AIML

Software Engineering and Agentic Coding

SoftwareEngineering-CodeGen

What building a production harness for agentic coding says about how much software engineering is still left to do July 2026 — Chandra Pendyala ABSTRACT: Most production-grade code-generation models have crossed a real usefulness threshold; the question that matters now is not which model to buy but what workflow surrounds it. Two structural facts keep […]

The Optimizer Gap

DSpark Agentic Optimization

From DSpark to Disciplined Agentic AI What a database history lesson says about how much engineering is still left in AI infrastructure June 2026  —  Chandra Pendyala ABSTRACT: DeepSeek’s DSpark is useful as more than a speedup number. Its gain comes from a small structural addition outside a frozen, pretrained model: draft cheaply, estimate survival, […]