The Problem LakeOps SolvesData teams focused on cloud-based analytics solutions often experience operational bottlenecks. Engineers spend countless hours writing SQL joins across system logs monitoring and reporting pipeline failures, while engineeri...
**Why a Databricks App agent can hand a user rows they are not allowed to see, and the one setting that decides it.** Most writing about agent security is about what the agent can reach — which tables, which tools, which endpoints. The setting that d...
1. Executive Summary & Problem Statement:-Financial institutions face severe operational bottlenecks when detecting coordinated money mule rings and rapid-drain fraud schemes. Fraud syndicates exploit real-time payment rails (such as UPI and IMPS) by...
Gridiron Genie: an NFL matchup room powered by Databricks Genie AgentTrack B (Creative Thinking) entry for the Genie-Powered App Challenge, built and deployed on Databricks Free Edition. The Week 1 slate: pick a matchup room.The premiseYou're an NFL...
This looks great! Great architecture stack with some up-and-coming new AI features from Databricks. I appreciated how you called out investing first in the data layer and enforcing standards there as the foundation. Very cool!
Rack Radar: Scan before you lift Every gym has the same unsolved problem, and it has nothing to do with fitness. You arrive at seven, walk to the bench press, and there are three people on it. So you wander, wait, or train something you didn't plan t...
Databricks Solutions Architect Genie Agent: Governed AI Design ReviewsDatabricks Solutions Architect Genie Agent turns a new design requirement or a business change request into a governed, evidence-backed architecture design. The Genie Agent reasons...
Bushfire Exposure Across Victoria's Powerline NetworkDatabricks Community Genie-Powered App Challenge · Track A, Real-World Problem SolverPowerlines start bushfires, and bushfires destroy powerlines. Victoria regulates the first half of that with ele...
Background: The UK Pensions Dashboards Programme (PDP)The Pensions Dashboards Programme (PDP) is a government-backed digital initiative established under the UK Pension Schemes Act 2021. Its goal is to allow citizens to securely view all of their lif...
When does one AI agent stop being enough?Many enterprise AI applications begin with a simple architecture:User → LLM → AnswerAs applications become more capable, the pattern usually evolves into: User → Agent → Tools → AnswerNow the agent can decide ...
Databricks Community Genie-Powered App Challenge · Track B, Creative ThinkingA dump of the customer database has appeared on a public forum. Four hundred people work at this company and any of them could have taken it. The access logs know what happe...
Píldoras Databricks | Conceptos Clave en menos de 15 min Aquí os dejo PÍLDORAS DATABRICKS, la serie en mi canal de YouTube donde me lo paso en grande explicando los conceptos clave de Databricks en pequeñas dosis y en menos de 15 minutos.Vídeos dire...
Lakeflow Designer went generally available recently, and I spent some time building the same class of pipeline five different ways to see where each approach actually fits. Sharing the high-level findings here; the full walkthrough with screenshots i...
Why I Built ThisAfter nearly 15 years working in enterprise supply chain and data engineering — most recently as a Staff Engineer at a large national grocery retailer — I have seen firsthand how retail organizations struggle with one persistent probl...
Really solid project—especially the focus on turning ML forecasts into practical order recommendations. The data quality and decision-engine approach makes it genuinely useful.
Databricks Community Genie-Powered App Challenge. Track B: Creative Thinking.Most Genie apps answer questions. This one refuses to. You bring it a claim — "boys are better at maths", "China is the world's biggest polluter" — and Genie writes the SQL ...
The question no dashboard answers“Why was production reduced yesterday?”— every plant head, every morningFour systems hold the answer and none of them are speaking. This is how we built a factory-floor intelligence app where every single insight — in...
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