Building Your Own Unified AI Assistant Using Claude Code @unsupervised-learning
Building Your Own Unified AI Assistant Using Claude Code  @unsupervised-learning
Uploaded September 2025 | Updated September 2026, 2 weeks ago
πŸ“– Full covered in the video so you can make your own! danielmiessler.com/blog/personal-ai-infrastructure

🎯 TIMESTAMPS:
00:00 - What Are We Building?
01:35 - My Why: Human 3.0
05:50 - Personal Augmentation
08:00 - Personal AI Infrastructure
08:38 - TRIOT: DAs, APIs, AR, Orchestration
13:10 - The API-ification of Everything
14:10 - My AI System Philosophy
16:40 - System Over Models
18:10 - Text as Thought Primitives
21:50 - Introducting Kai
22:30 - Unified Filesystem-based Context (UFC)
24:50 - Kai's Filesystem
32:27 - Tool Usage Within UFC
37:15 - Demos
38:20 - Demo: Live Conversation Retrieval
43:25 - Throw Things Over the Wall to your DA
44:35 - My Customized Statusline
45:20 - Granular Command Building (the UNIX way)
48:28 - Agent Context
49:00 - My Commands
50:09 - Building my Own MCPs on Cloudflare
51:49 - My Personal Daemon/API MCP
53:26 - Putting This All Together & More Examples
54:10 - What I've Built Using Kai
55:06 - Threshold
56:46 - Customized PAI Services
58:03 - My Personal Daily Intel Brief
59:49 - Kai Built Me a Custom Analytics System
01:02:00 - The Third Limitation to Creativity
01:02:28 - Augmenting Everyone
01:04:25 - Some Gotchas to Watch For
01:05:23 - A New Way to Think About AI Features
01:06:26 - What I'm Building Towards
01:10:25 - Summary

🎬 RELATED AI VIDEOS:
β€’ How My Projects Fit Together - youtube.com/watch?v=5x4s2d3YWak
β€’ The Future of Hacking is Context - youtube.com/watch?v=UwTTcka1Wd8
β€’ Introducing Substrate - youtube.com/watch?v=ky7ejowc_qY
β€’ The 4 AAAAs of the AI ECOSYSTEM - youtube.com/watch?v=Pf6ydbCgU3U
β€’ Is OpenCode as Smart as Claude Code? - youtube.com/watch?v=yTylDxgyJZ8
β€’ Claude Code + Neovim via Ghostty Panes - youtube.com/watch?v=ysVmQ6mesWE

πŸ”§ MCP SERVERS COVERED:
Playwright, HTTPX, Content, Daemon, PAI, Naabu, BrightData

πŸ€– OTHER TECH DISCUSSED:
β€’ Claude Code: claude.ai/code
β€’ Fabric AI Framework: github.com/danielmiessler/fabric
β€’ Limitless AI: limitless.ai
β€’ My Threshold App: https://threshold.app
β€’ Wispr Flow (the dictation app I used): wisprflow.ai

✍🏼 RELATED BLOGS:
β€’ Building a Personal AI Infrastructure (PAI) - danielmiessler.com/blog/personal-ai-infrastructure
β€’ MCPs Are Just Other People's Prompts and APIs - danielmiessler.com/blog/mcps-are-just-other-peoples-prompts-and-apis
β€’ One-Click MCP Servers on Cloudflare - danielmiessler.com/blog/one-click-mcp-servers-cloudflare
β€’ Launching Daemon: Personal API - danielmiessler.com/blog/launching-daemon-personal-api
β€’ OpenCode vs Claude Code - danielmiessler.com/blog/opencode-vs-claude-code
β€’ Claude Code + Neovim via Ghostty Integration - danielmiessler.com/blog/claude-code-neovim-ghostty-integration
β€’ Web Scraping with BrightData + Claude Code - danielmiessler.com/blog/webscraping-with-brightdata-claude-code
β€’ Why Marcus Is Wrong About AI - danielmiessler.com/blog/why-marcus-is-wrong-about-ai
β€’ Why Dwarkesh Is Wrong About AGI - danielmiessler.com/blog/why-dwarkesh-is-wrong-about-agi
β€’ AI Is Becoming Like Reading - danielmiessler.com/blog/ai-becoming-reading
β€’ We Have Enough AI for AGI - danielmiessler.com/blog/we-have-enough-ai-for-agi
β€’ The Worst AI Metric - danielmiessler.com/blog/the-worst-ai-metric
β€’ AI Workforce Volume-Difficulty Curve - danielmiessler.com/blog/ai-workforce-volume-difficulty-curve
β€’ Survive AI: Become Creators - danielmiessler.com/blog/survive-ai-become-creators
β€’ The Great Bifurcation - danielmiessler.com/blog/great-bifurcation
β€’ I'm Worried It Might Get Bad - danielmiessler.com/blog/im-worried-it-might-get-bad
β€’ AI Model Ecosystem: 4 Components - danielmiessler.com/blog/ai-model-ecosystem-4-components
β€’ Using the Smartest AI to Rate Other AI - danielmiessler.com/blog/using-the-smartest-ai-to-rate-other-ai

πŸ”— CONNECT:
X: @danielmiessler
Website: danielmiessler.com
GitHub: github.com/danielmiessler

I'm building sick shit over here, and I've only just begun. Let's build together.

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πŸ“§ NEWSLETTER: danielmiessler.com/subscribe
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Building Your Own Unified AI Assistant Using Claude Code

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