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
AI
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? 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 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
Beyond Watching Systems: How AI Agents Like Claude Code Are Reimagining Observability
We find ourselves at a fascinating crossroads where artificial intelligence and observability are converging in unexpected ways. The recent emergence of Anthropic’s Claude Code—an agentic coding assistant currently in beta—invites us to reconsider what it means to truly “observe” our … Read More
FusionReactor’s AI-Powered Observability: Providing Actionable Data for Developers
At Intergral, we’re always excited to see how our customers benefit from FusionReactor’s capabilities. We’re proud to share a recent 5-star review from a customer in Italy who has been leveraging our platform to enhance their development and operations processes. … Read More
Catch Problems in Their Tracks: FusionReactor’s Anomaly Detection Explained
Insights from FusionReactor’s webinar on proactive application monitoring System outages and performance issues can strike without warning, causing frustrating user delays and potentially significant revenue loss. Traditional monitoring approaches are primarily reactive – you only become aware of problems after … Read More
AI Research Agents: Empowering Human Ingenuity, Not Replacing It
The rise of AI is causing understandable apprehension. Will robots take our jobs? Will AI eventually outsmart and supersede humanity? While these are valid questions, they often overshadow a more immediate and equally important reality: AI as a powerful tool … Read More
The Ethical Frontier: Navigating the Complexities of AI Research Agents
The rapid advancement of AI research agents promises immense benefits but raises complex ethical questions. As AI becomes more sophisticated in conducting research and analyzing data, it’s crucial to consider the potential societal implications and ensure these powerful tools are … Read More
