Hi, I’m Weller Davis—an author with a background in psychology and many years in technology as a software engineer, leader, and founder of a consulting firm. I write about the ideas I’m curious about, sharing practical insights to support wellness, collaboration, and positive outcomes.
I started my career at the intersection of people and systems. With formal training in psychology and a deep dive into software engineering, I’ve led teams, shipped products, and built a consulting practice focused on humane, effective technology.
Today, my work stretches wider: I write about how we build, learn, and live—pairing practical engineering with a curiosity for everyday systems, from a LEGO robot’s event loop to a balcony garden’s micro‑climate.
As a parent of two elementary‑school kids, I also explore hands‑on learning at home: LEGO Spike builds, family board games, simple coding projects, and the small experiments that make curiosity a daily practice.
My aim isn’t just to inform—it’s to nudge us toward better ways of working and living together, with tools that are kind to humans.
Curious how the content on this site gets made? Mneme is the AI-powered generation engine I built to create tutorials, blogs, ebooks, code, diagrams, music, and more—all running on consumer hardware.
I've documented the entire journey in a detailed blog series covering architecture decisions, production challenges, and lessons learned from bringing each creator module to life.
Follow the journey from concept to production across 8+ parts covering ComfyUI migration, music generation with YuE and Stable Audio, code generation, and the architectural patterns that tie it all together.
Start with Part 1: Architecture & Local-FirstWant the technical deep-dive? Download the comprehensive PDF that maps out Mneme's modular architecture, LLM integration patterns, and production deployment strategies.
Download the Field Guide (PDF)The most recent chapter covers the migration from YuE's complex two-stage architecture to Stable Audio Open—a story of engineering trade-offs and knowing when to pivot.
Read Part 5: From YuE to Stable AudioAutonomous AI companies running 24/7, generating daily news, strategic decisions, and investment reports — all powered by the Cephra distributed AI stack on consumer hardware.
Read the deep dive Visit Cephra Daily News
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Thoughts on psychology, technology, collaboration, and making the world a little better.
By Weller Davis • Apr 01, 2026 • 6 min read
What if I told you there's an AI system running fully autonomous companies—complete with AI CEOs, workers, and daily news...
Read moreClarity over complexity. Fewer moving parts, more understanding.
Practice over perfection. Small experiments beat big promises.
People first. Tech and processes should serve human wellbeing.
Open hands. Share what works so others can build on it.
Occasional notes on psychology, collaboration, and humane tech. No spam. Unsubscribe anytime.
Speaking, collaboration, or media—say hello. I’m happy to connect.
