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An easy tell for how good an engineer is is what % of their time they spend on instrumentation, measurement, profiling, telemetry, analysis (and how well they leverage this expertise during incidents).
For AI to outperform human coders, the context and prompt will need to be enriched with data from the live production system. This will lead to self-improving, self-repairing software.
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Improvement at anything is based on thousands of tiny failures, and the magnitude of your success is based on how many times you’ve failed at something. If someone is better than you at something, then it’s likely because she has failed at it more than you have. If someone is worse than you, it’s likely because he hasn’t been through all of the painful learning experiences you have.
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