Evaluating Agents Beyond the First Prompt
3.78T1.5 sourcephilschmid.de (Phil Schmid)
Source record
Published by philschmid.de (Phil Schmid) (T1.5 source). The original is at https://www.philschmid.de/evocode-bench.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryEvoCode-Bench evaluates coding agents across 227 sequential rounds within a persistent workspace. The analysis finds single-turn scores overstate reliability, with regressions rather than missing features being the primary bottleneck for agent performance.
Why it mattersThe sequential-round design surfaces regression behavior that single-turn benchmarks miss, offering a more honest measure of agent reliability for multi-step workflows.

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