An AI workflow fails. You open the logs. Where do you look first? The prompt? The input? The model response? The API? The tool call? The previous step? The output? Or do you just rerun it and hope it works? I'm curious how different operators actually debug production AI systems. What's your normal troubleshooting order?

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⚙️ DAY 4 COMPLETE — BUILD SYSTEMS, NOT STRESS! The process I documented is my Lead Follow-Up Process for Ms Roz Clarity Consulting. I currently spend approximately 3 hours per week tracking prospects, responding to conversations, following up, and making sure I know what the next step is for each potential client. Creating a system for this process will help me stay organized, respond more consistently, reduce missed follow-ups, save time, and make sure interested prospects do not get lost in my messages or notes. My biggest takeaway from today’s lesson is that a growing business cannot depend on my memory for everything. If I do something repeatedly, I need a clear process for it. One improvement I plan to make immediately is to make sure every lead has a status, a next action, and a follow-up date instead of leaving conversations open without a defined next step. I’m excited to improve efficiency, reduce stress, and build stronger systems that will eventually allow other trained team members to follow the process too. 💜👑 #WayfindersChallenge #Day4Complete #BuildSystemsNotStress