When building a labeled test dataset for prompt evaluation, what role do 'golden examples' play, and what makes them different from ordinary test cases? Select your answer in the poll below 👇 — and if you'd like, share your reasoning in the comments! I'll reveal the correct answer and the why tomorrow.

A Customer Support Agent team's workflow definition includes a conditional branch: 'if premium customer, route to priority queue.' The check is implemented in the agent's system prompt. Some non-premium customers are routed to priority. Which CCA-F-consistent design fix MOST directly applies? Select your answer in the poll below 👇 — and if you'd like, share your reasoning in the comments! I'll reveal the correct answer and the why tomorrow.

The full CCAO-F Masterclass is live, and you get the exclusive Skool Member pricing 🔥 👉 https://www.udemy.com/course/ccao-f-exam-prep/?couponCode=SKOOLER (After 8/9, the SKOOLER coupon expires, at that point use the one below) https://www.udemy.com/course/ccao-f-exam-prep/?couponCode=CURRENT-STUDENT (And if you're a premium member, don't use either of these. Your free pass is in the classroom.) This is the credential for deeply understanding claude.ai itself, and it is the most approachable cert on the track, so it is a shorter course and a much quicker turnaround to getting certified. You learn to get more out of every prompt, judge and validate what Claude hands back, pick the right model for the job, and build Claude into real work with Projects, Artifacts, and connected knowledge. It also covers using Claude responsibly and troubleshooting the moments when Claude gets it wrong, so you can spot those issues and resolve them. As part of this community, your price is $9.99 (in the US, this price depends on region, but it's the 'lowest Udemy price'). Far below the public rate. Heads up, Udemy doesn't like these discounts, they force the code to only last five days. Another little prize, if you leave a review for the course and send us a screenshot here (in a DM), you're entered for a free premium membership for life. We're giving away 3 lifetime memberships after the course has been up for a week! Thank you to @Alok Mohanty and @Walid Shaari for your reviews on the CCAR-P course. You're premium for life! 😊 Let's get you Associate certified. CCDV-F Masterclass should be done within a week! Here is a gif of Kyle making slides at lightning speed...

A CI/CD Integration agent is asked to autonomously deploy a hotfix to production after passing automated tests. The team wants to ensure the agent cannot proceed past a critical step without human approval. Which agentic system pattern addresses this requirement? Select your answer in the poll below 👇 — and if you'd like, share your reasoning in the comments! I'll reveal the correct answer and the why tomorrow.

I've been working on the slide decks for this course and CCAO-F. Trying to add a lot more code and different workflows. Looking for a happy medium between too busy on the slides and not enough info. Take a look and tell me what you think! It's pretty busy, but it does display a lot of information. Don't heckle me if the code and workflows aren't perfect yet, this is a rough draft! 😅