Blog
Insights on prompt engineering, version control for AI, and building production applications with LLMs.
Managing Prompts for AI Agent Systems
AI agents have more prompts than traditional apps, and those prompts change more often. Here's why centralized prompt management matters for agent systems and how to set it up.
Introducing Montage: Remote Config for AI Prompts
Montage is a prompt management platform that lets you update AI prompts in production without redeploying. Version control, rollback, and team collaboration for every prompt in your stack.
Why Your AI Prompts Need Version Control
Your code has git. Your feature flags have audit logs. Why are your AI prompts still untracked string literals? Here's why prompt version control matters and what it actually looks like.
5 Prompt Engineering Patterns That Scale
Battle-tested patterns for managing AI prompts in production applications, from separating static and dynamic content to building version-safe variable contracts.
The Hidden Cost of Hardcoded Prompts
Hardcoded prompts seem harmless until you need to change them urgently and realize it takes a full deploy. Here's what teams don't account for when they embed prompts in code.
How We Built GitHub Integration for Prompt Management
A technical deep dive into how Montage scans GitHub repos for hardcoded prompts, generates replacement PRs, and keeps prompts in sync, all from the dashboard.
Let Claude Code Manage Your AI Prompts
AI coding tools like Claude Code and Codex can pull, edit, and publish prompts through the Montage CLI. Your AI engineer can manage your AI prompts.