Stop Defaulting to Rolling Updates: 6 Kubernetes Deployment Strategies Explained
Author(s): Aditya Jha Originally published on Towards AI. Deploying software isn’t just about pushing new code; it’s about how safely and deliberately you roll it out. Deploying new software is easy. Deploying it safely is an art. Kubernetes gives you powerful primitives, …
Big Tech Is Burning $655 Billion to Build AI on a Power Grid From the 1950s. Musk Says Put It in Space.
Author(s): Zoom In AI Originally published on Towards AI. Your electric bill is helping bankroll Bezos’s compute buildout. Elon wants to move the whole thing into orbit. Neither plan is proven yet. That is the terrifying part. By Zoom In AI | …
Building Resilient AI Architectures with FastAPI
Author(s): CapeStart Originally published on Towards AI. Introduction As AI-powered applications transition from experimental prototypes to mission-critical production services, resilience, scalability, and fault tolerance become paramount. Modern AI systems, particularly those leveraging large language models (LLMs) like Azure OpenAI, should handle network …
AI’s Cold War: The Infrastructure Race from Greenland to Orbit
Author(s): Eray Alguzey Originally published on Towards AI. The Hidden Energy Bill of Artificial Intelligence In a hyperscale data center in rural Virginia, forty cents of every dollar spent goes to a single task: keeping the machines from melting. This isn’t a …
Agentic AI in the Cloud: Comparing AWS, Azure, and GCP for Production-Ready Agent Systems
Author(s): Kyle knudson Originally published on Towards AI. Agentic AI in the Cloud: Comparing AWS, Azure, and GCP for Production-Ready Agent Systems Agentic AI is moving from flashy demos to real production workloads: support bots that triage incidents, “copilot” tools for data …
The Builder’s Notes: How We Built Self-Healing AI Infrastructure (Without Burning $2M)
Author(s): Piyoosh Rai Originally published on Towards AI. Our DevOps admin woke up to 47 Slack alerts. By the time she opened her laptop, the system had already fixed itself. Here’s the architecture that makes 3 AM pages disappear. Traditional monitoring alerts …
Building a Multi AI Agents application using the Amazon Gen AI Dream Team (Bedrock, Strands, AgentCore, and Q Developer)
Author(s): Luis Parraguez Originally published on Towards AI. In my last article: Boost productivity and achieve greater success with an entire team of AI agents at your service! (Part 2) | by Luis Parraguez | AWS Tip, I started my journey building …
Master AI Agents 10x Faster by Fixing This One Neglected Skill: Memory
Author(s): Khushbu Shah Originally published on Towards AI. The Harsh Truth: Without Memory, Your AI Projects Will Never Scale Everyone loves talking about agentic AI frameworks, orchestration layers, and the latest LLM benchmarks. They make great demos, they look impressive on a …
AWS Lambda: Serverless Application Is Like Cooking Pasta With a Magic Machine!!!
Author(s): Henry Originally published on Towards AI. How AWS Lambda Powers AI & Data Engineering AWS Lambda is a serverless compute service that runs your code, so you do not need to spend extra effort to maintain the server. It is like …
Inside the MCP Revolution: How AI Systems Are Learning to Speak the Same Language
Author(s): Harshit Kandoi Originally published on Towards AI. Photo by Gerard Siderius on Unsplash Imagine a network of AI systems consisting of virtual assistants, recommendation engines, and robotic agents, all working on their own. But not “in sync”. Each time you interact …
The 5 Best Cloud Platforms for Hosting AI Applications
Author(s): Aleti Adarsh Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Have you ever felt like you’re drowning in a sea of cloud providers, each promising to be the best solution for your …
When Scripts Aren’t Enough: Building Sustainable Enterprise Data Quality
Author(s): Richie Bachala Originally published on Towards AI. Beyond Scale: Data Quality for AI Infrastructure The trajectory of AI over the past decade has been driven largely by the scale of data available for training and the ability to process it with …
Unlock the Power of Your AWS Security: A Comprehensive Guide to Protecting Your Cloud Investments
Author(s): Rudraksh Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Alex Kulikov on Unsplash As businesses continue to migrate their workloads to the cloud, the importance of cloud security cannot beoverstated. …
How to Deploy ML Models in Production (Flawlessly)
Author(s): Richard Warepam Originally published on Towards AI. 4 Things to Keep in Mind Before Deploying Your ML Models This member-only story is on us. Upgrade to access all of Medium. Source: Image By Author As a Cloud Engineer, I’ve recently collaborated …
Breaking Free from Cloud AI: How Local Models Are Saving Developers $50,000+ Per Year While Supercharging Innovation
Author(s): Tim Urista | Senior Cloud Engineer Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. created by canva to illustrate the differences and cost savings for local development In 2024, a small startup …
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