Operations | Monitoring | ITSM | DevOps | Cloud

How we used Sentry's User Feedback widget to shape Logs throughout beta

At Sentry, we build in public and we move fast. But moving fast means we don’t always get everything right on the first try. That’s where feedback comes in: it helps us validate what’s working, spot what’s missing, and catch issues we wouldn’t always see through error tracking alone.

Diskless 2.0: Unified, Zero-Copy Apache Kafka

We’ve added Tiered Storage to Diskless Kafka—using plain old KIP-405 as the read-optimizer, Diskless Kafka materializes fast-to-read segments—unifying Tiered and Diskless into a single path. This leverages production-grade Tiered Storage plugin, removes the need for bespoke components, and simplifies the community discussion. We’ve also upgraded KIP-1150 and KIP-1163 to address the community’s most pressing questions such as transactions and queues support.

DevOps Guide to Monitoring in Serverless Applications

Serverless computing helps teams move faster by removing the need to manage servers. Code runs only when needed, scaling up or down automatically. For DevOps engineers, this means quicker deployments and less infrastructure work. But serverless also brings new challenges. Functions run for short periods, making it hard to track errors, performance, and costs.

Debug, query, and build faster with AI: How we use Grafana Assistant at Grafana Labs

We recently released Grafana Assistant into public preview for Grafana Cloud, and we’ve been excited to see how our customers have already made it part of their daily observability routines. At the same time, Assistant is becoming a go-to companion for developers right here at Grafana Labs, whether they’re debugging on-call issues, helping customers, or trying to remember tricky PromQL syntax.

Breaking Free from SQLite - Why We Added PostgreSQL Support to SigNoz

"Let us support different relational databases apart from SQLite. Nobody likes to run SQLite in production." This was one of the most requested features from our community. Your requests have been heard, and we've added support for different relational databases, starting with PostgreSQL. If you're self-hosting SigNoz, you no longer need to worry about SQLite's limitations. Let's dive into what we've built and why it matters for your production deployments.

Meet Canvas: Your AI-guided Workspace Within Honeycomb

Modern systems are wonderfully capable, but relentlessly complex. Debugging across microservices, frontends, and cloud edges often means switching between five or more tools, trying to stitch together “what changed” and “why it broke.” Honeycomb’s wide events model has proven to be a superpower for taming that complexity, by allowing you to easily observe and query end-to-end traces without worrying about how much granular data you attach to your events.

Automation Tools Driving Efficiency in Accounting Processes

Accounting is a field built on accuracy, timeliness, and systematic processes. Over the years, traditional bookkeeping and accounting methods relied heavily on manual data entry, paper invoices, and spreadsheets. This approach often led to delays, errors, and a significant consumption of staff hours. With the advancement of technology, accounting teams can now leverage automation tools to streamline repetitive tasks, reduce mistakes, and free professionals to focus on higher-level strategic work.

How to Buy Dogecoin (DOGE) with US Dollars (USD)

Dogecoin (DOGE) is one of the TOP leading cryptocurrencies in terms of trading volume and capitalization on the market. This memecoin attracts the audience not only with the support of famous people (like Elon Musk, for example), but also because it is a convenient means for charity projects, rewards, and "tips". Despite the fact that the Dogecoin cryptocurrency is inexpensive (its rate in September 2025 is only 20 cents), future owners of coins strive to purchase them safely and at a favorable rate.