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How CircleCI implemented llms.txt for better AI discoverability

May 18, 2025 By Ron Powell In CircleCI
At CircleCI, we’re committed to making our platform work seamlessly with the AI-powered tools that developers increasingly rely on. Our journey into AI integration is focused on creating a robust Model Context Protocol (MCP) server that allows AI assistants to access and understand CircleCI data in real-time. This enables developers to debug build failures, analyze test results, find and fix flaky tests, and improve pipelines using natural language within their favorite AI tools.
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How to Use Outsourcing to Scale Your Business

How to Use Outsourcing to Scale Your Business

May 18, 2025 By OpsMatters In OpsMatters
We've got a business that's steadily growing. It can make you feel like a superhero. You are CEO by day, customer service by night, marketer in the morning and occasional accountant when the invoice is rolling. It's exciting to be the person spinning so many plates that a business is starting to bloom and grow. But it's exhausting. And this is where outsourcing swoops in with a cape, the Robin to your Batman ready to save the day.
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How to Document R&D Expenses to Support Tax Credit Claims

How to Document R&D Expenses to Support Tax Credit Claims

May 18, 2025 By OpsMatters In OpsMatters
It is vital for businesses to invest in research and development to create new products and keep ahead of competitors. The money spent on these activities can be extensive, but SRED helps businesses offset some of the costs. To fully benefit from tax deductions, companies should organize and document their research and development costs. If you keep proper records, you not only increase your chances of receiving tax credits, but you also make sure you stick to the tax rules.
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Marathon 41mm GSAR Type II Diver's Automatic: Built for Depth, Refined for Everyday

Marathon 41mm GSAR Type II Diver's Automatic: Built for Depth, Refined for Everyday

May 18, 2025 By OpsMatters In OpsMatters
In an era where watches are often reduced to fashion statements or lifestyle accessories, a few timepieces still embody the philosophy of purpose-first design. One such watch is the Marathon 41mm GSAR Type II Diver's Automatic - a tool built not only to survive but to excel in the world's harshest environments. While limited editions like the Marathon Blue Yonder model garner attention for their fresh visual appeal, the foundation of Marathon's legacy lies in watches like the GSAR Type II: rugged, reliable, and forged in the service of professionals.
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Tracing Funnels - Define funnels between spans | SigNoz Launch Week 4.0 Day 5

May 17, 2025 By SigNoz - Open Source Observability Platform In SigNoz
Build funnels directly on your traces and get instant answers to questions like: What fraction of spans made it from event A to event B? Between which spans are most requests failing? What is the latency between key spans? Traditional observability tools let you inspect traces and spans, but they can’t aggregate or analyze how requests flow across multiple services or stages in your system. In asynchronous, distributed architectures, the root span rarely tells the full story-and there’s no way to measure conversion, drop-off, or latency between arbitrary steps across all traces.
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Future-Proof Your MariaDB-Based Services

May 16, 2025 By NiCE IT Mgmt In NiCE IT Mgmt
We’re excited to announce the release of the NiCE MariaDB on Linux Management Pack, designed to deliver advanced monitoring and performance insights for organizations running MariaDB on Linux infrastructure. As MariaDB continues to power business-critical applications across industries, visibility into its performance, availability, and health becomes essential.
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