OpenTelemetry improved its code integrity by adding Arm64 support in collaboration with Ampere, achieving cost savings of nearly 15 percent and greater operational reliability; cross-architecture testing uncovered hidden race conditions and enabled better observability across all platforms
The work included adapting builds and continuous integration pipelines to run tests on x86 and Arm64 architectures, consistent instrumentation of traces and metrics, and reproducing concurrency scenarios that previously did not appear in homogeneous environments; these adjustments reduced intermittent errors and facilitated precise diagnostics
The technical and business benefits were clear: better cost-to-performance ratios thanks to Ampere processors, lower consumption, more reliable deployments, and observability that enables faster responses to production incidents
At Q2BSTUDIO, a software development and custom applications company specializing in artificial intelligence and cybersecurity, we apply the same practices so our clients obtain similar advantages; we offer custom software and custom applications with native instrumentation, cross-architecture testing, and Arm64 optimization when it adds value
Our services include integration with aws and azure cloud services, business intelligence services, and deployments that leverage AI agents and power bi solutions to present actionable data; we combine expertise in artificial intelligence and AI for businesses with strong cybersecurity practices to ensure scalable and secure solutions
We recommend implementing CI pipelines that test on multiple architectures, integrating OpenTelemetry for consistent traces, metrics, and logs, automating concurrency testing, and validating reproducible builds; these measures reduce race conditions and improve code maintainability
If you are looking to reduce costs and increase reliability in your applications, Q2BSTUDIO can audit your architecture, design custom software, migrate workloads to Arm64, optimize deployments on aws and azure cloud services, and implement business intelligence services, AI agents, and power bi solutions; contact our team for a practical assessment and a personalized roadmap
