Why CEREBRO kept it

Claims 3x token throughput via coding-agent client; unverified.

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• 2026-11-05

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Shares tags: ai/agents · ai/llm-mechanics · cerebro/signal

• semianalysis just dropped GDPx: the best AI agent finishes 12% of real expert work the bigger story is #2. gemini 4 carbon lands 1.1 points behind opus 5.5 at about a third of the cost per task scorx · 2026-11-05
• OpenAI doubled rate limits. Is it enough? I broke down the value of what you get right now, how it compares to before, and how it compares to the Claude Code subscriptions https://t.co/Yj85uOq9Y4x · 2026-11-05
• RT @ClaudeDevs: Background subagents in Claude Code now use less of your usage limit. A running subagent updates its status line every 30 seconds, and each update used to re-read its whole conversatix · 2026-11-05
• Your agent returned the right answer. How many attempts did it take to get there? A retry adds a model call. A slow dependency adds another tool attempt. More context adds tokens. A larger model addsx · 2026-11-04
• beacon.shrss · 2026-11-03
• 我们可能从一开始，就把 Agent Memory 想得太复杂了 最近一篇论文《Is Complex Agentic Memory Always Needed?》做了一个很有意思的实验： 不做 Memory Extraction，不做复杂的知识图谱，也不让 LLM 在写入时反复总结、更新记忆 只保留原始对话历史，在需要的时候检索出来，交给 LLM 自己推理 结果呢？ 在 LoCoMo、Lox · 2026-11-03

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• semianalysis just dropped GDPx: the best AI agent finishes 12% of real expert work the bigger story is #2. gemini 4 carbon lands 1.1 points behind opus 5.5 at about a third of the cost per task scorx · 2026-11-05
• Thinking about shipping a version of my skills to npm/other registries to allow you to use them in software factories. This lets me make them dynamic per agent, and also lets you pin to the version yx · 2026-11-05
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• I am very excited to share that Conductor is joining Meta! We have some big, crazy plans for the next interface. If you liked Conductor, you’re gonna love what’s coming. We’re super excited to workx · 2026-11-05
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