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Komodor

Multi-Agent AI SRE Has Landed and Its Built for Your Most Complex Stacks

Mar 24, 2026 By Itiel Shwartz In Komodor
Once upon a time, a monolith running on a handful of servers meant that incident management, even at 2:17 AM, was something a single generalist could handle. One person with enough context across the stack could reasonably diagnose whether the database was choking, a config had changed, or a server was running hot. They’d fix it and go back to sleep.
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AI, Anxiety & 400 Open Windows: GEOFF WRIGHT RETURNS

Mar 24, 2026 By Nexthink In Nexthink
Geoff Wright returns to unpack the messy reality of work in the AI era. From having 400 windows open and feeling less productive, to explaining why AI should fuel curiosity rather than replace human judgment, Geoff brings his usual mix of optimism, humor, and hard-earned perspective. The conversation explores prompt engineering, digital overwhelm, enterprise adoption, and why “being human first” matters more than ever. It is a wide-ranging, thoughtful discussion on anxiety, complexity, and the promise of AI, with a surprisingly funny detour into why the robots might eventually just leave Earth for Pluto.
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Memfault

Connecting Matter-over-Thread Devices to the Internet

Mar 24, 2026 By François Baldassari In Memfault
While it has taken longer than some people expected, Matter is finally going mainstream. Brands including Ikea, Kwikset, and Bosch have shipped matter devices, and matter hubs can increasingly be found in people’s homes. Many dev kits out there are matter compatible, and if you want to build a simple application you can find good example code and get started quickly. This is fine if your use case fits neatly within existing Matter clusters, but direct internet communication is not straightforward.
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lightrun

How a Runtime Aware AI SRE Agent Transforms System Reliability

Mar 24, 2026 By Lightrun Team In Lightrun
A runtime aware AI SRE extends existing AI SRE approaches by moving beyond telemetry correlation into runtime-validated reliability. While the majority of AI SRE tools accelerate incident triage using logs, metrics, and traces, they cannot confirm execution behavior if critical runtime signals were never captured. By generating on-demand evidence inside running services, AI SRES can eliminate slow redeploy cycles, ensuring your distributed systems remain resilient under real-world traffic conditions.
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pagerduty

Meet Your Virtual Responder: PagerDuty's SRE Agent for AI-Driven Reliability

Mar 24, 2026 By Ariel Russo In PagerDuty
Modern SRE teams face an overwhelming challenge: too many signals, too little time. Incidents are faster, systems are more complex, and reliability targets only get stricter. What if you had a teammate who could jump in instantly—context-aware, tireless, and armed with your runbooks, metrics, and alert data? Introducing PagerDuty’s SRE Agent, the next evolution in AI-driven operations.
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AI in DevOps: How MCP and Puppet Are Changing Infrastructure Automation

Mar 24, 2026 By Perforce Puppet In Puppet
AI adoption in DevOps is accelerating, but trust, accuracy, and real-world usability still matter. In this conversation, Jason St-Cyr sits down with Jessica Gao, Product Manager at Puppet, to unpack how AI is actually being used in infrastructure and operations teams today, and what’s changed over the last 12–18 months. They dive into why enterprises are moving past generic code generation tools and toward domain-specific, MCP-powered AI that integrates directly into existing workflows.
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Nano Banana 2 API in Production: Real Use Cases and Why APIPASS Makes It Accessible

Nano Banana 2 API in Production: Real Use Cases and Why APIPASS Makes It Accessible

Mar 24, 2026 By OpsMatters In OpsMatters
That first question is not which of the models in Google's Nano Banana model family looks better on a benchmark, but instead, which should you actually ship with? Nano Banana Pro has always had the luxury edge: higher reasoning, maximal photorealism, studio-grade fidelity. Nano Banana 2, based on Gemini 3.1 Flash Image, came with an entirely different promise - the Pro-world knowledge and output quality to Flash-speed infrastructure at penny-pinch levels of pricing.
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Professional Game Art Outsourcing Services for Modern Game Development

Professional Game Art Outsourcing Services for Modern Game Development

Mar 24, 2026 By OpsMatters In OpsMatters
Game development has become increasingly complex over the past decade. Modern titles require detailed characters, immersive environments, polished UI elements, and visually consistent worlds that meet the expectations of players across multiple platforms. Because of this growing demand for high-quality visuals, many developers rely on outsourcing game art to support their production pipelines.
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What Your Engineering Team Means When They Say "We Need a Better Solana API"

What Your Engineering Team Means When They Say "We Need a Better Solana API"

Mar 24, 2026 By OpsMatters In OpsMatters
If your engineering lead has asked for a budget to upgrade your Solana infrastructure, you've probably heard about APIs, RPC nodes, latency, and landing rates. And if you are like most non-technical executives, you nodded, approved a line item, and moved on. This post is the translation layer. A Solana API is the single connection between your product and the blockchain it runs on. When that connection is slow, unreliable, or undersized, your users feel it before your dashboards show it.
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How Smart Storage Options Support Growing Business Operations

How Smart Storage Options Support Growing Business Operations

Mar 24, 2026 By OpsMatters In OpsMatters
Running a business can be a lot harder than many people realize, and there are so many things that must be handled carefully in order to find success. Many business owners face plenty of obstacles, and one of those can be space. The good news is that a wide range of solutions can be found for every problem, and storage is one of them. Growing business operations often demand more space, and in this list, we'll show you how smart storage options support growing business operations and how you can use that benefit in your work.
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