If you’ve built anything serious with Claude or GPT-4, you’ve hit the wall: a legitimate business task — generating a…
Browsing: Prompt Engineering & Techniques
Most agent workflows fail not because the prompts are bad, but because the structure is wrong. You’ve probably seen both…
Most developers treat system prompts like a terms-of-service document — throw in a list of “do this, don’t do that”…
Most developers treat zero-shot vs few-shot as a coin flip — throw some examples in if the output looks bad,…
Most developers building AI agents treat safety and alignment as an afterthought — a moderation API call bolted on after…
Most LLM failures in production aren’t model failures — they’re task design failures. You hand a single prompt a problem…
Most developers ship their first LLM integration with temperature set to whatever the API default is, tweak it once when…