Learn about FileMaker, web apps, API's and AI.
Discover how the Loggix manifesto 'Necessity-Driven Development' helps entrepreneurs and FileMaker developers make better software decisions in the AI era.
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FileMaker 2026 brings major improvements in the areas of AI, performance, and reliability. These are the 10 features you'll notice directly as an end user.
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Did you know Microsoft has open-sourced a voice AI model that can generate up to 90 minutes of multi-speaker audio from text? VibeVoice is Microsoft's open-source voice AI framework designed for long-form speech generation, real-time text-to-speech, speech recognition, and multi-speaker conversational audio. Unlike traditional text-to-speech systems that struggle with long conversations, speaker consistency, and natural turn-taking, VibeVoice is designed to generate podcast-quality conversations, voice agents, audiobooks, and long-form spoken content with remarkable coherence. Whether you're building AI voice agents, podcast generators, customer support systems, or conversational applications, VibeVoice provides a powerful open-source foundation.
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AI has long since stopped being just about chatting. The real power emerges when an AI model understands and can retrieve your own knowledge, documents, manuals, emails, or project information. That's where embeddings come in.
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Did you know you can deploy an AI agent, Python API, MCP server, or backend application without managing servers? Railway is a modern cloud deployment platform that allows developers to deploy applications directly from GitHub with almost zero DevOps experience. Instead of configuring virtual machines, Docker servers, SSL certificates, networking, and scaling infrastructure manually, Railway automatically builds, deploys, monitors, and scales your applications. Whether you're building a FastAPI backend, LangGraph agent, CrewAI workflow, Open WebUI instance, MCP server, Pipecat voice agent, or a full SaaS application, Railway makes deployment incredibly simple.
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Did you know you can run your own ChatGPT-like interface locally without paying for expensive AI platforms? Open WebUI is an open-source, self-hosted AI platform that provides a beautiful web interface for interacting with AI models. It supports local models through Ollama, cloud models such as OpenAI and Gemini, knowledge bases, AI agents, pipelines, and multi-user collaboration. Whether you're an AI enthusiast, developer, consultant, or business owner, Open WebUI makes it easy to create your own private AI workspace.
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Do you know you can build a real-time AI voice agent without paying for expensive voice agent platforms? Pipecat is an open-source Python framework for building real-time voice and multimodal AI agents. Instead of manually connecting speech-to-text, AI models, and voice generation services, Pipecat orchestrates everything through a low-latency pipeline designed for natural conversations. Whether you're building an AI receptionist, appointment booking assistant, customer support agent, or phone-based AI assistant, Pipecat provides the tools needed to get started quickly.
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How do you handle inventory management when your assortment consists of a complex mix of products and components.
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Use the FileMaker Claude Skill to hook up your vibe coded app to FileMaker data.
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