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Don’t Paste the AI: Keep Your Judgment
ai ethics Aug 20, 2026 6 min read

Don’t Paste the AI: Keep Your Judgment

Pasting chatbot output makes your message feel generic and unowned. Use AI as a drafting partner, then extract the useful core, rewrite in your voice, and quote only with an explanation of why it fits.

by ahsan
#academic integrity #ai writing #llms #prompting #workplace communication
Context Engineering for Claude 5: Fewer Rules, Better Judgment
ai agents Jul 26, 2026 6 min read

Context Engineering for Claude 5: Fewer Rules, Better Judgment

Claude 5-era agents perform better when context engineering shifts from rigid rules and examples to judgment, progressive disclosure, and tool interface design. Audit conflicting guidance, move deep logic into skills, and use deferred loading/tool search patterns to keep context focused when it matters.

by ahsan
#ai agents #claude-code #context engineering #llm #prompting

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