Entries tagged with: ARCHITECTURE
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A Deep Research Agent That Survives Its Own Failures
What we learned from making a research agent durable, routed, visible, and eval-driven.
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An autopsy of Claude Code's deep research
Claude Code's deep-research workflow, pulled from its binary and dissected. Wide search, no second hop.
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Agent-Native Extensibility
How extensibility shifts from packaged plugins to agent-readable recipes, and why the connector is the new extension point.
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Demos Run on Embeddings. Production Runs on Structure.
Why the gap between AI demos and shipping AI is a reliability gap, not a capability gap.
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Stop Using .md for AI Agent Instructions
Files ending in .md trigger automatic processing that breaks agent instruction files. Use dotfiles instead.
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Serving Humans and AI Through Content Negotiation
How I built a dual-format delivery system serving identical content to humans and AI agents with no hidden restrictions.