki gist proposes a structured synthesis layer that beats raw RAG. Here's the pattern, why it works, and how Agent Vault already runs it.
Every service built on AI. As AI evolves, your results get exponentially better.
AI-first ai seo that evolves with technology. Future-proof your Perth business.
AI-first ai google ads that evolves with technology. Future-proof your Perth business.
AI-first ai web development that evolves with technology. Future-proof your Perth business.
Every service built on AI technology that improves exponentially
Perth businesses compete across Mining, Resources, Construction, with demand clustering around CBD, Subiaco, Fremantle in the broader Greater Perth market.
Local growth is shaped by Resource sector driven and Isolated market. That means Perth campaigns need sharper positioning, faster content production, and stronger local search coverage than generic national campaigns.
Common challenges in Perth, WA include Boom-bust cycles and Geographic isolation. Our AI-first stack helps businesses adapt faster as search behavior and competition shift.
We've helped hundreds of Perth businesses embrace AI-powered marketing. Don't get left behind—the AI revolution is here.
Every step built on AI that evolves—your results get better automatically
AI-powered analysis of your current performance and untapped opportunities
Strategic roadmap built on AI technology that improves exponentially
Implementation using cutting-edge AI—no WordPress, no legacy systems
As AI evolves, your results automatically get better over time
Andrej Karpathy's LLM Wiki gist proposes a structured synthesis layer that beats raw RAG. Here's the pattern, why it works, and how Agent Vault already runs it.
A client's location pages weren't updating despite template changes. The culprit: orphan PHP files overriding the URL rewrite system. Here's how we found them.
Learn how Claude Code Agent Teams coordinate parallel AI agents to tackle complex projects. Real case study: 7 deliverables in 15 minutes across a plumbing franchise.
Learn how Claude Code background tasks let AI agents run builds, audits, and research autonomously. Discover how we use async agents to manage multiple clients simultaneously.
Learn how Claude Code's checkpoints and rewind feature automatically saves your code before every AI edit, letting you instantly roll back changes. Complete guide for developers and agencies.
Learn how to create custom subagents in Claude Code with specialised prompts and tool access. Build SEO auditors, content writers, and more. Complete guide for developers and agencies.