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Developer, Coding & Automation · SWE-bench
SWE-bench is the coding-agent reality check.
Cursor, Codex and GitHub Copilot demos look magical. SWE-bench asks whether agents resolve real GitHub issues—and under which scaffolding.
Tools: Cursor · Codex · GitHub Copilot
Read the harness
A SWE-bench number without the harness, model, and whether web tools were allowed is marketing. Awesome AI News and Flavio Copes roundups often surface the claim; the SWE-bench site is where we verify the card.
Creator Economy practitioner reviews add time-saved texture SWE-bench cannot—both belong on the desk.
IDE agents vs chat paste
Cursor and Copilot win on tight editor loops. Codex-style agents win on longer repo tasks when the harness matches. Roseram refuses to crown a single ‘best coding AI’ without naming the workflow.