May 10, 2026 · 7 min read
Rethinking Agent Design Through State
State transitions and explicit boundaries usually stabilize an agent system more than endless prompt tweaking.
Agent LangGraph Workflow
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Long-form notes on agent systems, LLM engineering, paper reading, and practical implementation.
May 4, 2026 · 5 min read
RF-DETR Reading Note: Start from the Task, Not Only the Metric
A research note is stronger when it reconnects paper results with task framing, data conditions, and failure modes.
Research Object Detection RF-DETR