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Notes from the build

The Blog

Build logs, prompt breakdowns and hard-won lessons from shipping production AI software with Claude.

Open Source SaaS Alternatives: 5 Repos Worth Selling
Latest
10 min readThe AI University

Open Source SaaS Alternatives: 5 Repos Worth Selling

Semrush charges $250. This costs ten.

open source SaaS alternativesself-hosted AI chatbotAI video clip generator
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Claude AI Side Hustles: 5 That Fit Around a Full-Time Job
Claude AI side hustles
9 min readThe AI University

Claude AI Side Hustles: 5 That Fit Around a Full-Time Job

Claude AI side hustles work because your job already gave you the niche. Five that fit around full-time work, and the one thing that decides all five.

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Agentic AI System Design: 9 Layers That Break in Production
agentic AI system design
9 min readThe AI University

Agentic AI System Design: 9 Layers That Break in Production

Agentic AI system design is backend engineering, not prompting. The nine layers that decide whether your agent survives production.

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Model Context Protocol: What It Is and Why It Matters
Model Context Protocol
7 min readThe AI University

Model Context Protocol: What It Is and Why It Matters

Model Context Protocol exists because your AI agent still cannot call an API. Here is the exact division of labor between the model, the client, and the server.

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Agent Harnessing: Why AI Agents Fail on Long Tasks
agent harnessing
9 min readThe AI University

Agent Harnessing: Why AI Agents Fail on Long Tasks

Agent harnessing is why long AI tasks finally finish. The fix isn't a bigger context window — it's a loop that never needs to remember.

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AI Voice Agent: How to Build One With No Code on ElevenLabs
AI voice agent
9 min readThe AI University

AI Voice Agent: How to Build One With No Code on ElevenLabs

An AI voice agent answered every course, fee and admission question I asked. Here is the five-step no-code build, and what people charge to install it.

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AI Animation Workflow: 11 Steps to Consistent Characters
AI animation workflow
9 min readThe AI University

AI Animation Workflow: 11 Steps to Consistent Characters

Most AI animation workflows stop at a generic prompt — and it shows. Eleven steps that keep one character consistent across every scene.

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Forward Deployed Engineer: What It Is and What It Pays
forward deployed engineer
9 min readThe AI University

Forward Deployed Engineer: What It Is and What It Pays

The Forward Deployed Engineer exists because 95% of AI pilots fail. What the role does, what it pays, and the portfolio that gets you hired.

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AI Agents: How One Person Builds a Whole Company for Under $11
AI agents
7 min readThe AI University

AI Agents: How One Person Builds a Whole Company for Under $11

AI agents don't forget when you close the laptop. Here's the five-agent setup one person used to build and run a company for eleven dollars.

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Local AI Tools: 6 Free Self-Hosted Alternatives to Cloud AI Subscriptions
local AI tools
5 min readThe AI University

Local AI Tools: 6 Free Self-Hosted Alternatives to Cloud AI Subscriptions

Local AI tools are quietly beating the cloud subscriptions they replace. Seven self-hosted picks for video, code memory, forecasting and voice.

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