INSIGHTS / FROM THE FIELD

Beyond the idea.
Inside the engineering.

Practical lessons from implementation and architecture investigation. The problems, decisions and verification behind intelligent products.

03 / FIELD NOTES

All insights

Thinking, made practical.

Decisions, investigations and lessons from the details of AI engineering.

Implementation note

When valid JSON contains an unusable AI response

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Architecture investigation

A vector search module is only part of conversation memory

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Implementation note

Changing an AI model reaches beyond the API call

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