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Architecting efficient context-aware multi-agent framework for production
The scaling bottleneck A large context window will help context‑related problems but won't address all context‑related problems. In practice, the naive pattern...
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My Experience with Google-Kaggle AI agents Intensive Course
My Learning Highlights 1. What an Agent Actually Is Before the course I assumed agents were basically chatbots with extra steps. In reality, an agent includes:...
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Architecting efficient context-aware multi-agent framework for production
The landscape of AI agent development is shifting fast. We’ve moved beyond prototyping single‑turn chatbots. Today, organizations are deploying sophisticated, a...
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🚀 My Key Learnings from the 5-Day AI Agents Intensive (Google x Kaggle)
What concepts resonated most with me? 1. The evolution from models to agents This was the biggest unlock for me. The course made it clear that the future isn’t...
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Can Small AI Agents Work Like a Finance Team? I Tried It.
Developing Invoice Shield Creating an AI Workflow from a Boring Finance Task If you’ve ever worked with invoices, you know the pain: long hours, repetitive che...
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Building a Multi-Agent Document Intelligence System Using ADK: My Most Transformative AI Journey
The Kaggle AI Agents Intensive was more than a learning program for me—it was the moment I truly understood what it means to engineer intelligence. I joined the...
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Day 3: Multi-Agent Systems - The Supervisor Pattern
Welcome to Day 3 of the 4‑Day Series Agentic AI with LangChain/LangGraph. When tasks become complex, a single agent that tries to be a “Researcher, Writer, Edit...
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Multi-Agent Arena: Insights from London Great Agent Hack 2025
What mattered: robust agents, glass-box reasoning, and red-team resilience The post Multi-Agent Arena: Insights from London Great Agent Hack 2025 appeared first...
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[Paper] BAMAS: Structuring Budget-Aware Multi-Agent Systems
Large language model (LLM)-based multi-agent systems have emerged as a powerful paradigm for enabling autonomous agents to solve complex tasks. As these systems...
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[Paper] EnergyTwin: A Multi-Agent System for Simulating and Coordinating Energy Microgrids
Microgrids are deployed to reduce purchased grid energy, limit exposure to volatile tariffs, and ensure service continuity during disturbances. This requires co...