jev-review：本地代码审查，每文件 0.002 美元
用 Jev 的 Choice/Score 分级流程做代码审查，覆盖正确性、安全、测试覆盖，本地仪表盘出报告，替代 CodeClimate 类 SaaS。
Jev just replaced 80% of what a senior engineer does in code review. and it costs $0.002 per file. enterprise code review tools like CodeClimate or SonarQube run $500-$2,000/month for teams. they catch style and known patterns. they don't make judgment calls about correctness, security, or test coverage the way a human does. jev-review does. and it runs locally for fractions of a cent per scan. the staged workflow: -> Choice + Score file profiles -> Choice evidence selection -> Choice mechanism classification -> Score severity -> conditional Choice reviewer routing Jev makes every call. orchestration stays in code. no LLM choosing what to look at. it screens: correctness, security, reliability, compatibility, test coverage. selects concrete diff hunks before scoring impact. uses changed tests as context when judging test gaps. two modes: > review:changes - scans the current Git diff. run it on every PR. > review:codebase - scans every non-ignored source file. run it on a new codebase. results open in a local dashboard at localhost:4317. large reports in collapsible sections. nothing served externally. but for $0.002 per file versus $2,000/month for a SaaS that catches less - the math is obvious.
这条是引用着另一条写的：x.com/p0lybender/status/2105657133702193458