Use Copilot completions and chat for the boilerplate and stay in charge of the design.
Copilot completes code as you type and offers a chat that understands the open files and, with the right setup, the repository; it is strongest on repetitive code and tests, weakest on architecture and anything it cannot see.
Use Cursor's inline edits, chat with codebase context and agent mode without losing control of the diff.
Cursor is an editor with the model wired into inline edits, a chat that can read your codebase, and an agent mode that makes multi-file changes; its value is speed on changes you already understand, and its risk is accepting diffs you did not read.
Build nightly dependency audit summary as a GitHub Actions automation: summarise new vulnerability advisories for your dependencies into an actionable morning note.
Build aI review comment on every PR as a GitHub Actions automation: post an assistant review comment on each pull request with ranked findings and the test result.
Wrap a model tool call so bad arguments are caught and retried once with the error shown to the model.
Models sometimes emit arguments that do not match a tool's schema; executing them blindly causes errors deep in your code, while failing hard wastes the run.
Use OpenAI's agent tooling for tool calling, file search and structured outputs.
OpenAI's agent APIs provide tool calling with JSON schemas, built-in file search and code execution, and structured outputs that force a response shape, which covers most single-agent business tasks without a framework.
Build agents that use tools with the same loop Claude Code uses.
The Agent SDK gives you the agent loop, tool definitions, permission hooks and session handling that Claude Code is built on, so an agent that reads files, runs commands or calls your APIs is configuration plus your tools rather than a hand-written loop.
The rules a small team needs before everyone starts pasting things into assistants.
Without a short policy, someone will paste a customer list or a contract into a consumer tool. Write the rules once.
☐ Which tools are approved and on which plan
☐ What must never be pasted: customer personal data, credentials, unreleased financials
Items 8ChatGPTClaude
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