Stop Building Better Bad Processes: The Missing Manual for AI Troubleshooting

In this episode of The Missing Manual, JCK and Julia Levy go "under the hood" of their own AI experiments to discuss what happens when the tech fails to meet your standards. From Julia’s frustrating experience cloning her voice to JCK’s "agentic design" approach, they break down why AI is a "one-size-fits-one" solution. They explore the "Step Zero" of process mapping, the power of handoff documents, and why you should treat different LLMs (Claude vs. ChatGPT vs. Gemini) like specialized team members rather than a single source of truth. THE BREAKDOWN: [00:00] Intro: The Missing Manual for TA leaders and practitioners. [01:06] Julia’s Use Case: Building a Talent Intelligence web app and the frustration of "bad" AI voice clones. [02:15] Defining "Good": Why AI reverse-engineers the wrong results without established guardrails. [03:15] The Golden Rule: Don’t use AI to automate a broken process (Stop making "better bad processes"). [04:36] Model Switching: When to use Gemini vs. Claude vs. ChatGPT for specific tasks. [09:31] The "Learning Out Loud" Community: Curating your own AI news pulse. [11:18] Beyond Business: How Julia used AI to plan a multi-generational family trip to Moab, Utah. [15:54] The "Challenge Me" Prompt: How to stop your AI from being a "Yes-Man." [19:39] Final Summary: The critical role of Handoff Documents in grounding your AI.