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Making performance predictable for application developers brings new requirements:
- Providing an accurate mental model of how the JIT works and which programming techniques are effective.
- Providing diagnostic tools ([Studio]((https://hydra.snabb.co/job/lukego/studio-manual/studio-manual-html/latest/download-by-type/file/Manual#view-hot-traces)) consistent with this mental model to make the actual operation transparent.
- Providing diagnostic tools ([Studio](https://hydra.snabb.co/job/lukego/studio-manual/studio-manual-html/latest/download-by-type/file/Manual#view-hot-traces)) consistent with this mental model to make the actual operation transparent.
- Making profiling completely ubiquitous in development, testing, and production environments.
The development process has to support moving quickly in these directions:
