I just watched the first video of the serie of Jake Van Cleef breakdown, and the biggest thing that stood out to me was leveraging .md files for dialogue/context. It clicked because just as much as databricks came up with ontology and Microsoft fabric as well, the key element is context. But the markdown files simplify the process and allow any users to build their systems locally. It s a similar approach to the wiki llm where all the information is located and routed according to a specific workflow. My main takeaway was .md files allow us to guide properly the workflow and the only drawback is the human factor (errors in the harness) which can be mitigated via an ai review of the harness. The experiment at the end helped me understand the idea of how far this can be pushed. Great stuff! Going forward, I'm going to work on a small workflow and understand it s behavior.

I'm currently using AI for brain storming, building small powershell scripts, small python scripts, running jobs for data quality, and right now I'm at the exploration stage in understand how to build a system. One thing that caught my attention from this lesson is the structure to maintain proper context, reducing drifts and increasing output quality. I'm excited to learn how build a systems and see how structured approaches to AI can help me create a Power BI administrator Assistant that will support me in my day to day with data and BI solutions.

Hi, my name is Simon. I'm really happy to be there 🙋 A little about me: I m in data products. I love data! Lol 🎯 My current goal: I want to add value to my end users by leveraging AI as much as possible. And learn how I can use AI for daily jobs such as data quality, observability, completeness, analysis etc.... BUT I want to learn how to create system for my personal projects as well! 💪 What I'm currently building/working on I m still in discovery mode. I saw 3-4 very interesting projects in the competition section I really want to try: voice, specialized researcher, work team.

📣 Update (9/7/26): Comp 12 Rules Added --- What this thread is: I’ve seen a number of people either not know competitions are going on or know how to find them so here is a quick single source thread where you can get to them all. I’ll keep this updated as new challenges are released. See the current challenge as well as all past challenges below! Format for community challenges: https://www.skool.com/cliefnotes/how-competitions-work-from-now-on?p=84912d60 Weekly leaderboard competition: Alongside the biweekly challenges, there is a weekly leaderboard challenge where the member at the top of the 7 day rolling leaderboard wins a free upgrade to their membership. This winner is announced on Mondays typically. @Joshua Hubbard has gone another step further and created a thread linking to all competition entries. Link here: https://www.skool.com/cliefnotes/the-competition-archive-every-entry-every-week-every-link?p=bd752987 --- Current Challenge: Competition 12 The Challenge 💪 - Build an auditor that reviews something against a defined standard. Rules & submissions 🗒️ - https://www.skool.com/cliefnotes/weekly-comp-11-the-auditor?p=1d0eb170 Good luck everyone! --- Past Challenges Competition 1 The Challenge 💪 - Build a brand voice document for a pet grooming business Rules & submissions 🗒️ - https://www.skool.com/cliefnotes/first-ever-weekly-competition-is-live?p=90f50bf9 Results🏆 - https://www.skool.com/cliefnotes/weekly-comp-1-winner-ian-barriopedro?p=0501b57e Competition 2 The Challenge 💪 - Build an artifact of a financial advisor client intake system

Quick update on the competition schedule so everyone knows what to expect. 📅 NEW CADENCE: TWICE A MONTH We're dropping comps on the 15th and the 30th of every month. Two chances to compete, every month, on a set schedule you can plan around. ✍️ WHY THIS SCHEDULE Spacing them out this way means we can give tailored feedback on every single submission. Not just the winners. Everyone who enters gets notes on what worked, where it's weak, and what to do next. 🎁 WHAT WINNERS GET Along with the prize, every winner gets a 15-minute one-on-one with Jake. Use it to talk through your build, ask questions, or bring whatever else is on your mind. Two comps a month. Feedback on every entry. Direct time with Jake for the winners. Mark your calendar for the 15th and let's get to work!