"Agent = Model Harness" is the formulation everyone's quoting in 2026. There's a detail in it most people miss. It's a one-user formula. One model, one harness, one agent. One process, one user at the keyboard, one session's worth of state. Claude Code is a harness. Cursor is a harness. Both are built to serve exactly one human at a time. The moment you need to serve a thousand users concurrently, you're not building a bigger harness. You're building something underneath it. One model call becomes a model strategy. One Python list becomes durable cross-device memory. One bash command becomes governed tool use. One permission prompt becomes policy. One log line becomes the ability to evaluate every session that ran last week. That layer is the platform. It's a different engineering object than the harness on top of it. In the full piece on @towards_AI I build a working harness from scratch in 20 lines of Python, then walk through why scaling it to real users needs a platform underneath: medium.com/towards-artificia… #AIEngineering #LLMs #AIAgents #MLPlatform

⚙️ Oreflow helps turn machine learning experiments into production-ready systems. #Oredata #Oreflow #MLOps #MachineLearning #Kubernetes #MLPlatform #DataScience #AIInfrastructure #EnterpriseAI #CloudAI #AIOperations #ModelOps #MLLifecycle

Unlock the Power of #MachineLearning in #Corporate Spreadsheets! blog.bigml.com/2024/06/04/ma… Discover how the #BigML #AddOn for #GoogleSheets integrates seamlessly with BigML #Organizations to make #ML accessible across corporate networks. #CorporateML #MLSolutions #MLplatform

Prediction Explanation: Adding #Transparency to #MachineLearning. Learn what it means for a #prediction to be explainable, why this is important, and see a #UseCase in which prediction explanation plays a key role. blog.bigml.com/2018/05/01/pr… #BigML #WhiteBox #MLPlatform #NoCode

We often run little experiments at @zenml_io and a recent one is that we built an ambient agent that connects to your ZenML server (read-only), quietly monitors what's going on, and surfaces what matters. Right now it sends you a morning health report via email — pipeline failures with root cause analysis, schedule health, infrastructure status. There's a team-lead mode too that covers who's doing what, model progress, and blockers. But the bigger idea is that it just runs in the background. Daily summaries, weekly digests with different emphasis, and eventually proactive alerts — like if a scheduled pipeline starts failing repeatedly, or the metrics for an auto-retrained model's metrics are trending downward. Stuff you'd probably catch eventually, but maybe not quickly enough if you're juggling 30 other things. We're calling it Vigil. Still early and running it internally. I keep thinking about staff engineers managing ML platforms who barely have time for the work they already have. Would something like this actually save you time? And is email the right place for it, or would you rather get this in Slack or somewhere else? #MLOps #ZenML #MLPlatform #AIAgents

📢 BREAKING: naoo AG launcht KI-Plattform „ModelKnife“ – und setzt damit einen völlig neuen Standard im europäischen Social-Media-Markt! 🚀 Eine eigene ML-Plattform, ein verstärktes AI-Engineering-Team und eine klare Vision: Hyperlokale Social Media neu definieren – schneller, präziser, skalierbarer. Wer die Zukunft von KI-Personalisierung, Creator-Economy & Digital Commerce verstehen will, kommt an naoo jetzt nicht mehr vorbei. 🔥 👉 Voller Artikel: aktiencheck.de/exklusiv/Arti… #naoo #ModelKnife #KI #AI #SocialMedia #MachineLearning #TechInnovation #Hyperlocal #CreatorEconomy #DACH #Startups #Scaleup #DigitalCommerce #AIRevolution #TechNews #MLPlatform #AIEngineering #Switzerland #EuropeTech #AppEconomy #FutureOfSocial #AIProduct #Disruption #Innovation #NextGenAI #DataScience #LocalCommerce #PlatformEconomy #GrowthTech #AIinBusiness

Unlock the Power of #MachineLearning in #Corporate Spreadsheets! blog.bigml.com/2024/06/04/ma… Discover how the #BigML #AddOn for #GoogleSheets integrates seamlessly with BigML #Organizations to make #ML accessible across corporate networks. #CorporateML #MLSolutions #MLplatform

Bring the power of #MachineLearning to the #InternetofThings with the BigML Node-RED Integration! bigml.com/tools/bigml-node-r… Easily integrate the #BigML platform into #NodeRED & make your #IoT devices learn from their environment #Bindings #MLworkflows #MLapps #MLplatform #NoCode

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Zunoid Logo — AI Platform Built for Speed and Precision 🚀 The logo’s bold “Z” uses sharp geometric shapes to represent precision and adaptability—the core of Zunoid's tech. No fluff, just impact. #AI #MachineLearning #MLPlatform #TechStartup #DataScience

The development workflow is the same as 20 years ago. Your expensive GPUs stay idle, and complex workflows for more compute. Learn why this happens and how to fix that: velda.io/blog/why-stuck-inef… #cloudcomputing #mlworkflow #gpu #cloudcost #mlplatform #ai #mlinfra #costsaving #ai

New to #WhizzML? No worries! Check out this complete set of learning resources and start automating your #MLworkflows today! bigml.com/releases/spring-20… #MachineLearning #Automation #MLPlatform #MLAdoption #Data #AutoML

Remember these ways to do #FeatureEngineering, perform #SQL-style queries, and how to work with our #Flatline editor. These #DataTransformations will be very useful to prepare your data for your #MLprojects! bigml.com/releases/summer-20… #MachineLearning #BigML #MLplatform

One-Click #ImageProcessing: Easier than ever! bigml.com/releases/image-pro… Create your #PredictiveApps with many types of #data, including #ImageData, and using both #Supervised and #UnsupervisedModels: All in a single #MLplatform! #MachineLearning #MLplatform #NoCode #BigML

Democratizing #ObjectDetection: Easily Locating Items with just a Few Clicks! bigml.com/releases/object-de… Find objects & annotate #regions in your #ImageData, train & evaluate #MLmodels, make #predictions, #automate end-to-end #MLworkflows. All in a single #MLplatform with #NoCode!

Unlock the Power of #MachineLearning in #Corporate Spreadsheets! blog.bigml.com/2024/06/04/ma… Discover how the #BigML #AddOn for #GoogleSheets integrates seamlessly with BigML #Organizations to make #ML accessible across corporate networks. #CorporateML #MLSolutions #MLplatform

Zunoid — AI Platform Built for Speed and Precision 🚀 The logo’s bold “Z” uses sharp geometric shapes to represent precision and adaptability—the core of zunoid's tech. No fluff, just impact. #AI #MachineLearning #MLPlatform #TechStartup #DataScience

Thank you for choosing #BigML in your #classroom! . @TABAKOVIC, @unifr & @bfh_hesb 🇨🇭 . Helen Burn, @HighlineTBirds 🇺🇸 . @data_lytics, @eoi & @UEuropea 🇪🇸 . Leif Sundberg, @umeauniversity 🇸🇪 blog.bigml.com/2025/07/17/em… #MachineLearning #MLeducation #MLplatform #QualityEducation

Fraction AI makes AI accessible, scalable, and manageable. Whether you're a data scientist, engineer, or product leader, we give you the tools to build powerful models and turn them into real business value. @FractionAI_xyz #AITransformation #TechForGood #MLPlatform

🌍 Join 222,000 customers using #BigML, the #MachineLearning platform for everyone: From beginners to professionals! 🚀 Explore how teams worldwide are using BigML: bigml.com/customers/ #AI #ML #MLplatform #DataScience #NoCode #Developers #MLadoption