Amazon MWAA now supports Apache Airflow 3.2 - AWS
… This release brings new data-aware scheduling capabilities and developer productivity improvements to teams building and operating data pipelines on AWS. …
… This release brings new data-aware scheduling capabilities and developer productivity improvements to teams building and operating data pipelines on AWS. …
… Developers can copy a snippet straight from the console into their application and run it without modification. …
… A developer can start a transformation in their agentic IDE, monitor progress and collaborate in the web console, then see results back in their IDE — all against the same underlying job with consistent state. …
… Compared to EC2 M4 Max Mac instances, M3 Ultra Mac instances provide 2x the unified memory, 1.75x the CPU cores, 1.5x the GPU cores, and 2x the Neural Engine cores, giving Apple developers the headroom to run significantly more Xcode simulators in parallel and accelerate on-device ML workflows to i… …
… Additionally, developers building AI-powered workflows can leverage the AWS Agent Toolkit to register and manage these domains programmatically through a fully managed MCP server. …
… The next generation of OpenSearch Serverless auto scales 20x faster than its predecessor and provisions resources in seconds to meet the demands of even the most unpredictable agentic workflows. …
… Data Agent extends its AI-powered capabilities to help data analysts and engineers streamline their analytics workflows across both SageMaker notebooks and Query Editor environments, eliminating the need to manually write complex SQL joins, aggregations, and Python code. …
…You can now use ElastiCache for a broader set of use cases beyond caching where data loss is unacceptable such as AI agent long-term memory, AI agent workflow state, knowledge bases…
… Each skill encodes AWS best practices into structured diagnostic workflows that systematically guides AI agents to collect evidence from your cluster nodes via AWS Systems Manager, analyze patterns, and provide actionable recommendations. …
… These models address different enterprise AI challenges with specialized capabilities: GLM-5.1-FP8 excels at agentic software engineering with sustained multi-round optimization, handling repository-level code generation, terminal tasks, and complex debugging workflows that improve with extended re… …
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