Artificial intelligence

9 stories

Stories

What is AI ops? Why LLM and agent systems require a different approach
Last Updated on September 25, 2026 Most engineers approaching their first production LLM system bring a mental model that works well for software: test your inputs and outputs with assertions, check your code into git, roll back if something breaks, and rely on system prompts or configuration files…
Sebastian Thrun’s Introduction To Machine Learning BlogSep 25, 20269 min read
AI systems don’t behave like traditional software. Here’s what that means for security engineers.
Last Updated on September 14, 2026 With insights from Dr. Josh Kalin, Director of AI at Integration Innovation, Inc. and AI Security Engineer Nanodegree instructor, and Kevin Carter, Security and Cloud Leader and AI Security Engineer Nanodegree instructor.
Sebastian Thrun’s Introduction To Machine Learning BlogSep 15, 20269 min read
What it’s actually like to earn a master’s in AI online
Last Updated on August 20, 2026 What does earning a master’s in AI online actually do for your career? Three Udacity graduates recently shared their experience in the Master’s of Science in Artificial Intelligence degree program.
Sebastian Thrun’s Introduction To Machine Learning BlogAug 20, 20269 min read
What is the Claude Agent SDK, and why are engineers building their own harnesses?
Last Updated on July 13, 2026 Every time you use Claude, through the browser, through Claude Code, through any Claude-powered product, you are using a harness. You just did not build it.
Sebastian Thrun’s Introduction To Machine Learning BlogJul 10, 20266 min read
Claude Code Best Practices: How I actually use Claude Code as a senior cloud architect
Last Updated on July 10, 2026 I have been working in cloud architecture for over twelve years. In the last two, Claude Code has become one of the most important tools in how I work — not as a convenience, but as something that has genuinely changed what I can accomplish and how fast. I […]
Sebastian Thrun’s Introduction To Machine Learning BlogJul 10, 20267 min read
The Claude Certified Architect Exam, Explained by Someone Who Passed It
Last Updated on July 2, 2026 Every question on the Claude Certified Architect exam is a system design scenario: here’s the situation, here are a few ways to handle it, which do you reach for? I knew that going in; the format wasn’t a surprise. What got me was how fine the distinctions are. More […]
Sebastian Thrun’s Introduction To Machine Learning BlogJul 2, 202611 min read
Prompt chaining explained: how to build reasoning pipelines in Python
Last Updated on June 12, 2026 Imagine asking a friend who has never baked anything to produce a multi-layered cake. No recipe. No step-by-step instructions. Just: “Make me a three-tier cake with buttercream frosting and a fruit filling.” The result would be unpredictable at best.
Sebastian Thrun’s Introduction To Machine Learning BlogJun 12, 202619 min read
LangChain agents tutorial: build a multi-step workflow in Python
Last Updated on June 12, 2026 A chatbot that answers questions from a knowledge base sounds impressive in a demo. Then someone asks it a question that requires checking two sources, comparing the results, and deciding whether to follow up.
Sebastian Thrun’s Introduction To Machine Learning BlogJun 12, 202621 min read
Agentic AI architecture: how to design multi-agent systems that actually work
Last Updated on June 12, 2026 Picture a support operations pipeline built to handle billing inquiries. A customer writes in with a request that combines a billing dispute, a policy exception they read about on a forum, and an account that is missing three months of usage data because of a migration…
Sebastian Thrun’s Introduction To Machine Learning BlogJun 12, 202620 min read