
Michael Calierno expanded Analytics Builder capabilities in the SoftwareAG/c8y-docs and Cumulocity-IoT/c8y-docs repositories by delivering four new feature blocks over two months. He developed Rate Limiter and Smart Function blocks to enhance throughput and enable JavaScript-based custom logic, while also adding Logger and AI Agent blocks for improved observability and AI integration. In March, Michael introduced an ONNX Inference block, allowing direct execution of ONNX models within Analytics Builder using pulse-based input and output. His work emphasized extensibility, documentation alignment, and public preview readiness, leveraging JavaScript, analytics, and model deployment skills to streamline data-driven workflows.
Month: 2026-03 — Key achievement: ONNX Inference Block in Analytics Builder (Public Preview) delivered for Cumulocity-IoT/c8y-docs. This feature adds a new ONNX block that executes a model deployed to the files repository. The block accepts a pulse input as a dictionary of ONNX input names to scalars or tensors and outputs a pulse with ONNX outputs. Release notes updated and version bumped to 27.50.0 in the changelog. No major bugs fixed this month; focus on feature delivery and docs alignment. Impact: enables model-driven analytics directly in Analytics Builder, accelerating time-to-insight and reducing data-path friction. Technologies/skills demonstrated: ONNX, Analytics Builder, pulse-input handling, changelog/versioning, collaboration.
Month: 2026-03 — Key achievement: ONNX Inference Block in Analytics Builder (Public Preview) delivered for Cumulocity-IoT/c8y-docs. This feature adds a new ONNX block that executes a model deployed to the files repository. The block accepts a pulse input as a dictionary of ONNX input names to scalars or tensors and outputs a pulse with ONNX outputs. Release notes updated and version bumped to 27.50.0 in the changelog. No major bugs fixed this month; focus on feature delivery and docs alignment. Impact: enables model-driven analytics directly in Analytics Builder, accelerating time-to-insight and reducing data-path friction. Technologies/skills demonstrated: ONNX, Analytics Builder, pulse-input handling, changelog/versioning, collaboration.
February 2026: Analytics Builder expansion across two repositories delivering new blocks and enhancements to improve throughput, observability, and AI-enabled workflows. Key features include Rate Limiter and Smart Function blocks in SoftwareAG/c8y-docs, and Logger and AI Agent blocks in Cumulocity-IoT/c8y-docs, all released to public preview with changelog entries and version updates. No explicit major bugs recorded in this dataset; the month focused on delivering business value through extensibility, configurability, and developer productivity.
February 2026: Analytics Builder expansion across two repositories delivering new blocks and enhancements to improve throughput, observability, and AI-enabled workflows. Key features include Rate Limiter and Smart Function blocks in SoftwareAG/c8y-docs, and Logger and AI Agent blocks in Cumulocity-IoT/c8y-docs, all released to public preview with changelog entries and version updates. No explicit major bugs recorded in this dataset; the month focused on delivering business value through extensibility, configurability, and developer productivity.

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