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From Factory Floor to AI Agent: An IoT Data Pipeline with MSK, S3 Tables, S3 Files, and Strands Agents (Terraform)

darryl-ruggles.cloud · published 21 May 2026

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https://github.com/RDarrylR/iot-data-pipeline

github.com

https://docs.aws.amazon.com/firehose/latest/dev/apache-iceberg-considerations.html

docs.aws.amazon.com

https://docs.aws.amazon.com/iot/latest/developerguide/apache-kafka-rule-action.html

docs.aws.amazon.com

https://aws.amazon.com/about-aws/whats-new/

aws.amazon.com

https://docs.aws.amazon.com/lambda/latest/dg/with-msk-cluster-network.html

docs.aws.amazon.com

https://docs.aws.amazon.com/iot/latest/developerguide/authorizing-direct-aws.html

docs.aws.amazon.com

https://docs.aws.amazon.com/msk/latest/developerguide/serverless.html

docs.aws.amazon.com

https://aws.amazon.com/s3/features/tables/

aws.amazon.com

https://docs.aws.amazon.com/AmazonS3/latest/userguide/s3-files.html

docs.aws.amazon.com

https://docs.aws.amazon.com/AmazonS3/latest/userguide/s3-tables-integrating-firehose.html

docs.aws.amazon.com

https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/runtime.html

docs.aws.amazon.com

https://strandsagents.com/docs/

strandsagents.com

https://duckdb.org/docs/extensions/iceberg.html

duckdb.org

https://docs.powertools.aws.dev/lambda/python/latest/

docs.powertools.aws.dev

S3 Files: The End of Download-Process-Upload (with Terraform) Read at the source ↗

darryl-ruggles.cloud

Lambda Managed Instances with Terraform: Multi-Concurrency, High Memory, and Compute Options Read at the source ↗

darryl-ruggles.cloud