Intermediate · 4 articles · MODULE 4: LLM ENGINEERING
Tutorial · Intermediate · 17 min
A prompt embedded as a string literal inside application code can't be edited, reviewed, or swapped without a code change, and it silently duplicates the moment two call sites need almost the same prompt.
Includes Colab notebook
By: Anacodic Team
Start Reading →Tutorial · Intermediate · 13 min
A VLM turns an image into text, but a pipeline needs typed JSON: give the model a schema, then validate against it and reject or repair anything that doesn't conform — never trust the raw string.
By: Anacodic Team
Start Reading →Tutorial · Intermediate · 22 min
A prompt has four parts, and the highest-leverage move is usually replacing prose rules with examples. Showing is cheaper than describing.
By: Anacodic Team
Start Reading →Tutorial · Intermediate · 21 min
Asking for JSON makes invalid output unlikely. Constraining the decoder makes it impossible. Those are different mechanisms, not effort levels.
By: Anacodic Team
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