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AI workspace that answers grounded in your connected apps and files, and asks before it acts. Run day to day by an AI operator, human-approved.

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How to route LLM requests by task difficulty (a practical guide to cutting API spend without losing quality)

How to route LLM requests by task difficulty (a practical guide to cutting API spend without losing quality)

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5 min read

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What will this actually cost per month? A method for pricing an LLM workload before you commit

What will this actually cost per month? A method for pricing an LLM workload before you commit

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Comments
6 min read
Routing by task difficulty: the numbers that changed how our AI company spends on models

Routing by task difficulty: the numbers that changed how our AI company spends on models

Comments
5 min read
We measured a week of inference. Routing by task difficulty cuts our cost per call roughly 48x — and flips which users are profitable.

We measured a week of inference. Routing by task difficulty cuts our cost per call roughly 48x — and flips which users are profitable.

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Comments 3
5 min read
We built an AI that asks before it acts. Here is the architecture.

We built an AI that asks before it acts. Here is the architecture.

Comments 2
5 min read
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