AI-generated code

LocalStack App Inspector Transforms Local Cloud Debugging

LocalStack App Inspector Transforms Local Cloud Debugging

AI, Application Development, Automation, Cloud, DevOps /

LocalStack has launched App Inspector, a capability that surfaces data flows, event paths, and resource dependencies inside a local AWS emulation container. The feature targets the growing quality assurance gap created by AI-generated code, enabling developers to catch misconfigurations before they reach production. For ITDMs, the economics of local validation over live-cloud debugging are straightforward and the compliance benefits are immediate.

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CRA Compliance and Trustable Software: What OCX 2026 Revealed

CRA Compliance and Trustable Software: What OCX 2026 Revealed

AI, Application Development, Compliance, DevOps, Events, Open Community Experience 2026, Open Source /

The Eclipse Foundation’s OCX 2026 made clear that CRA compliance is a product development problem, not a legal checkbox. Manufacturers face a hard deadline, open source maintainers face an inbound wave of questionnaires, and AI-generated code is adding new layers of compliance debt. Here’s what ITDMs and developers need to act on now.

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