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Notes on ai in software development
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From Agent Behaviour to Agent-Friendly Documentation: An Empirical Study of How Coding Agents Discover, Read, and Write Technical Documentation
Researchers studied how autonomous coding agents interact with technical documentation by analyzing two datasets. They found that agents primarily work with internal documents like instruction files and notes rather…
Reasoning effort, not tool access, buys first-try reliability in agentic code generation: an observational study
A study tested the assumption that giving agentic coding assistants more capabilities leads to better software. The study found that investing in reasoning effort yielded better first-try reliability and fewer…
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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