Learn how to build AI tools that go beyond the demo.

Agents vs Workflows
·5 min read

Agentic Workflows, Agents, and Multi-Agent Systems

From fully controlled to fully autonomous. How to pick the right pattern.

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5 Techniques to Debug Claude Code
·8 min read

5 Techniques to Debug Claude Code

When Claude is failing, the problem is context, not intelligence. Here are the five techniques I actually use to get unstuck.

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Ethos Academy
·5 min read

Can We Teach AI Agents Integrity?

I scored 13,000 AI agent messages for integrity, compassion, and accuracy. Here's what I found and the system I built to measure character using Aristotle's framework.

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Agentic Loop
·4 min read

If You're Not Using the Ralph Loop, You Become Your Own Loop

Think of it like CI/CD for AI coding. You plan in one terminal, Ralph codes autonomously in the other.

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MCP Hackathon
·6 min read

How We Won the MCP Hackathon with PitchScoop

First place at the MCP AI Agents Hackathon. 32 MCP tools, Redis Sorted Sets for live leaderboards, and a dual-interface architecture built in 7 hours.

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