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Harshit Kumar

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Agentic AI

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Exploring AI agents, multi-agent systems, and protocols like MCP that enable LLMs to act autonomously, use tools, and interact with the world.

3 posts

  • Frontier AI Models Evaluation Benchmarks
    LLM

    Frontier AI Models Evaluation Benchmarks

    A guide to frontier AI model benchmarks in 2026, covering MMLU, GPQA Diamond, HLE, SWE-bench, ARC-AGI-2, MMMU, Arena Elo, etc. What each benchmark measures, which models lead, why...

    Jun 26, 2026 · 27 min read
  • Introduction to Model Context Protocol (MCP)
    Agentic AI

    Introduction to Model Context Protocol (MCP)

    MCP is an open-source protocol that standardizes how LLMs connect to external tools and data sources, replacing fragile custom integrations with a common interface.

    Feb 20, 2026 · 15 min read
  • Prompt Engineering Techniques: How to Write Effective Prompts
    LLM

    Prompt Engineering Techniques: How to Write Effective Prompts

    A deep-dive into prompt engineering techniques from few-shot prompting and chain-of-thought, ReAct, and prompt injections with examples.

    Oct 10, 2025 · 14 min read
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