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Notes on testing tools
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Reasoning effort, not tool access, buys first-try reliability in agentic code generation: an observational study
A study comparing different agentic coding assistants found that the level of reasoning effort, rather than the available tools, significantly impacts the reliability and first-try success rate of software generation…
Reasoning effort, not tool access, buys first-try reliability in agentic code generation: an observational study
A study found that more reasoning effort in agentic code generation (AI programs assisting human coders) leads to higher reliability and fewer errors, rather than the use of additional tools or capabilities.
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