Posts
Building a WhatsApp AI Agent for Automated Booking: Architecture and Design Decisions
February 24, 2026IntroductionMost AI assistant tutorials focus on prompts or models. In production, that is rarely the hard part. The real challenge is building a system that:accepts multiple input... Continue reading
Building an AI Outbound Call Sales Assistant with n8n, Twilio, and ElevenLabs
January 30, 2026IntroductionOutbound sales calls are one of the hardest channels to automate with AI. Latency matters.Costs compound fast.Hallucinations are unacceptable.And voice systems fail loudly when something breaks. In... Continue reading
Building a WhatsApp AI Assistant with Twilio, LangGraph and OpenAI (2026)
January 02, 2026IntroductionBuilding intelligent conversational experiences on WhatsApp requires careful architectural decisions and proper tool integration. This guide demonstrates how to build a production-ready Twilio WhatsApp AI... Continue reading
Laravel DateTime vs Timestamp: Best Practices & Timezones
August 23, 2024IntroductionLaravel makes time handling easy, but choosing the wrong column type or timezone strategy can lead to data integrity issues down the road. While many... Continue reading
Send SMS with PHP and Twilio: Step-by-Step Guide (2025)
September 16, 2024IntroductionGoing with PHP and Twilio to send SMS is a powerful combination. Whether you're looking to build a webapp, a webservice, or even a script... Continue reading
Building a Multi-Agent WhatsApp Assistant with LangGraph
October 03, 2025IntroductionIn this guide, I’ll show you how to create a multi-agent WhatsApp assistant using Python and LangGraph.The goal is to have different AI agents working... Continue reading
How to integrate WhatsApp with Twilio: The practical guide
September 22, 2025IntroductionHey there! If you're looking to add WhatsApp messaging to your app or business workflow, without worrying about the WhatsApp Business API, Twilio makes it... Continue reading
How to handle multiple projects with Python using virtual environments
August 20, 2025IntroductionPython is one of the most popular programming languages nowadays. It typically is the go-to option when doing Data Science, Machine Learning, and AI development.... Continue reading
How to Stop Answering the Same Customer Questions 5x a Day (Without Hiring More Agents)
May 12, 2025IntroductionYour team is answering the same exact questions every single day: “What’s your address?”“Are you open on holidays?”“What’s the return policy?”“Do you offer WhatsApp support?” Whether it’s... Continue reading
Supercharge Your Contact Center: Building Custom Twilio Flex Plugins with React
April 30, 2025IntroductionTwilio Flex is often sold as the programmable contact center, but too many companies just scratch the surface. With custom plugins, you can turn Flex... Continue reading