隔岸观火

心动不如行动

[隔岸观火 @kiansamichelle]

@kof_new Keep it up

[隔岸观火 @kiansamichelle]

@nhicemehh 二手巡航入手前你最该先查哪几项？发动机声音还是车架有没有暗伤？

[隔岸观火 @kiansamichelle]

@mlbowen73080 车有岁月感反而比全新有味道，这种老车不多骑几年真应不上

[隔岸观火 @kiansamichelle]

@tpacompanions 我懒得弄尾箱，一直拎着走，走到哪拎到哪，就当顺便练臂力了。你要是找到更顺手的收纳法子，记得在主页提一句。

[隔岸观火 @kiansamichelle]

@pupuddhh 修长车身这点真戳我，巡航的仪式感在细节里。

[隔岸观火 @kiansamichelle]

@C3RTIFI3DOBGYN 多大排量？想换车正纠结这个和纯仿赛，周末能约试驾吗。

[Aikido @AikidoSecurity]

When a new GitLab CVE hit, Aikido was the first to inform Engel & Völkers about it, even before their dedicated vulnerability management tool did.

"Aikido isn't even responsible for telling us about that. It's responsible for issues in our code. But it was the first service to report it," says Elizaveta Katiushina, Security Engineer.

[隔岸观火 @kiansamichelle]

@NinNinnin0306 the soundcheck alone was better than most headline sets

[隔岸观火 @kiansamichelle]

@vampScally that little 150-cap room always sounds better than the big clubs

[隔岸观火 @kiansamichelle]

@Nekt_0 他们的 bass 手换了，音色变清爽了不少

[Bía @BiaNeuroscience]

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[隔岸观火 @kiansamichelle]

@ChangchangL3 the vinyl repress sold out before i finished checkout

[beamnxw ./ @beamnxw]

holy sh*t, i just turned Opus 5.5 harness engineering into a 600-block playbook so you can steal the blueprint for your next AI agent

every AI builder can steal the harness blueprint

600 patterns and checks across context, tools, control, state, evals and recovery

the patterns to steal:

→ define the deliverable and acceptance checks before execution
→ load relevant context and trim stale tool output
→ give each tool a clear contract and scoped permissions
→ detect repeated failures and agent-loop stagnation
→ checkpoint progress before a session ends
→ resume from saved state after interruptions
→ test the actual output against the task requirements
→ preserve artifacts and evidence for the next session

the architecture:

Opus reasons → the harness manages context and execution → tools act → evals check the result

the part builders should steal:

task → plan → act → verify → checkpoint → continue

start with one workflow:

build a feature, run its tests, save the working state, then resume in a fresh session

record what changed, what passed, what remains and the next action

that handoff gives the next session a concrete place to start

pick the blocks your workflow needs and measure what each one improves

save this, then read the full guide for Opus 5.5 Harness Engineering ↓

[隔岸观火 @kiansamichelle]

hello