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3 stories filed under res.infoq.com on Beyond Market Intelligence. The newest of them: “DigitalOcean empowers developers to build smarter AI agents with new data services”, “OpenTofu 1.13 Helps Module Authors Resolve More Values at Plan Time”, and “OpenTelemetry brings stable order to Kubernetes telemetry with processor milestone”. DigitalOcean's public preview of Learning Services and Agent Data Services is a welcome step toward a more unified AI development experience. OpenTofu 1.13 gives module authors a smarter way to handle unknown values at plan time. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every res.infoq.com story on Beyond Market Intelligence, newest first.
DigitalOcean empowers developers to build smarter AI agents with new data services
DigitalOcean's public preview of Learning Services and Agent Data Services is a welcome step toward a more unified AI development experience. Rather than stitching together disparate tools, developers can now build, evaluate, and refine AI agents on a single, AI-native cloud platform. It's a practical move that focuses on real productivity gains. For deeper coverage on how AI infrastructure is evolving, see our piece on TorchTPU going open source.
OpenTofu 1.13 Helps Module Authors Resolve More Values at Plan Time
OpenTofu 1.13 gives module authors a smarter way to handle unknown values at plan time. New `convert` and `assume` functions let you provide type and value hints directly to the planner, so more expressions resolve during `tofu plan` instead of failing later. If a guarantee is broken, OpenTofu catches it during apply. This is a practical step toward more reliable infrastructure. For teams building production systems, our piece on practical AI certifications this November offers complementary guidance.
OpenTelemetry brings stable order to Kubernetes telemetry with processor milestone
Consistency in Kubernetes telemetry just got a welcome upgrade. OpenTelemetry has promoted its Kubernetes Attributes Processor to v1.0.0, bringing stable order to how observability pipelines handle cluster data. This milestone matters because unpredictable telemetry undermines trust in monitoring. A stable processor means teams can rely on what they see. For those already tracking the agent-focused future of cloud tools, Cloudflare's new CLI for AI agents offers a complementary look at where infrastructure management is heading.