Why CEREBRO kept it

Token usage analysis from 1.1M API requests, relevant cost data

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• 2026-11-10

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

• When Anthropic release a new model it's always worth taking a look at their updated prompting guide - here's an entertaining tip to make Fable 5.2 less likely to be cautious in how it improves existinx · 2026-11-10
• Really interesting though: when you switch to 'code only' mode (only uses code benches), the gap gets way smaller Also worth noting that xhigh and max score WORSE on the code benches compared to highx · 2026-11-10
• The $200 Claude Ultra plan gets you $15,000 of Opus 5.5 in a month, but only around $3,000 of Fable 5.5. Even ignoring that Fable is restricted to 50% of your weekly limit, it burns faster per $ thanx · 2026-11-10
• As an Agentic AI Engineer in 2026. Please learn: 1. Context engineering & memory: what enters the context window, what gets summarised, what gets retrieved later. Otherwise the agent re-reads the sax · 2026-11-10
• Amazon saves millions by replacing Sonnet 4.6 with Strands Deciderhackernews · 2026-11-10
• Solution to the compaction/200k issue in Chat/Cowork, NOT in Code?reddit · 2026-11-10

Also from x.com

• When Anthropic release a new model it's always worth taking a look at their updated prompting guide - here's an entertaining tip to make Fable 5.2 less likely to be cautious in how it improves existinx · 2026-11-10
• 'Tab complete' prompt suggestions are now in T3 Code as an experimental toggle :) https://t.co/egicjw3kEEx · 2026-11-10
• Really interesting though: when you switch to 'code only' mode (only uses code benches), the gap gets way smaller Also worth noting that xhigh and max score WORSE on the code benches compared to highx · 2026-11-10
• Overhauled the flow for controlling T3 Code from other devices :) You can now cmd+k 'mcp' to set up the connector for whatever agents you want to control T3 Code from :) https://t.co/1QjPRyk4tix · 2026-11-10
• RT @0xSero: T3Code has a grok bot type experience built in for environments..... I can take over from my macbook. Thanks everyone who worked on this, actually haven't had an easier time working everx · 2026-11-10
• The complete and utter domination of Opus 5.5 is hard to put into words. I charted out the split of Codex vs Claude in T3 Code over time. Never seen anything like this before. https://t.co/yePG0DsGDXx · 2026-11-10