https://julianamarialop.github.io/en/tags/ai-agents/Recent content in AI Agents on Ahead of the AIHugoen-USTue, 08 Sep 2026 15:55:00 +0000https://julianamarialop.github.io/en/articles/survival-or-creative-build-your-first-ai-agent-on-oracle/Tue, 08 Sep 2026 15:55:00 +0000https://julianamarialop.github.io/en/articles/survival-or-creative-build-your-first-ai-agent-on-oracle/Anyone who has played Minecraft knows the first decision in the game isn’t about where to build. It’s about which mode to play.https://julianamarialop.github.io/en/articles/pawn-rook-queen-how-to-field-the-right-model-for-each-agent/Fri, 21 Aug 2026 14:00:00 +0000https://julianamarialop.github.io/en/articles/pawn-rook-queen-how-to-field-the-right-model-for-each-agent/Every chess player learns a table early on and carries it for life: a pawn is worth 1, knight and bishop are worth 3, a rook is worth 5, the queen is worth 9. 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Miles Morales in one, Gwen Stacy in another, Peter B. Parker in a hoodie in a third, a…https://julianamarialop.github.io/en/articles/what-batmans-protocols-taught-me-about-business-intelligence-in-claude/Mon, 13 Jul 2026 18:20:00 +0000https://julianamarialop.github.io/en/articles/what-batmans-protocols-taught-me-about-business-intelligence-in-claude/In 2000, in the Tower of Babel arc, Ra’s al Ghul took down the entire Justice League without firing a single beam. He stole the Batcave’s secret files: the contingency protocols Batman himself had…https://julianamarialop.github.io/en/articles/rayfin-the-missing-mechanic-to-get-your-car-on-the-podium/Mon, 22 Jun 2026 11:48:00 +0000https://julianamarialop.github.io/en/articles/rayfin-the-missing-mechanic-to-get-your-car-on-the-podium/Imagine you’ve hired the most talented driver in Formula 1. He’s fast, intuitive, and can get the most out of any car. But when he gets to the starting grid, the vehicle you handed him is a prototype with no…https://julianamarialop.github.io/en/articles/brain-behind-the-magic-anthropic-claude-professor-xavier-of-analytics/Mon, 08 Jun 2026 12:03:00 +0000https://julianamarialop.github.io/en/articles/brain-behind-the-magic-anthropic-claude-professor-xavier-of-analytics/If you’ve ever watched the X-Men, you know Professor Xavier’s power isn’t just reading minds. His real power lies in Cerebro, the machine that amplifies his abilities and lets him find the needle in the…https://julianamarialop.github.io/en/articles/microsoft-scout-the-r2-d2-that-will-change-the-way-you-work/Fri, 05 Jun 2026 14:02:00 +0000https://julianamarialop.github.io/en/articles/microsoft-scout-the-r2-d2-that-will-change-the-way-you-work/There’s a scene in Star Wars that perfectly sums up the problem Microsoft Scout was created to solve. Luke Skywalker is in the X-Wing cockpit, focused on the mission, while R2-D2 works quietly…https://julianamarialop.github.io/en/articles/microsoft-build-2026-a-new-hope-for-the-era-of-autonomous-agents/Wed, 03 Jun 2026 11:39:00 +0000https://julianamarialop.github.io/en/articles/microsoft-build-2026-a-new-hope-for-the-era-of-autonomous-agents/In 1977, when the movie theater lights went down and that iconic opening crawl started scrolling across the screen, nobody knew exactly what was about to happen. Star Wars wasn’t just a movie; it was a rupture, a…https://julianamarialop.github.io/en/articles/loki-didnt-ask-for-permission-claude-vs-openai-enterprise-data/Mon, 18 May 2026 22:11:00 +0000https://julianamarialop.github.io/en/articles/loki-didnt-ask-for-permission-claude-vs-openai-enterprise-data/Asgard was built before any other realm. OpenAI raised the castle with GPT-3, GPT-4 and ChatGPT in a sequence no one could keep up with, and the world started using this technology before it even…https://julianamarialop.github.io/en/articles/gambits-cards-how-prompt-caching-can-cut-claude-costs-by-up-to-90/Tue, 05 May 2026 15:02:00 +0000https://julianamarialop.github.io/en/articles/gambits-cards-how-prompt-caching-can-cut-claude-costs-by-up-to-90/Imagine that every time you start a meeting, the assistant reads all the company rules out loud before getting started. Two hundred pages. Every day. In every meeting. Even though everyone already knows what’s written there.https://julianamarialop.github.io/en/articles/beast-didnt-build-cerebro-in-a-day-claude-managed-agents/Mon, 20 Apr 2026 21:51:00 +0000https://julianamarialop.github.io/en/articles/beast-didnt-build-cerebro-in-a-day-claude-managed-agents/When the X-Men go into battle, the world sees Wolverine, Storm, Cyclops. Nobody sees Hank McCoy, the Beast, working on the systems underneath. But he’s the one who designed Cerebro. He’s the one who keeps the Danger Room…https://julianamarialop.github.io/en/articles/art-of-transformation-how-to-write-claude-code-skills/Tue, 14 Apr 2026 12:50:00 +0000https://julianamarialop.github.io/en/articles/art-of-transformation-how-to-write-claude-code-skills/Mystique isn’t the strongest mutant. She doesn’t have Wolverine’s adamantium, Xavier’s telepathy, or Cyclops’s optic blasts. What she has is something rarer: the ability to do the most with the least.https://julianamarialop.github.io/en/articles/wolverine-and-claude-two-warriors-without-memory/Thu, 09 Apr 2026 01:51:00 +0000https://julianamarialop.github.io/en/articles/wolverine-and-claude-two-warriors-without-memory/Have you ever tried to explain to an executive why an AI model doesn’t remember the previous conversation? The answer isn’t in Anthropic’s technical documentation. It’s in the Weapon X Program.https://julianamarialop.github.io/en/articles/ai-universal-badge-understanding-mcp-with-agent-tuco/Wed, 18 Mar 2026 17:12:00 +0000https://julianamarialop.github.io/en/articles/ai-universal-badge-understanding-mcp-with-agent-tuco/Imagine your company hired a super-intern. His given name was “AI Agent for Utility, Corporate and Operational Tasks”, but the team, finding the name a bit… robotic, decided to nickname him…https://julianamarialop.github.io/en/articles/databricks-lakebase-definitive-guide-operational-data-and-ai-agents/Tue, 03 Mar 2026 12:31:00 +0000https://julianamarialop.github.io/en/articles/databricks-lakebase-definitive-guide-operational-data-and-ai-agents/Databricks Lakebase represents a significant evolution in data architecture, specifically in the domain of OLTP (Online Transactional Processing) databases. It isn’t just another database…https://julianamarialop.github.io/en/articles/the-force-awakens-from-data-engineer-to-ai-data-engineer-in-90-days-with-aws/Tue, 24 Feb 2026 11:56:00 +0000https://julianamarialop.github.io/en/articles/the-force-awakens-from-data-engineer-to-ai-data-engineer-in-90-days-with-aws/In the vast Star Wars universe, the Force connects everything, but only the most dedicated Jedi manage to master it to build and wield lightsabers and intelligent holocrons. In our technology universe, the transition…https://julianamarialop.github.io/en/articles/leap-of-faith-data-engineer-to-ai-engineer-in-90-days-microsoft/Fri, 20 Feb 2026 13:40:00 +0000https://julianamarialop.github.io/en/articles/leap-of-faith-data-engineer-to-ai-engineer-in-90-days-microsoft/In the Assassin’s Creed universe, the Leap of Faith is an act of courage, technique and trust. It isn’t a blind jump, but a calculated move that demands knowledge of the terrain and precision to reach a new level. In the…https://julianamarialop.github.io/en/articles/microsoft-foundry-the-film-studio-of-the-new-era-of-ai/Thu, 19 Feb 2026 01:29:00 +0000https://julianamarialop.github.io/en/articles/microsoft-foundry-the-film-studio-of-the-new-era-of-ai/Picture Microsoft Foundry as a big film studio dedicated to producing AI movies. Instead of projectors, cameras, and scripts, it offers tools, models, and infrastructure to turn ideas into…https://julianamarialop.github.io/en/articles/from-etl-to-etl-a-the-rise-of-autonomous-pipelines/Wed, 21 Jan 2026 17:30:00 +0000https://julianamarialop.github.io/en/articles/from-etl-to-etl-a-the-rise-of-autonomous-pipelines/Imagine you need to get from point A to point B. A few decades ago, your only option was a car with a manual transmission, demanding full attention to every gear change and every move in traffic. Over time…https://julianamarialop.github.io/en/articles/the-floor-plan-of-software-demystifying-function-point-analysis/Thu, 08 Jan 2026 21:19:00 +0000https://julianamarialop.github.io/en/articles/the-floor-plan-of-software-demystifying-function-point-analysis/Have you ever tried to explain to a client how much a software project will cost and heard: “But why does it take so long?” or “Why does it cost so much?”