Evals
Passing Evals Aren't a Quality Signal
A high eval pass rate tells you your test set is easy, not that your system is working. A practitioner argument for adversarial evaluation, done right
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Discover insights on modern routing solutions and API performance optimization. Your go-to resource for building lightning-fast applications with best practices and real-world implementations.
A high eval pass rate tells you your test set is easy, not that your system is working. A practitioner argument for adversarial evaluation, done right
A high eval pass rate tells you your test set is easy, not that your system is working. A practitioner argument for adversarial evaluation, done right
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There's a meaningful gap between what demo environments show and what production deployments actually handle when they're designed thoughtfully.
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How intelligent model routing works, what FastRouter’s auto mode actually does under the hood, and how to connect it in 10 minutes.
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In this part, we focus on what changed — the shift in how AI systems are used, and why the economics behind them are breaking.
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Why intelligent LLM routing — specifically using FastRouter with OpenClaw — is the most practical answer to that problem, and how to set it up.
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How One Team Built an AI Assistant That Actually Knows Their Product — Without Writing Integrations