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LiteLLM 1.107.0 was backdoored on PyPI and Docker: startup hooks stole credentials even without an import

The unusual risk is that Python startup hooks execute without an application importing LiteLLM, while the public source tag lacked the malicious files. Check the exact installed wheel or image digest, not just the repository.

OpenSSH 10.6 turns on hybrid post-quantum signatures and disables compression to cut side-channel risk

The release is more than routine maintenance. OpenSSH is changing cryptographic defaults, sacrificing some compression effectiveness for side-channel safety, and warning that AI-assisted security reports are pushing it toward a faster release cadence.

ZCode uploaded local repositories without consent — then Z.ai open-sourced the client after the backlash

The useful lesson is broader than one coding assistant: repository indexing can quietly become a data-export boundary. ZCode’s response improves inspectability going forward, but builders using AI coding tools still need to know exactly which indexing, wiki and memory features send source code or Git metadata off-device.

Cloudflare Worker Previews gives every Git branch its own isolated runtime

Branch previews are common for frontend code, but Worker Previews extends the boundary to the runtime itself. Each branch can have independent bindings, state and logs, making parallel human and agent work safer while preserving a production-like execution path.