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Technical Debt Triage

Technical Debt Triage with OpsPilot: What to Fix First in Your ColdFusion Application

Every ColdFusion application carries technical debt – those quick fixes, outdated patterns, and “temporary” solutions that became permanent. But which technical debt actually matters? Which legacy code is actively hurting your performance versus which is just ugly but harmless? Follow … Read More

How OpsPilot Prevents Production Outages: Real-Time AI Analysis of Your Observability Data

Every ops team knows the 3 AM nightmare: your phone buzzes, alerts fire, and you’re scrambling to diagnose why production is down. But what if you could catch these issues at 2 PM the day before, fix them calmly, and … Read More

How OpsPilot Transforms Complex Monitoring Data Into Instant, Actionable Intelligence

Let me share a powerful demonstration of how OpsPilot, FusionReactor’s AI-powered observability assistant, is revolutionizing the way teams interact with their monitoring data. What you’re about to see isn’t a carefully crafted demo – it’s real questions from a real … Read More

5 Critical Questions Every ColdFusion Developer Should Ask OpsPilot Daily

The days of manually digging through dashboards, correlating metrics across multiple tools, and piecing together performance clues are over. With OpsPilot’s AI-powered analysis capabilities, ColdFusion developers can now get intelligent, contextual answers to the most critical application health questions—instantly. Instead … Read More

OpsPilot’s AI Evolution: Transforming How Developers Troubleshoot ColdFusion Applications

The next generation of intelligent application monitoring has arrived, and it’s changing everything about how teams identify, understand, and resolve performance issues. See how OpsPilot is transforming how developers troubleshoot ColdFusion applications. For years, ColdFusion developers have faced a familiar … Read More

How we taught Claude AI to read our ColdFusion metrics

Last month, our ColdFusion app started acting up again.Memory usage was spiking, error logs were piling up, and every time we thought we’d found the root cause, something else broke. We were doing what every developer has done at some … Read More

Introducing Katie – your Kubernetes expert agent

We’ve been working hard over the last few weeks to bring you Katie and Katie MCP, a pair of tools to help you manage and integrate your Kubernetes clusters into AI. Using the easily-installed cluster agent and MCP tooling, you … Read More

OpsPilot’s new Web Search Toggle

Take control of your queries with OpsPilot’s new Web Search Toggle We’re excited to introduce a simple but powerful update to OpsPilot: the Web Search Toggle –  designed to give you more control over how your questions are handled, especially … Read More

is rag dead

Is RAG Dead? Why Context-Aware AI Changes Everything for Modern Observability

Many developers have struggled with the limitations of RAG systems in production environments. You ask your monitoring AI a specific question about an error, and it returns generic troubleshooting steps that miss your application’s unique context. Here’s how the industry … Read More

llama 4 vs deepseek

Llama 4 vs DeepSeek AI: A Comprehensive Comparison of Leading Open-Source AI Models

Introduction – Llama 4 vs Deepseek The open-source AI landscape is evolving rapidly, with new models challenging the status quo almost monthly. Among these, two models have recently captured significant attention from developers, researchers, and businesses alike: Meta’s Llama 4 … Read More