Operations | Monitoring | ITSM | DevOps | Cloud

Boost Developer Experience with LLMs!

Your laptop is powerful enough to run your own LLM. Here's why that matters While centralized AI tools help teams, they miss something critical: your personal knowledge. Meeting notes, tips, tricks, and context only you have. Kyle Fransham shows how running a local LLM changes the game. Index your own "master document of knowledge" and query it right in your dev environment. No cloud needed. The tools are accessible. The setup is simple. And the impact? Game-changing for how you work.

#observability needs more than tools. It needs the right data.

Good observability starts with good data. In this clip, we hear how Cribl gives teams real control over their data pipelines so they can collect, enrich, and route telemetry from any source to the right destination. It is not just about more dashboards or another platform. It is about building an observability ecosystem that connects IT, security, and the business through cleaner data and smarter AIOps. Tool rationalization and AI driven pipelines are not future goals. They are happening right now.

Bitbucket Pipelines Advanced Configuration Options | Bitbucket Blitz | Atlassian

Unlock the full potential of your Bitbucket Pipelines! In this video, I introduce four advanced configuration options you can add to your bitbucket-pipelines.yml file to boost performance and cut costs: Try adding a larger Size parameter to your slowest steps, or set up retry conditions for flaky tests to get started.

Azure Monitor offers Grafana dashboards natively for immediate, real-time operational monitoring

Editor’s note: This blog originally published in May 2025 when Azure Monitor dashboards with Grafana became available in public preview. It was updated in November 2025 to reflect general availability. The Grafanaverse just got a little bit bigger.

How to pair Grafana Drilldown with Loki for faster logging insights

Our logs can tell us so much about the state of our systems, but they can also be a bit overwhelming. Yes, Grafana Loki—and, by extension, Grafana Cloud Logs, which is powered by Loki—reimagined the way log aggregation systems could meet modern engineering demands, but logs, by their very nature, are still voluminous.

Harness Database DevOps Adds Flyway Support

Harness Database DevOps has added Flyway support alongside Liquibase, offering teams a choice between structured changelogs and SQL-first migration scripts. This multi-engine approach ensures developers can use their preferred tool while benefiting from centralized governance, automated safety features, and a unified pipeline for all database changes. The goal is to make database delivery safer, more automated, and flexible across the enterprise.

Introducing Native Flyway Support for Harness Database DevOps

Harness Database DevOps has added Flyway support alongside Liquibase, offering teams a choice between structured changelogs and SQL-first migration scripts. This multi-engine approach ensures developers can use their preferred tool while benefiting from centralized governance, automated safety features, and a unified pipeline for all database changes. The goal is to make database delivery safer, more automated, and flexible across the enterprise.

Elasticsearch: The context engine for grounding and orchestration in Microsoft Azure AI Foundry Agent Service

The rise of large language models (LLMs) and agentic applications promises to transform enterprise workflows. Yet, the core challenge remains: How do we ensure these powerful agents generate accurate, relevant, and trustworthy responses based on proprietary enterprise data rather than relying solely on their generic training knowledge? The answer lies in grounding — connecting the LLM to verified, trusted, and up-to-date information.