January 12, 2026

Agentic AI ya MCP? Real difference yeh hai

This Hinglish episode moves beyond prompt engineering into context, MCP, and the system design choices that make AI behaviour more reliable.

Episode cover for Agentic AI ya MCP? Real difference yeh hai

In Simple Terms

The useful idea from this episode.

This Hinglish episode moves beyond prompt engineering into context, MCP, and the system design choices that make AI behaviour more reliable.

  • Watch or listen for the concept first, then connect it to the practical decision.
  • Use the notes below as the written companion when you want to revisit the explanation.

About In Simple Terms

Complex technology concepts explained calmly and practically.

In Simple Terms is where I practice explaining the systems people keep asking about: AI, AEM, blockchain, architecture, platforms, and the decisions behind them.

Episode Notes

What this episode covers.

This Hinglish conversation picks up where prompt engineering leaves off: if the prompt is powerful, why does the same prompt still produce different behaviour?

The episode explains MCP, context, bounded AI, governance, and the shift from prompt writing to designing the environment around AI systems.

Best for listeners who already understand basic prompting and want a practical view of reliable AI workflows, tool access, and control boundaries.