Agentic

is Nikolay Nikitin, PhD. I'm the Research Lead on the AI Institute of ITMO University and an open-source enthusiast. I often see a lot of my colleagues failing to seek out the time...

that reads your metrics, detects anomalies, applies predefined tuning rules, restarts jobs when essential, and logs every decision—without you watching loss curves at 2 a.m. In this text, I’ll provide a light-weight agent designed...

a reliable, low-latency, cost-efficient RAG system on a SQL table that stores large documents in long-text fields — without changing the prevailing schema? This just isn't a theoretical problem. In most enterprises, critical business knowledge...

3. Permissions by design: Bind tools to tasks, to not models A standard anti-pattern is to offer the model a long-lived credential and hope prompts keep it polite. SAIF and NIST argue...

has turn out to be the one only approach for me to resolve problems. Most problems I encounter at work might be solved effectively by utilizing agents. That is in contrast to manually...

Good morning, { AI enthusiasts }. 2025 saw recent AI browsers popping up left and right… But users didn’t seem too desirous to make the switch. Google is betting they will not need to,...

LLMs are incredibly useful tools, especially for programmers. I literally use LLMs each day, and may’t imagine a world without them. Nonetheless, there are a number of particular techniques you may utilize to realize...

Models: The underlying AI systems that interpret prompts, generate responses, and make predictions Tools: The mixing layer that connects AI to enterprise systems, equivalent to APIs, protocols, and connectors ...