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How software triage is changing with AI agents

"Imagine spending hours manually sifting through error logs, trying to pinpoint the root cause of a critical issue. This is a common challenge in software development." This is a problem that many engineers experience today and this process can be greatly improved an automated using AI agents. These AI agents will require as much context about the issue or problem as possible to be effective and have any opportunity to help improve this process.

How to Remove Someone as a Follower on TikTok Without Blocking

Ever scroll through your TikTok followers and spot a name that feels off? Maybe it's someone you don't trust or simply don't want watching your videos anymore. Good news: You don't have to block them. TikTok actually gives you a way to quietly remove someone from your follower list without them getting a notification.

Firmware vs Software: What's the Real Difference?

Ever been told to update your device's "firmware" and wondered if that's just tech jargon for software? It's not. While the two may sound interchangeable, they operate on entirely different levels of your device, and knowing the difference can save you from frustrating tech issues, security risks, or even bricking your favorite gadget. In a world where everything from your fridge to your car runs on code, understanding what separates firmware from software isn't optional anymore - it's essential.

From Logs to Metrics Part 1: Building an Open-Source Logs-to-Graphite Pipeline

Monitoring doesn't always need to be complex. In this guide, we'll show you how to turn raw logs into usable metrics using a lightweight open-source setup with no ELK stack and no heavy lifting. We'll use Loki, Python, and Telegraf to convert logs into Graphite metrics you can easily monitor or alert on. This is perfect for system admins, DevOps beginners, or anyone curious about building more innovative monitoring pipelines from scratch.

Easy Cross-Platform cgo Builds

When I first started writing Go software a little over a decade ago, one of the features I found particularly intriguing was the ability to build statically-linked binaries for multiple operating systems and architectures without a lot of headache. This build toolchain feature is widely relied upon by nearly all Go developers, especially when needing to build multi-arch container images destined to be run in a Kubernetes cluster consisting of amd64 and/or arm64 nodes.

AI SOC, Explained: How AI-Powered SOCs Transform SecOps

Security Operations Centers (SOCs) are the command center of an organization’s frontline cybersecurity defenses — responsible for monitoring threats, prioritizing alerts, and orchestrating remediation. However, today’s SOCs are facing an existential crisis: an overwhelming volume of increasingly complex and sophisticated threats combined with a shortage of skilled analysts.

Agentic AI in DevOps: Why Aiden Beats ChatGPT for DevOps Cost Analysis

One of the most common questions we receive is about the difference between Aiden (our DevOps Copilot) and general-purpose AI tools like ChatGPT. The key distinction is that Aiden is an agentic AI platform that can directly connect to your DevOps tools and environments, while ChatGPT remains generic without real-world connections. This fundamental difference transforms Aiden from an advisor to an active participant in your DevOps workflows.

Coredump #007: AI, Open Source, & the Future of Embedded Development

In today's Coredump Session, we dive into a wide-ranging conversation about the intersection of AI, open source, and embedded systems with the teams from Memfault and Goliath. From the evolution of AI at the edge to the emerging role of large language models (LLMs) in firmware development, the panel explores where innovation is happening today — and where expectations still outpace reality. Listen in as they untangle the practical, the possible, and the hype shaping the future of IoT devices.