prompting
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persona anchors
character-based instruction patterns for consistent agent behavior.
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reward engineering for coding agents
why coding agents optimize the rubric more than the prompt.
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agent psychology
understanding how agents reason and respond to instructions.
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prompt patterns
common prompt structures for reliable agent behavior.
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context is a budget
more tokens do not create more truth; useful context is what changes the next decision.
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what is prompting: operational constraints
prompting is a constrained pipeline where tokenization, max tokens, and control tokens form the operational boundaries that determine agent behavior.