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Time Magazine Profiles John Ternus

Andrew Chow, writing for Time: Just below the broad smile he’s been wearing all morning, John Ternus’ hands are shaking. On this September day in Silicon Valley, Apple’s new CEO is surrounded by…

O agente não precisa pensar em voz alta

Hybrid Reasoning Agents combinam raciocínio latente com ações em texto - e forçam a separar eficiência, observabilidade e validação. Agentes de LLM ainda raciocinam e agem quase só em texto.

  • Hybrid Reasoning Agents combine latent reasoning with text-based actions
  • HybridLink manages transition between latent and text modes
  • Agents achieve 10.4% performance improvement over text-based agents

Assume Nothing Persists: Five Free-Tier Myths and a Restart Drill You Can Re-Run

Free compute is easy to start and easy to misread. Your demo works on Friday afternoon. Do you know it works on Monday morning? Here is one reframe that kills most of these myths at once.

  • Free tiers provide temporary access, not permanent servers
  • Data stored locally can be lost; categorize data wisely
  • Health checks must test both liveness and readiness

The Rule of Two for Software Teams

Why two people with real ownership can accomplish more than a larger team kept artificially busy. In Star Wars, the Sith are an order that draws power from the dark side of the Force, driven by…

  • The Rule of Two emphasizes a smaller team of two can outperform larger teams.
  • Adding more people often creates more work and coordination costs.
  • Two individuals with end-to-end responsibility foster better collaboration.

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