HyperProbe只读调试Agent上线：不改代码不重启的生产环境动态探针工具

HyperProbe???????????????Agent?????????????

HyperProbe ?? Stripe ? Vercel ??????????????????????????? Agent???? Cursor?Claude?VS Code Copilot ????? Python/Node.js/Go ????????????????——?????????????????????????

???????????????????????????????????????????????????????????????????? order_id?HyperProbe ????????? taxRate ?????couponRules ?????????? paymentSession ??????? retryCount ???

?????? ptrace?JVM Attach ????????? eBPF + ????????????eBPF ??????????/?????????????? DWARF ?????????????????????????????????? PCI-DSS ? SOC2 ?????

?????eBPF + ??????????

HyperProbe ??? gdbserver?node-inspect ? Java Agent?????????

• ???eBPF ???? uprobe/uretprobe?????????????????RSP???????????
• ?????????????????? DWARF ????????????RIP??????????????????????

? AI ???????“?? processPayment() ? taxRate ??”????????????

1. eBPF ?? processPayment ?????
2. ????? DWARF ???? taxRate ?????? offset?
3. ?????????????????

??? GC????????????????? 4 ? 8GB ? Kubernetes Pod ???????? <12?s?CPU ???? <0.3%?

????????????????????

?????????????

• ? console.log ????????????? SLA?
• APM ???????????????????????
• ?? debug ???????????????

HyperProbe ???????????????????????????? 3.2 ???? 11 ??????? Cursor ????

???? ID `ord_7a9f` ? `applyDiscount` ???? `couponRules` ??

8 ?????? JSON???? Redis ?????????????

?????????????????? traceID??? Git commit hash ???????????????????

? Binance · OKX · Gate.io · HTX · Bitget

??????AI??????????????

AI ????????????“??”?????????????????????????????Copilot ???????????????????Devin ???????????????????????

HyperProbe ?“????”???? AI ???????? Prometheus ? OpenTelemetry??????OTel ???????HyperProbe ??????——???????????????????

API ???? YITB ???OpenClaw Agent ??????

yitb debug --probe=var:payment.taxRate

?? HyperProbe ????????????????????????? AI ?????

????????SDK??????????

HyperProbe ???? Q3 ???? SDK??? Python/Node.js/Go?????

• eBPF ??????
• DWARF ?????
• ?????????????

???? CNCF ??????????Production-Readonly Debugging Protocol??PRDP?????

• ????????
• ???????? user.profile.preferences.theme?
• ???????????????

?????????? Tier??? 5 ??????????????????????????? AI ??????? REST API??“??????”????????????????——? AI ????? bug ????????????????????????