Prompt Engineering in 2026 — What Still Works, What Doesn't, and What Changed

Modern prompt engineering: instruction clarity, structured prompts, few-shot vs zero-shot, role tags, and the patterns that survive model upgrades.

May 3, 2026 · 4 min · 756 words · Manvendra Rajpoot

Fine-Tuning vs RAG vs Prompting in 2026 — How to Pick the Right Approach

A practical 2026 decision guide for LLM teams. When fine-tuning earns its cost, when RAG is right, when prompting is enough, the hybrid patterns, and the ops realities that change which one fits.

April 29, 2026 · 7 min · 1482 words · Manvendra Rajpoot