AI Agents & Multi-Agent Systems

Building agents that actually work: AutoGen and AG2 orchestration, OpenAI Swarm, Google ADK, agent-to-agent protocols, tool use, and the engineering around autonomous systems.

20 articles

• Geek Out Time: Agent Harness Exploration (Part 1) -What Happens When Success Is Impossible?Jul 2026
• Geek Out Time: Can AI Do Research by Itself? I Tried AutoResearch on Singapore Hawker FoodApr 2026
• Geek Out Time: Running FastMCP with DeepSeek on Google ColabJan 2026
• Geek Out Time: From Ontology to AI Agents -Determinism Matters in High-Compliance IndustriesJan 2026
• Geek Out Time: From Prompts to Programs -How Open-Source DSPy + DeepSeek Train Better Autogen…Sep 2025
• Geek Out Time: Building a Kid-Safe AI Agent with Multi-Layer Protection (TF-IDF & Content…Aug 2025
• 𝗚𝗲𝗲𝗸 𝗢𝘂𝘁 𝗧𝗶𝗺𝗲: Training AI Agents for Tool Use with Reinforcement Learning in Google…Aug 2025
• Geek Out Time: Human-in-the-Loop Safety for High-Stakes AI Agents (HumanLayer + GPT-4 on Google…Jul 2025
• Geek Out Time: Routing Meets Retrieval-Context-Aware Multi-Agent Orchestration with AG2 + FAISSJul 2025
• Geek Out Time: Supercharging Multi-Agent AI: Hybrid Routing with AG2(formerly Autogen)Jun 2025
• Geek Out Time: Building an Agent2Agent Startup Coach with the newly released Google ADK(Agent…Apr 2025
• Geek Out Time: Building a Multi-Agent Financial Advisor Copilot with AG2 (formerly AutoGen)…Mar 2025
• Geek Out Time: Build Your Own Autonomous AI Agent Backed by the Top Open-Source LLM DeepSeek v3 and…Jan 2025
• Geek Out Time: Building an Interactive Career Coach with Google Colab and Synthesizing Agents Using…Nov 2024
• Geek Out Time: Play with the newly released OpenAI’s SwarmOct 2024
• Geek Out Time: Building an Interactive Career Coach with AutoGen GroupChatSep 2024
• Geek Out Time: Creating a Graph-Based FSM Group Chat with Autogen (not Autogen Studio)locally with…Aug 2024
• Geek out time: Creating an Agent with Customized Skill in AutoGen BuilderJul 2024
• Geek Out Time: Creating a Local AI Agent on My Mac Using Autogen Builder with the Local LLM…Jul 2024
• Geek Out Time: Play with AutoGenOct 2023