Mcp
Claude Code
Pgvector
Python
AI
How we built the MCP server behind our AI Assistant for our blog writing process: an ingestion pipeline, pgvector search, FastMCP tools and resources, and
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Articles about Generative AI
Explore how we apply generative AI to real-world problems using large language models (LLMs). These systems can power chatbots, automate workflows, and integrate into existing tools to boost productivity and creativity. In this category, you'll find posts that explain how LLMs work, share lessons from building with them, and highlight the opportunities they create for businesses and teams.
Observability is the capability to understand the internal state of a system purely from its outputs. Rather than instrumenting every internal component or requiring deep
LLM Observability
Tracing
Open Telemetry
Agentic Workflows
At one of our productized services for Ruby and Rails maintenance (FastRuby.io), we spend a lot of time thinking making our processes maintainable, efficient,
AI
Workflow
Case Study
As a year winds down, entrepreneurs often pause to reflect on the risks taken, the lessons learned, the wins celebrated, and the setbacks overcome behind
AI
Multi Modal
Image Generation
LLM
Rails
Ever felt like a superhero after solving a tricky bug or implementing a complex feature in your Rails application? What if you could capture that
AI
Multi Modal
Image Generation
LLM
Rails
Every other week, the FastRuby.io newsletter brings a curated list of the best Ruby and Rails articles, tutorials, and news to your inbox. Our
Marketing
AI
LLM
Large Language Models (LLMs) are widely available and easily accessible and are increasingly a part of business. Whether you’re interacting with an LLM via the
AI
LLM
Prompt Engineering
With the advent of widely available Large Language Models (LLMs), businesses everywhere have sought to leverage these models to handle specific tasks that can increase
Machine Learning
LLM
Rag
We often partner with our friends at Shift Interactive when we need an extra set of hands or expertise to complement our own. Recently
AI
LLM
Chatbot
AI/ml
