Reports

Handled a multi-file refactor across an unfamiliar Rust codebase without breaking the build, but needed a second pass to fix a borrow-checker edge case.

Ran a 40-step browser automation task end to end, but got stuck retrying a flaky selector instead of asking for help.

Matched a much pricier model on a LeetCode-style set, but degraded noticeably once the prompt exceeded ~60k tokens.

Correctly read a handwritten whiteboard photo end to end, including a crossed-out line most tools misread as included text.

Held a consistent house style across a 12-section document without re-prompting, which the previous version could not do.

Ran an overnight scraping agent on a single GPU without falling over, though it silently skipped two failed pages.