Gopi Krishna Tummala

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Agentic AI

The Cutting Edge

From ReAct loops to multi-agent societies—building intelligent systems that reason, plan, and act autonomously.

Agentic AI Course Cover

Learning Path

→ Start with **Part 1: Foundations** (ReAct, LATS, MCP, Reflexion)
→ Move to **Part 2: Production** (Memory, Supervisor, Parallel Tools)
→ Explore **Part 3: Specialized** (Environment Loop, Imagination, Multi-Agent)
→ Finish with **Parts 4-5** for failure modes and production guides

All Posts in This Track

5 articles covering agentic ai

Part 01: Agentic AI Design Patterns — Part 01: Foundations

Advanced Agentic AI 45 min

Jan 15, 2025

Part 1 of a comprehensive guide to agentic AI design patterns. Covers the fundamentals: ReAct loops, planning, tool use, self-consistency, and graph-based reasoning.
Part 02: Agentic AI Design Patterns — Part 02: Production Patterns

Advanced Agentic AI 40 min

Jan 15, 2025

Part 2 of a comprehensive guide to agentic AI design patterns. Covers production-ready patterns: memory management, supervisor/orchestrator, parallel tool execution, and hidden reasoning.
Part 03: Agentic AI Design Patterns — Part 03: Specialized Patterns

Advanced Agentic AI 50 min

Jan 15, 2025

Part 3 of a comprehensive guide to agentic AI design patterns. Covers specialized patterns: embodied agents, 3D scene understanding, imagination loops, multi-agent societies, error recovery, and self-debugging.
Part 04: Agentic AI Design Patterns — Part 04: Failure Modes & Safety

Advanced Agentic AI 30 min

Jan 15, 2025

Part 4 of a comprehensive guide to agentic AI design patterns. Covers common failure modes, safety mechanisms, verifiable pipelines, and how to build reliable production systems.
Part 05: Agentic AI Design Patterns — Part 05: Production Guide

Advanced Agentic AI 35 min

Jan 15, 2025

Part 5 of a comprehensive guide to agentic AI design patterns. Covers 2025 trends, cost optimization, case studies, production checklist, and the state of the field.