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AWS Introduces Specification Driven Composition for Flexible Data Workflows

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.…

We haven't written up this one. InfoQ has the full story — the link below goes straight to it.

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Why I Haven’t Posted on DEV.to Since July

There has been a suspicious amount of silence from this account. My last DEV.to post was in July 2026. And then... Nothing. No Linux deep dives. No project updates. No technical write-ups.

  • Author hasn't posted on DEV.to since July 2026
  • Shifted focus to career decisions, job hunting, personal responsibilities
  • Continued learning, experimenting with Linux and personal projects

Unit 42: Real-World Prevalence of 405 AI-Related Malware Samples and Evaluation of Existing Defenses

1. Basic Information Article Title : The State of AI-Enabled Malware August 2026: From Brand Abuse to Agentic Execution Publisher : Unit 42 Publication Date : 2026-08-25 Original Source : Unit 42…

  • Only 12 (3.0%) of 405 AI-related malware samples detected on non-test endpoints
  • 97% of samples not found in real-world customer telemetry
  • 12 samples detected by Unit 42's multi-layer defenses in December 2024-June 2025

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