Build AI Your Way
With Amplifier

Pick your model. Add your tools. Define your workflow. Every piece works independently, swaps instantly, and composes into something powerful.

uv tool install git+https://github.com/microsoft/amplifier

Amplifier is open by design.

Most AI tools hide how they work. Amplifier shows you everything. Inspect any component, swap any piece, own the whole stack.

Use any model

The model is a component, not a cage. Switch providers without rewriting anything. Your tools and workflows just work.

See everything

Watch it think. Every decision logged, every tool call visible. When something breaks, you know exactly where and why.

Own your setup

Your agent is a file you can read, version, and share. Not a subscription. Not a black box. Yours.

Built from composable pieces.

Providers connect to any LLM. Tools give agents capabilities. Workflows orchestrate complex tasks. Each piece works independently, but they compose into something powerful. That's why it's a platform, not just a wrapper around someone else's API.

Providers

Connect to any LLM. Anthropic, OpenAI, Google, Azure, AWS, Ollama, or bring your own.

ClaudeGPT-4GeminiLlama

Tools

Give your agent capabilities. File access, web search, code execution, or build your own.

filesystembashwebsearchtasktodo

Agents

Specialized personas for specific tasks. Security reviewers, writers, architects, analysts.

explorerarchitectreviewer

Recipes

Multi-step workflows with checkpoints. Chain agents together, add approval gates, resume anytime.

code-reviewdeploy

See how it works.

Run one command and watch the entire flow. Every tool call is logged. Every decision is explained. You're not looking at a black box that gives you answers - you're watching a transparent system that shows you how it thinks.

Every tool call logged

Every decision explained

Swap models mid-session

Try it yourself

$ amplifier run "Review this PR for security issues" → Provider: claude-sonnet-4 (anthropic) → Tools: filesystem, search, bash ◐ Reading changed files... ◐ Analyzing src/auth.py for vulnerabilities... ⚠ Found 2 issues: 1. SQL Injection Risk (Line 47) user_query = f"SELECT * FROM users WHERE id = {user_id}" → Use parameterized queries instead 2. Missing Input Validation (Line 23) → Add length limits to prevent DoS ✓ Review complete. 2 issues, 0 false positives. $ amplifier provider use openai # Switch to GPT-4 ✓ Provider updated. Next run will use gpt-4.

Capture your workflow as code.

A bundle is your entire setup in plain text. The providers you trust, the tools you need, the behaviors you've refined. As you work, you adapt it. As you share it, others adapt theirs. The more you use it, the more it becomes yours.

security-reviewer.md

---
bundle:
  name: security-reviewer
  version: 1.0.0

providers:
  - anthropic           # Or openai, google, ollama...

tools:
  - filesystem          # Read code
  - search              # Find patterns
  - bash                # Run security tools

behaviors:
  - secure-by-default   # Security-first mindset
---

# Security Reviewer

You review code for vulnerabilities.

## Focus on:
- SQL injection, XSS, auth bypasses
- Secrets in code
- Missing input validation

42 lines. That's the entire agent.

Debug in minutes

Every tool call logged. When it breaks, trace the exact line that failed.

Swap anything

Change models, tools, providers. Your setup evolves as fast as AI does.

Share like code

Git push. PR review. Hand it to a teammate. No screenshots, no wikis.

Your data stays yours

Run locally. Inspect every call. Add approval gates. Nothing leaves without your say.

Built by different minds.
Ready for yours.

Every bundle carries someone's approach to solving problems. Install theirs. Add your perspective. When you share back, you're teaching others a new way to think. The more perspectives, the smarter the community.

Explore on GitHub

Ready to build?

uv tool install git+https://github.com/microsoft/amplifier

Quick Start Guide See the Stories

Questions? Join the discussion

Build AI Your WayWith Amplifier

Amplifier is open by design.

Use any model

See everything

Own your setup

Built from composable pieces.

Providers

Tools

Agents

Recipes

See how it works.

Capture your workflow as code.

Debug in minutes

Swap anything

Share like code

Your data stays yours

Built by different minds.Ready for yours.

Recipes

Design Intelligence

Issues

Transcribe

Blog Creator

Voice Assistant

Tool Generator

Playground

Session Analyzer

Benchmarks

Lakehouse

AWS Bedrock

Recipes

Design Intelligence

Issues

Transcribe

Blog Creator

Voice Assistant

Tool Generator

Playground

Session Analyzer

Benchmarks

Lakehouse

AWS Bedrock

Recipes

Design Intelligence

Issues

Transcribe

Blog Creator

Voice Assistant

Tool Generator

Playground

Session Analyzer

Benchmarks

Lakehouse

AWS Bedrock

OpenAI Realtime

Memory

Expert Cookbook

Image Generation

YouTube Download

Whisper

Style Extraction

Markdown Utils

RLM

Tool Memory

Event Broadcast

Explanatory Mode

OpenAI Realtime

Memory

Expert Cookbook

Image Generation

YouTube Download

Whisper

Style Extraction

Markdown Utils

RLM

Tool Memory

Event Broadcast

Explanatory Mode

OpenAI Realtime

Memory

Expert Cookbook

Build AI Your Way
With Amplifier

Built by different minds.
Ready for yours.