https://www.infoq.com InfoQ Automation News feed https://www.infoq.com/news/2026/08/aws-spec-driven-data-workflow/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Automation-news <img src="https://res.infoq.com/news/2026/08/aws-spec-driven-data-workflow/en/headerimage/generatedHeaderImage-1786944784495.jpg"/><p>AWS describes a specification-driven approach for composing flexible data workflows by separating intent from processing logic. Architecture uses declarative specifications, reusable processing capabilities, and validation before execution. AWS reports that the approach can reduce dataset onboarding from weeks to days while supporting traceability, versioning, data classification, and governance.</p> <i>By Leela Kumili</i> Data AWS Lambda Serverless S3 Declarative Programming Software Engineering Data Governance Amazon CloudWatch Automation Architecture Workflow Foundation OpenSearch ETL Data Pipelines Orchestration Development Architecture & Design news Wed, 26 Aug 2026 14:18:00 GMT https://www.infoq.com/news/2026/08/aws-spec-driven-data-workflow/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Automation-news Leela Kumili 2026-08-26T14:18:00Z /news/2026/08/aws-spec-driven-data-workflow/en https://www.infoq.com/news/2026/08/cloudflare-astro-ai-agents/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Automation-news <img src="https://res.infoq.com/news/2026/08/cloudflare-astro-ai-agents/en/headerimage/generatedHeaderImage-1786846443074.jpg"/><p>Cloudflare, Astro, AI agents, GitHub Actions, issue triage, agentic AI, software architecture, open source, developer tools, AI automation, automated testing, human in the loop, agent workflows, GitHub, software engineering, AI software development, bug triage, continuous integration, developer productivity, autonomous agents, AI coding, Cloudflare Workers, Flue, triagebot</p> <i>By Leela Kumili</i> Automation Issue Tracking Tools Cloudflare Workflow / BPM Open Source GitHub Actions Bug Triaging Agents github AI Architecture Developer Experience Automated testing Development AI, ML & Data Engineering Architecture & Design news Fri, 21 Aug 2026 14:09:00 GMT https://www.infoq.com/news/2026/08/cloudflare-astro-ai-agents/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Automation-news Leela Kumili 2026-08-21T14:09:00Z /news/2026/08/cloudflare-astro-ai-agents/en