How I replaced a keyword-based Claude Code router with one that reads your code graph, scores risk, and learns from past tasks to cut model costs.
Exploring the intersection of software engineering, system design, and AI — one practical lesson at a time.
Senior Software Engineer with 8+ years of experience designing scalable backend systems and high-traffic platforms. This blog documents my journey exploring system design, backend architecture, cloud infrastructure, and AI — sharing practical engineering lessons from real-world systems.
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