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From Promise to Practice: What Real AI SRE Can Actually Do When Production Breaks
We’ve written before about the advantages of training an AI SRE on real telemetry data rather than generic Kubernetes documentation. We’ve explained why RAG augmentation based on actual high-scale workload patterns produces better results than LLMs trained on generic scenarios or forum threads. The theory makes sense, the architecture is sound, and the approach is defensible.
From Mining to Manufacturing - Why MRO Data Discipline Transfers Everywhere
MRO parts lists frequently include duplicate descriptions, incomplete attributes, and inconsistent naming. These problems appear in mining, manufacturing, energy, and utilities due to weak data controls rather than industry-specific factors. Structured MRO data allows maintenance and procurement teams to reference the same records, locate correct parts faster, and reduce time spent validating details across systems.
How To Navigate Financial Decisions For A Growing Business
Rapid growth feels exciting, but it also stretches cash, people, and systems. The key is building a simple decision playbook so you can spot what to fund, what to pause, and what to measure. With a few practical steps, you can keep momentum without betting the company.
Office 365 Synthetic Monitoring for Availability & SLA Validation
Microsoft Office 365 underpins daily work for millions of organizations. Email, collaboration, document sharing, identity, and meetings all converge into a single dependency that employees implicitly assume will “just work.” When it doesn’t, productivity halts immediately and visibly. Microsoft publishes service health dashboards and backs Office 365 with formal SLAs. On paper, availability is measured, tracked, and contractually enforced.
Guided DNS Troubleshooting, Full History, and UI Improvements
We're kicking off 2026 by shipping improvements that make DNS troubleshooting faster and more intuitive. When a DNS check fails, you'll now see exactly what needs to change to fix it, and you'll have complete visibility into your DNS record behavior over time.
Sentry Claude Code Plugin and Skills
We're looking at what building a standard set of tools to use in Claude Code looks like for Sentry - and Claude's plugin marketplace is a great way to distribute them. Take it for a spin - the plugin distributes the MCP server, a few skills for setting up core parts of Sentry, and a few commands to use.
Using Sentry's MCP in Vercel v0
You can use the Sentry MCP server to debug issues in applications that are built in v0. You can also use it to create projects, pull down configurations, or dig into performance issues in applications. Check it out.
A Step-by-Step Guide to Buying an ISBN in 2025
Navigating the world of self-publishing can feel like learning a new language. Among the acronyms and technical terms, one stands out as essential: the ISBN. Whether you are publishing a memoir, a thriller, or a cookbook, securing this number is a rite of passage. If you have decided to take control of your publishing journey, you need to know exactly how to buy ISBN numbers correctly and efficiently.
How Engineered Fall Protection Improves Safety for Rooftop Maintenance Teams
Rooftop maintenance is one of the most hazardous jobs in the modern facility management industry. From HVAC technicians and solar panel installers to roofing contractors, these workers operate on the "front lines" of height hazards. Because rooftops are often perceived as flat and stable, there is a dangerous tendency to underestimate the risks involved. However, the introduction of engineered fall protection has revolutionized how these teams operate, transforming a high-risk environment into a controlled workspace.