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AI, engineering & what survives production Series' Articles
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Stop shipping AI agents you can't measure: evals + observability from scratch
Richard Atkins
Richard Atkins
Richard Atkins
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Jul 18
Stop shipping AI agents you can't measure: evals + observability from scratch
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ai
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llm
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testing
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machinelearning
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5 min read
The real economics of a production LLM pipeline: resumability, cost-aware routing, and measuring when local beats the API
Richard Atkins
Richard Atkins
Richard Atkins
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Jul 18
The real economics of a production LLM pipeline: resumability, cost-aware routing, and measuring when local beats the API
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llm
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dataengineering
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python
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ai
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7 min read
Measure your own coding habits before you believe anyone else's numbers
Richard Atkins
Richard Atkins
Richard Atkins
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Aug 5
Measure your own coding habits before you believe anyone else's numbers
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git
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analytics
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productivity
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codequality
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8 min read
The code that hides the evidence
Richard Atkins
Richard Atkins
Richard Atkins
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Aug 5
The code that hides the evidence
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software
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analytics
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code
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devex
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7 min read
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