NileshPrajapati

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Software Engineering Leadership in the GenAI Era: Architecting Teams, Tooling, and Autonomous Lifecycles

Software Engineering Leadership in the GenAI Era: Architecting Teams, Tooling, and Autonomous Lifecycles

Oct 2, 2026 · 14 min read

Over the past two decades, software engineering leadership has centered on predictable operational rhythms: sizing sprints, streamlining CI/CD pipelines, enforcing code reviews, optimizing team topologies, and mentoring engineers through the... [read more]

Agent Harness Engineering: A Production-Grade Framework for Autonomous AI Agents

Agent Harness Engineering: A Production-Grade Framework for Autonomous AI Agents

Jun 13, 2026 · 21 min read

Building an AI agent demo is easy. You wire an LLM to a few tools, run it in a notebook, and watch it reason its way through a task. It... [read more]

GenAI Observability with MLflow: From MLOps to LLMOps

GenAI Observability with MLflow: From MLOps to LLMOps

May 31, 2026 · 15 min read

I have a long history with MLflow. Back in 2020, when I wrote about operationalizing ML model inferencing, MLflow Model Registry was a central component in the proposed architecture. The... [read more]

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