
The Small-Model, Large-Verifier Pattern for AI Agents
A practical architecture pattern for using smaller models to act and stronger models to verify, keeping agent quality high without paying premium cost on every step.
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A practical architecture pattern for using smaller models to act and stronger models to verify, keeping agent quality high without paying premium cost on every step.

A practical guide to running agents in shadow mode so you can compare outputs, measure risk, and launch with fewer surprises.

A practical playbook for keeping agent knowledge current with source SLAs, expiration rules, and retrieval pipelines that age gracefully.
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A practical guide to designing background agents that work through queues, recover gracefully, and avoid turning every workflow into a chat session.

A practical security architecture for giving AI agents scoped access through identity layers, short-lived credentials, and brokered permissions.

A practical guide to keeping agent memory useful, safe, and inexpensive by design.

A practical guide to designing clean handoffs so humans stay in control without slowing your agent down.

A practical guide to designing intake forms and request schemas so your AI agent stops guessing and starts delivering consistent outcomes.

A practical cost-control playbook for AI agents, focused on predictable spend without gutting quality.
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