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Built to Protect: The Quiet Engineering Behind Senior Alert Devices

When it comes to life-saving technology, the best tools are often the ones you never notice-until you need them. Senior alert systems are a perfect example. While they may seem simple on the surface, the real brilliance lies beneath: smart hardware, reliable software, and robust infrastructure all working silently to keep someone safe. And for older adults who want to live independently without compromising safety, reliability isn't just a nice-to-have-it's non-negotiable. These aren't fitness bands or smartwatches. They're lifelines. And they're engineered to perform like one.

End-to-end testing and deployment of a multi-agent AI system with Docker, LangGraph, and CircleCI

Multi-agent AI systems are transforming how intelligent applications are built. By orchestrating multiple specialized agents that collaborate to solve complex tasks, these systems enable more dynamic and efficient workflows. However, deploying such a system reliably and at scale requires a structured approach to testing, packaging, and automation.

Elastic bandwidth and the future of AI-driven networks

In this employee spotlight blog, Shaheen Kalla, Presales Team Lead, explores what the future of AI in networking may hold and the possibilities it presents. So much has been written about AI in the context of software engineering, machine learning, and data manipulation - especially where large datasets are involved. However, very little has been explored when it comes to AI from a networking perspective.

MCP server: Automated test coverage

Learn about a new feature using CircleCI's MCP server that brings automated test coverage to AI-enabled applications. Using a simple React app, the MCP server scans for AI prompts, recommends tests, and writes them directly into your codebase. Watch how you can: Now you can test and ship with confidence—right from your IDE or CI pipeline.

Why we vibe coded a marketing campaign for Anthropic

Let’s start with the obvious: we’d like to have Anthropic as a customer. We greatly admire the work they are doing at the intersection of frontier models + safety. We use lots of different AI tooling at incident.io. We’re all-in at AI at incident.io, both to improve the productivity of our internal team and, more importantly, to provide our customers with superpowers in the form of an AI incident responder.

Detect hallucinations in your RAG LLM applications with Datadog LLM Observability

Hallucinations occur when a large language model (LLM) confidently generates information that is false or unsupported. These responses can spread misinformation that jeopardizes safety, causes reputational damage, and erodes user trust. Augmented generation techniques, such as retrieval-augmented generation (RAG), aim to reduce hallucinations by providing LLMs with relevant context from verified sources and prompting the LLMs to cite these sources in their responses.

10 Reasons Why IT Support Is Important for Business Success

In today's technology-driven business environment, maintaining a reliable IT infrastructure has become as essential as keeping the lights on. Organizations across industries are increasingly dependent on their tech systems for everything from daily operations to strategic growth initiatives. With evolving data privacy regulations such as GDPR, businesses must ensure their systems are not only efficient but also compliant and secure.