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9 atoms · 跨 1 天 · 首见 2026-05-01 · 最近 2026-05-01

三色: 🟦 fact 5 · 🟥 take 4 · stance ▲0/▼3/◆5

来源: X 9

时态: fresh:9

标签: 好观点:5 · 好数字:3 · 好信源:1

事实 (fact) (9)

• 2026-05-01 · tracked 112 experienced software developers using AI agents in their actual jobs
  Researchers from UC San Diego and Cornell tracked 112 experienced software developers using AI agents in their actual jobs.
  tags: 好信源 · → daily
• 2026-05-01 · A separate randomized trial showed that experienced open source maintainers were 19% slower when allowed to use AI
  A separate randomized trial they cite showed that experienced open source maintainers were 19% slower when allowed to use AI.
  tags: 好数字 · → daily
  value: qty=19% slower
• 2026-05-01 · A different agentic system deployed in a real issue tracker had only 8% of its invocations result in a merged pull request
  A different agentic system deployed in a real issue tracker had only 8% of its invocations result in a merged pull request.
  tags: 好数字 · → daily
  value: qty=8%
• 2026-05-01 · 92% failure rate in production
  92% failure rate in production.
  tags: 好数字 · → daily
  value: qty=92%
• 2026-05-01 · experienced developers plan before they prompt
  They plan before they prompt. They write out the architecture, the constraints, and the edge cases first, then hand the agent a tightly scoped task.
  tags: 好观点 · → daily
• 2026-05-01 · experienced developers review every diff
  They review every diff. Not because they're paranoid. Because they've seen what happens when you don't.
  tags: 好观点 · → daily
• 2026-05-01 · experienced developers constrain the agent's blast radius
  They constrain the agent's blast radius. Small, well-defined tasks only. The moment a problem touches multiple systems or has unclear requirements, they take over.
  tags: 好观点 · → daily
• 2026-05-01 · experienced developers feel positive about AI agents only when they remain in control
  experienced developers feel positive about AI agents only when they remain in control.
  tags: 好观点 · → daily
• 2026-05-01 · developers shipping the most with AI right now have the strictest review processes, the tightest task scoping, and the clearest mental model
  The developers shipping the most with AI right now aren't the ones vibing. They're the ones with the strictest review processes, the tightest task scoping, and the clearest mental model of what the agent can and cannot do.
  tags: 好观点 · → daily

时间轴 (近 20)

• 2026-05-01 · fact · tracked 112 experienced software developers using AI agents · → daily
• 2026-05-01 · fact · experienced developers plan before they prompt · → daily
• 2026-05-01 · fact · experienced developers review every diff · → daily
• 2026-05-01 · fact · experienced developers constrain the agent's blast radius · → daily
• 2026-05-01 · fact · A separate randomized trial showed that experienced open sou · → daily
• 2026-05-01 · fact · A different agentic system deployed in a real issue tracker · → daily
• 2026-05-01 · fact · 92% failure rate in production · → daily
• 2026-05-01 · fact · experienced developers feel positive about AI agents only wh · → daily
• 2026-05-01 · fact · developers shipping the most with AI right now have the stri · → daily

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