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10 min
Writing Effective Prompts for Code Generation
How to write prompts for code generation that produce usable code: give context, specify edge cases, ask for tests, and verify the output.
#Ai
4 Articles
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12 min
Defending Against Prompt Injection
Why 'ignore malicious instructions' never works, and which defenses actually reduce the blast radius of prompt injection in LLM apps.
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11 min
Getting Reliable LLM Structured Output JSON in PHP
Stop parsing broken LLM JSON. A practical PHP/Laravel guide to reliable structured output using tool calling, schema validation, and retries.
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11 min
How to Evaluate LLM Output So You Can Ship and Iterate Safely
A practical guide to evaluate LLM output: golden datasets, deterministic checks, LLM-as-judge, human review, and regression testing.