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Topic 8 Posts

AI Agentic Workflows

Deep Dive: Leveraging JEPA, Hierarchical Planning, and Energy-Based Models in AI Agentic Workflows

By Piyush in Hierarchical Planning in AI 13 Feb 2025

Explore how JEPA, Hierarchical Planning, and Energy-Based Models (EBMs) enhance AI Agentic Workflows. These techniques improve reasoning, reduce LLM reliance, and optimize decisions in smart assistants, healthcare, robotics, and finance.…

Mastering AI Agentic Workflows: A Practical Guide to Building Next-Gen AI Agents

By Piyush in AI Agentic Workflows 10 Feb 2025

Discover the key principles, best practices, and frameworks for building scalable AI agentic workflows. Learn how to optimize AI agents for reasoning, decision-making, and real-world applications.…

Optimizing Agentic AI Workflows: Strategies for Enhanced Performance and Efficiency

By Piyush in AI Workflow Optimization 22 Oct 2024

This blog explores practical strategies to optimize Agentic AI workflows, focusing on reducing latency and improving throughput in LLM-based applications. Learn how to enhance efficiency through hybrid models, caching, and hardware optimization.…

AI Agentic Workflows: Transforming Industries with LLMs and Generative AI

By Piyush in Generative AI 13 Oct 2024

Discover how AI agentic workflows powered by LLMs and Generative AI are revolutionizing industries. Explore 16 transformative use cases showcasing the future of automation, personalization, and innovation in business.…

Deepening Our Understanding of AI Agentic Workflows: The Evolution of Magentic-One and AutoGen 0.4

By Piyush in AI Agentic Workflows 05 Oct 2024

How Magentic-One’s multi-agent patterns evolved into AutoGen 0.4’s actor-model stack—covering architecture, event contracts, observability, and a pragmatic migration plan.…

Revolutionizing Contact Centers with LLM Agents: A Practical Guide

By Piyush in LLM Agents 30 Sep 2024

A practitioner’s blueprint to deploy LLM agents in contact centers—architecture, safety, RAG, metrics, and a 30/60/90 rollout that drives automation and lowers cost per contact.…

Optimizing AI Agentic Workflows: Reducing LLM Calls for Enhanced Efficiency

By Piyush in Agentic AI 30 Sep 2024

A practical playbook to cut LLM calls—adaptive routing, one-shot multi-head prompts, deterministic tools, precise RAG, and caching—while protecting task success and user experience.…

Understanding AI Agentic Workflows: A New Paradigm in Generative AI

By Piyush in AI agents 22 Sep 2024

A practitioner’s guide to building reliable agentic AI systems—planning, tools, memory, safety, and evaluation—plus a minimal blueprint you can ship now.…

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Topics

Agentic AI: 14 AI Agentic Workflows: 8 AI agents: 7 RAG: 5 observability: 4 LLM Agents: 3 evaluation: 3 Generative AI: 3 orchestration: 3 AI Workflows: 2
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