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
Agent / LLM Research & Building
Hi, I’m sikm.
Agent / LLM Algorithm Graduate Student
This site is where I keep blog notes, paper reading, project work, and a small amount of personal context around how I build AI systems.
Blog
Technical writing, paper notes, experiment observations, and engineering thinking in one stream.
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 +1
Projects
Case studies that show problem framing, technical choices, and outcomes.
May 14, 2026
A bilingual personal research site built for steady writing, project case studies, and low-maintenance publishing.
May 8, 2026
A staged agent workflow for log diagnosis, evaluated through real failure buckets and evidence quality.
Python Agent Workflow Prompting +1
Latest
Life notes
A small amount of human context beyond pure technical output.
May 2, 2026 · 4 min read
Weekly Reset: Reordering Inputs, Projects, and Attention
Less a productivity trick, more a small rhythm that keeps long-term work from drifting.
Journal Reflection +1