Matthew Berman demonstrates a spreadsheet-style web application produced during a coding-agent session that he says ran for several days before he stopped it. Sorting, formulas, validation and a pivot-table example illustrate useful progress. Matthew Berman also acknowledges rough edges and that the application covers only a subset of the original software's functionality.
Matthew Berman describes the agent alternating between desktop inspection and implementation, then shows a game prototype from another extended session. These selected demonstrations illustrate a workflow involving tools and repeated work; they do not establish exhaustive correctness, complete compatibility or safe unattended operation on every task.
Matthew Berman discusses choosing model sizes and reasoning settings for planning and implementation. His comparisons with other models are personal impressions at recording time, not a standardized independent ranking. The sponsored benchmark segment, current-price assertions, quota-burning encouragement and promotional links are excluded.
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