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Making Intent Routing Explainable
Making Intent Routing Explainable: Calibrated Probabilities, Decision Records and a Four-Tier Cascade Eliminate autoregressive overhead with classical ML, dual-encoders and calibrated System One clas...
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Your AI Agent Wrote the Code â and the Tests. Who Checked the Requirement?
Why self-testing coding agents still need independent acceptance tests, protected CI checks, and a clear definition of done. Continue reading on Towards AI
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Why Modern Systems Are Shifting From Mutable Databases
For decades, mainstream software development has used a particular destructive pattern: when an entityâs condition changes, the database is updated to reflect the new state. When a client submits a ne...
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