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Your agent keeps failing after you upgrade the model. Cursor's engineering notes explain why.

Reddit r/AI_Agents · 2026-05-22

Cursor's engineering notes reveal that agent failures often stem from the harness (scaffolding) rather than the model itself, with different tool formats across providers causing silent errors and reliability issues.

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#engineering-notes

We tested super-resolution pre-filter for LPR OCR. It did nothing

Hacker News Top · 2026-05-13 Cached

Wink Engineering evaluates the efficacy of neural super-resolution as a pre-filter for license plate OCR, concluding that it fails to improve accuracy and often leads to hallucinated characters compared to training directly on low-resolution data.

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