programmingSaturday, June 27, 2026
Code review is the bottleneck nobody planned for. As AI churns out PRs faster than humans can read them, Qodo's cross-repo tool tries to give reviewers the context they need. Meanwhile, a developer's close call with a nation-state-level attack reminds us that software supply chains are still terrifyingly fragile.
AI-generated code is flooding pull requests, and tools are scrambling to keep review sane.
Qodo's cross-repo review learns your org's conventions and checks PRs against them, not just the diff. That's a direct answer to the problem of AI-generated code that looks fine in isolation but breaks the system.
The same week everyone talks about AI code, a real attack shows what happens when trust breaks down.
A developer nearly got backdoored via a fake interview from someone posing as a VC. The target was their crates.io packages. The attack chain is worth reading if you maintain open source libraries.
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