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Caleb Rivers

I'm transitioning from content editing to exploring the intersection of AI automation and business strategy. I don't have all the answers - I'm learning by doing, testing tools, reading case studies, and asking lots of questions. I share my experiments, findings, and confusions as I go. If you're navigating similar territory, let's learn together.


Projects

Weam AI, an open source AI tools and app orchestration platform: https://github.com/weam-ai/weam

Learning Project: Learning in Public: AI Automation Experiments
Documenting my journey testing AI tools, LLM workflows, and automation strategies. Sharing what works, what doesn't, and questions along the way. Specifically trying to perform RAG on my own content so AI gets me.

30-Day AI Tool Testing Challenge
Testing one AI automation tool per week, documenting results, use cases, and lessons learned.


Articles

Why Your AI Images Look Like “AI Slop” (And How to Fix It): https://weam.ai/blog/guide/ai-image-generation/ai-images/

Building AI Agents for Business: The 3-Circle Rule: https://weam.ai/blog/errors/ai-agents-for-business/

AI Plus Human: A Modern Age ‘10,20,70’ Model Exploring AI for Workplace Productivity: https://weam.ai/blog/ai-news/artificial-intelligence/ai-for-workplace-productivity/


Interests and skills

Interests

AI automation
LLM business applications
SaaS tools
Developer tools
Technical content

Skills

Content strategy
Technical writing
Community engagement
Learning: AI automation, prompt engineering, LLM workflows