Operations | Monitoring | ITSM | DevOps | Cloud

Context Management for Agentic RAG | Johan Jern, Co-founder & CTO at Realm

Some queries are hard to solve with "basic" RAG. When questions require multi-step reasoning, full-document understanding (not just chunks), or aggregating many results that match specific criteria, simple retrieve-and-generate pipelines break down, we need agentic RAG. But this added capability comes at a cost: as agents plan, search, read, and iterate, they quickly use up a lot of context, which both degrades answer quality and increases costs and latency.

Why Your Data Catalog is Your AI's Brain | Stan Dmitriev, AI Product Director at Aiven

Data catalogs are no longer just for compliance - they are the essential context layer for AI. While LLMs are powerful, they fail without the "tribal knowledge" found in metadata. This session explores how to transform your catalog from a static repository into an active nervous system for AI agents.

Rovo Dev Code Review in Bitbucket and GitHub | Bitbucket Blitz | Atlassian

The demo portion of a recent webinar I did shows how to setup, configure, and use Rovo Dev code review in both Bitbucket and GitHub. Learn how to add custom coding standards to your repositories and see Rovo Dev check for the specific things you care about during code reviews. Learn how to add acceptance criteria to your Jira work items and see Rovo Dev verify them during code reviews.

How to Generate a New Puppet Module with VS Code and GitHub Copilot

Revolutionize your infrastructure by leveraging AI tooling in the Puppet ecosystem. In this technical demonstration, we explore how to significantly reduce the time required to create new Puppet modules using Visual Studio Code, GitHub Copilot, and the Puppet Model Context Protocol (MCP) server.

Designing IT for Reliability, Regulation, and Scale: ITOps in MEA

In this first episode of the FSO Spotlight Roundtable Series, we focus on the Middle East and Africa (MEA)—a region where enterprise IT maturity is shaped as much by government-led digital agendas as by organizational priorities. This discussion features regional IT solution experts from across MEA, who share ground-level perspectives on how enterprises are navigating observability, infrastructure design, vendor choices, and operational maturity amid uneven infrastructure readiness and evolving regulatory practices.