Building a Deep Research Agent That Verifies Its Sources
Learn how I built a deep research agent that fans out across sources, then refutes its own findings with three skeptics before reporting a single cited claim.
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Learn how I built a deep research agent that fans out across sources, then refutes its own findings with three skeptics before reporting a single cited claim.
Learn why I moved agent orchestration into durable workflow steps instead of a coordinator agent, and the model, safety-gate, and cost tradeoffs it carried.
Map OS abstractions to Claude Managed Agents architecture and build a three-agent auto-PR pipeline that plans, codes, and reviews autonomously.
Discover how Claude Managed Agents replaces months of custom agent infrastructure with a decoupled architecture that cuts time-to-first-token 60%.
Explore Claude Skills' three-tier progressive disclosure architecture and learn to build advanced workflows using executable scripts and team deployment.
Discover why half of all workers avoid AI — and how Claude Skills turn any workflow into a repeatable, quality-controlled playbook. No coding required.