. The difficulty lies in translating functionality into size, and size into…https://julianamarialop.github.io/en/articles/ai-data-engineer-the-evolution-of-the-data-engineer-in-the-age-of-intelligent-agents/Wed, 07 Jan 2026 14:21:00 +0000https://julianamarialop.github.io/en/articles/ai-data-engineer-the-evolution-of-the-data-engineer-in-the-age-of-intelligent-agents/The data engineering profession is going through its biggest transformation since the move to the cloud. For years, the focus was on building efficient pipelines, moving data from one point to another and making sure…https://julianamarialop.github.io/en/articles/fabric-iq-the-end-of-the-tower-of-babel-in-enterprise-data/Thu, 27 Nov 2025 14:30:00 +0000https://julianamarialop.github.io/en/articles/fabric-iq-the-end-of-the-tower-of-babel-in-enterprise-data/For years, the data world chased the dream of a “single source of truth”. In practice, however, what many companies built was a real Tower of Babel. Every department, every team, every analyst…https://julianamarialop.github.io/en/articles/microsoft-fabric-at-ignite-2025-the-complete-guide-to-whats-new/Tue, 25 Nov 2025 15:53:00 +0000https://julianamarialop.github.io/en/articles/microsoft-fabric-at-ignite-2025-the-complete-guide-to-whats-new/Microsoft Ignite 2025 wasn’t an event about future promises; it was about concrete deliveries that mark the maturity of Microsoft Fabric. The platform stopped being a collection of promising tools and became…https://julianamarialop.github.io/en/articles/microsoft-agent-framework-becoming-an-ai-pokemon-master/Fri, 03 Oct 2025 18:43:00 +0000https://julianamarialop.github.io/en/articles/microsoft-agent-framework-becoming-an-ai-pokemon-master/Imagine you’re a Pokémon trainer, but instead of catching Pikachus and Charizards, you’re building a team of specialized AI agents. Each agent has its own unique abilities, can learn…https://julianamarialop.github.io/en/articles/microsoft-power-platform-the-easter-egg-of-low-code-technology/Mon, 29 Sep 2025 16:30:00 +0000https://julianamarialop.github.io/en/articles/microsoft-power-platform-the-easter-egg-of-low-code-technology/Remember Super Mario Bros.? That feeling of starting small, slowly uncovering the game’s secrets, and leveling up until you completely master the universe? Digital transformation in companies follows a very…https://julianamarialop.github.io/en/articles/the-digital-orchestra-when-ai-agents-learn-to-play-together/Thu, 24 Jul 2025 19:41:00 +0000https://julianamarialop.github.io/en/articles/the-digital-orchestra-when-ai-agents-learn-to-play-together/Imagine an orchestra where every musician plays alone, without communicating with the others. The violinist plays their melody, the pianist follows their own rhythm, and the drummer keeps a completely different beat…https://julianamarialop.github.io/en/articles/grandma-hr-apple-pie-resume-screening-agent-azure-ai-foundry/Fri, 18 Jul 2025 18:11:00 +0000https://julianamarialop.github.io/en/articles/grandma-hr-apple-pie-resume-screening-agent-azure-ai-foundry/Remember your grandma’s apple pie? That special recipe that took hours to make, but always came out perfect? The modern Human Resources department faces a similar dilemma: how to keep the…https://julianamarialop.github.io/en/articles/the-new-digital-office-how-ai-agents-became-the-most-efficient-employees/Tue, 01 Jul 2025 18:09:00 +0000https://julianamarialop.github.io/en/articles/the-new-digital-office-how-ai-agents-became-the-most-efficient-employees/Imagine an office where the employees never get tired, work 24 hours a day, are always learning and carry out tasks with surgical precision. This scenario, which seemed like science fiction just a few years ago…https://julianamarialop.github.io/en/articles/the-expanding-databricks-universe-new-constellations-of-may-2025/Mon, 19 May 2025 16:58:00 +0000https://julianamarialop.github.io/en/articles/the-expanding-databricks-universe-new-constellations-of-may-2025/The Databricks universe is constantly expanding. Like a living, pulsing galaxy, every month brings new “constellations” of features, integrations, and acquisitions that light the way for data professionals and…https://julianamarialop.github.io/en/articles/when-game-characters-learn-to-talk-microsoft-a2a-wreck-it-ralph/Thu, 08 May 2025 00:37:00 +0000https://julianamarialop.github.io/en/articles/when-game-characters-learn-to-talk-microsoft-a2a-wreck-it-ralph/Imagine a world where every video game character has a mission. Ralph wrecks buildings, Felix fixes everything with his magic hammer, Vanellope races on wild tracks, Sonic is super fast. They all live in their own…