📰 Medium · Machine Learning

Discover why LLM agent memory requires a governed lifecycle, not bigger context windows or vector DBs. Learn architectures and metrics Continue reading on Mediu

Verification patterns for agentic engineering, and the Azure and GitHub services that implement each one. Continue reading on CodeX »

As AI agents become more complex, simply repeating the same process will no longer be enough to automate tasks. Continue reading on Medium »

No one told them to. They did it on their own, and it took Hugging Face five days to even connect the dots. Continue reading on Medium »

If your AI agent throws an error, you’ll know. Your logs will scream, your alerts will fire, someone will get paged. But what happens when… Continue reading on

We’ve been told that the future of AI is multi-agent systems. But what if adding more agents actually makes your AI worse? Continue reading on Next-Gen Cloud Jo

A client, edge, and cloud architecture guide for agentic workloads, with the runtime stack and the numbers behind each placement. Continue reading on Towards AI

It was 2 AM on a Tuesday and I was watching my terminal scroll error messages so fast they blurred into a gray static. Continue reading on Medium »

From answering questions to actually finishing tasks — the shift nobody saw coming this fast Continue reading on Medium »

Artificial intelligence is transforming the way businesses operate, from automating repetitive tasks to delivering personalized customer… Continue reading on Me

烙 Modern AI agents are no longer simple chat interfaces, they are complex, orchestrated systems capable of reasoning, planning, and… Continue reading on Medium

Learn how Python applications connect to modern AI models using APIs. Explore Generative AI, Large Language Models, API… Continue reading on Medium »

Artificial intelligence is breaking free from computer screens and stepping into the physical world. Continue reading on Medium »

How artificial intelligence changed the way I work, learn, and solve problems Continue reading on Medium »

A technical breakdown of the database-as-a-log engine and the SDK that ships app backends straight to Microsoft Fabric. Continue reading on ITNEXT »

Imagine an AI agent automating the stock replenishment process for a medium-sized distributor. This agent is deployed in a batch ETL… Continue reading on Medium

The history of computing is a history of constraints accepted as permanent. Quadratic scaling, the mathematical property that causes AI… Continue reading on Med

Part 9 of 11 — Building a Production AI Portfolio Copilot Continue reading on Medium »

To test the true limits of AI agents, I grabbed a notoriously messy “Retail Store Sales” dataset from Kaggle. It was riddled with hidden… Continue reading on Me

As AI agents become more capable, businesses need more than intelligent automation. They also need visibility into how those agents make… Continue reading on Me

A banking engineer’s practical guide to Agentic AI, Retrieval-Augmented Generation (RAG), intelligent routing, self-reflection, and… Continue reading on Medium

A deep dive into token context truncation, summary buffers, and how to preserve conversational memory without blowing up latency or costs Continue reading on Me

If you’ve used ChatGPT or Claude, you know how it works: you ask a question, you get an answer, and that’s the end of it. Continue reading on Towards Dev »

If we are being completely honest, most people outside of core machine learning teams treat Precision and Recall like that one chapter in… Continue reading on M