In this tutorial, we build an advanced, fully autonomous logistics simulation in which multiple smart delivery trucks operate within a […]
Category: Tutorials
How to Build a Proactive Pre-Emptive Churn Prevention Agent with Intelligent Observation and Strategy Formation
In this tutorial, we build a fully functional Pre-Emptive Churn Agent that proactively identifies at-risk users and drafts personalized re-engagement […]
How to Build a Fully Autonomous Local Fleet-Maintenance Analysis Agent Using SmolAgents and Qwen Model
In this tutorial, we walk through the process of creating a fully autonomous fleet-analysis agent using SmolAgents and a local […]
A Coding Guide to Design a Complete Agentic Workflow in Gemini for Automated Medical Evidence Gathering and Prior Authorization Submission
In this tutorial, we devise how to orchestrate a fully functional, tool-using medical prior-authorization agent powered by Gemini. We walk […]
How to Build a High-Performance Distributed Task Routing System Using Kombu with Topic Exchanges and Concurrent Workers
In this tutorial, we build a fully functional event-driven workflow using Kombu, treating messaging as a core architectural capability. We […]
A Complete Workflow for Automated Prompt Optimization Using Gemini Flash, Few-Shot Selection, and Evolutionary Instruction Search
In this tutorial, we shift from traditional prompt crafting to a more systematic, programmable approach by treating prompts as tunable […]
How to Orchestrate a Fully Autonomous Multi-Agent Research and Writing Pipeline Using CrewAI and Gemini for Real-Time Intelligent Collaboration
In this tutorial, we implement how we build a small but powerful two-agent CrewAI system that collaborates using the Gemini […]
How to Design a Gemini-Powered Self-Correcting Multi-Agent AI System with Semantic Routing, Symbolic Guardrails, and Reflexive Orchestration
In this tutorial, we explore how we design and run a full agentic AI orchestration pipeline powered by semantic routing, […]
How to Design a Fully Local Agentic Storytelling Pipeline Using Griptape Workflows, Hugging Face Models, and Modular Creative Task Orchestration
In this tutorial, we build a fully local, API-free agentic storytelling system using Griptape and a lightweight Hugging Face model. […]
A Coding Guide to Build a Procedural Memory Agent That Learns, Stores, Retrieves, and Reuses Skills as Neural Modules Over Time
In this tutorial, we explore how an intelligent agent can gradually form procedural memory by learning reusable skills directly from […]