Building Navi: An Agentic Layer Inside a Legacy PHP Codebase
How I dropped a production-grade agent into a decade-old PHP application by treating context, model routing, and sparse data layers as first-class architectural concerns.
Read about my career journey, key achievements, challenges overcome, and lessons learned as a Lead Developer. Each story connects technologies and projects to real experiences.
Showing 6 of 6 stories
How I dropped a production-grade agent into a decade-old PHP application by treating context, model routing, and sparse data layers as first-class architectural concerns.
How I turned a slow, human-in-the-loop procurement intake process into a nine-stage automated pipeline that classifies, summarizes, and validates documents at scale.
How I evolved from a developer to a team leader while scaling a critical government services platform.
How implementing DevOps practices transformed not just our deployment process, but our entire development culture.
The technical and strategic challenges of migrating a legacy monolithic application to a modern cloud architecture.
My early career years where I learned the fundamentals of web development and discovered my passion for solving complex technical problems.
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