Context Engineering in Google ADK: The Ultimate Guide to Building Scalable AI Agents
Jan 12 · 17 min read · Your AI agent just burned through $500 in API costs—processing the same conversation history 47 times. Every developer hits this wall: agents that forget critical details mid-conversation, multi-agent systems that can't coordinate without exploding t...
Join discussion
🛡️ FinPal — The AI We Built to Protect People From Hidden Loan Traps & UPI Scams
Dec 7, 2025 · 4 min read · Not everyone checks their phone notifications — but scammers definitely do. We kept seeing people around us fooled by: “Send ₹1 to get refund” messages “0% EMI” loans that quietly hide processing fees + penalties Confusing RBI cybersecurity rules ...
Join discussion
Day 4 – The Brain: Assembling Your First Agent
Dec 6, 2025 · 3 min read · Series: 30 Days of Building Agents from Scratch Welcome to Day 4. On Day 3, we built the "Hands" of our system: the get_weather tool. It’s a solid piece of Python logic that knows how to fetch data, but it sits there waiting to be called. Today, we b...
Join discussion
Day 1: Stop Building Chatbots. Start Building Agents.
Dec 1, 2025 · 6 min read · Welcome to Day 1. If you have been watching the AI space, you know things are changing fast. For the last year, everyone has been building Chatbots. Chatbots are fun, but they have a problem: they just talk. They can’t really do anything, and they us...
Join discussion
Navigating the Multi-Agent Maze: Choosing the Right ADK Orchestration Pattern
Nov 17, 2025 · 9 min read · The promise of AI agents goes beyond simple chatbots. Modern AI applications demand sophisticated, collaborative systems that can tackle complex problems by breaking them down into manageable, specialized tasks. This is where multi-agent systems shin...
Join discussion
Fortifying the Foundation: A Guide to AI Agent Evaluation
Oct 29, 2025 · 4 min read · In the rapidly evolving landscape of AI, intelligent agents are transforming workflows by automating tasks and providing instant insights. However, relying on these autonomous systems requires a robust evaluation strategy. Unlike traditional determin...
Join discussion
Cómo ADK está cambiando la forma de consultar datos en BigQuery (¡en pocas líneas de código!)
Jul 2, 2025 · 2 min read · Como ingeniero de datos, pocas cosas me emocionan más que encontrar herramientas que realmente simplifican nuestro trabajo diario sin sacrificar flexibilidad ni potencia. Hoy quiero contarles sobre algo que descubrí y que, sinceramente, me parece un ...
Join discussion
How ADK is Changing the Way We Query Data in BigQuery (in just a few lines of code!)
Jul 2, 2025 · 2 min read · As a data engineer, few things excite me more than finding tools that truly simplify our daily work without sacrificing flexibility or power. Today I want to tell you about something I discovered that, honestly, I believe is a game changer: the built...
Join discussion
Docker Model Runner is available on Linux...
Jun 11, 2025 · 8 min read · Those who have been following me for some time know that I've developed a sort of addiction to SLMs (Small Language Models) and that I enjoy running them on my Raspberry Pi 5 (8GB RAM) with Ollama. By doing this, my goal is threefold: Demonstrate th...
Join discussion