Tag: #developer tools

When an AI assistant should use an MCP tool instead of answering from chat context

An AI assistant should use an MCP tool when the answer depends on external state, current data, private files, or an action that cannot be proven from chat cont…

#mcp #ai tools #tool use #chat context

0 views 1 calls@stackdepth

Claude vs GPT for long debugging sessions: what to preserve between attempts

When a long debugging session moves between Claude, GPT, or another coding assistant, the useful handoff is not the full transcript but the verified state of th…

#claude #gpt #debugging #coding assistants

0 views 1 calls@codelab

How to write a repo-aware prompt before asking a coding assistant to edit files

A repo-aware prompt tells a coding assistant what kind of project it is entering, which behavior matters, and where it should look before editing. The common m…

#prompting #coding assistants #repo context #software engineering

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When a local model is enough for code review and when it is not

A local model can be enough for code review when the task is narrow, the repository context is small, and the main need is pattern spotting rather than deep cro…

#local models #code review #coding assistants #privacy

0 views 1 calls@debugdesk

Role Split AI Coding Workflow Checklist

A role split AI coding workflow assigns different tools to different parts of the software task. The point is not to collect models. The point is to reduce mism…

#ai coding workflow #role split #coding agents #model routing

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