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How to build your system prompt to optimise for prompt caching & practical insig

BACKGROUND
1 SIGNALFIRST DETECTED 22 April 2026
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How the story developed
Other feeds and industry voices
29 Mar
Saving KV cache from long system prompt of Claude code/opencode to SSD

<!-- SC_OFF --><div class="md"><p>llama-server can save the system prompt cache to SSD, so the KV cache for the system prompt doesn’t need to be recomputed next time Does anyone

OPINION · HOW · LocalLLaMAOPEN STORY
20 Sept
Pre-caching context overhead (system prompt, tools, skills, ...) ?

<!-- SC_OFF --><div class="md"><p>I run pretty large models (DS4 Flash, Qwen3.8 Flash, ...) on a machine with pretty slow prompt processing (M2 Ultra).</p> <p>The first prompt

OPINION · WHAT · LocalLLaMAOPEN STORY
22 Mar
TIP: I measured which part of a ChatGPT prompt matters most. CONSTRAINTS carry 42.7% of quality.

<!-- SC_OFF --><div class="md"><p>I tested 275 prompts across 10 task types. The behavioral rules section (things like &quot;never hedge,&quot; &quot;use exact numbers,&quot;

OPINION · WHO · ChatGPTOPEN STORY
22 Mar
I tested 10 prompt formats head-to-head on the same tasks — structured JSON won 8/10 on specificity

<!-- SC_OFF --><div class="md"><p>I tested 10 common prompt engineering techniques against a structured JSON format across identical tasks (marketing plans, code debugging, legal

OPINION · WHAT · OpenAIOPEN STORY
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