Developer Tools

Tool Modules

Extend Amplifier with specialized tool modules. Safe database access, diagram generation, CI/CD integration, and more.

Tool
Simulated User Research
Scripted personas run genuine first-run sessions against your real app in a real browser. Every finding is labeled with how it was known — observed and reproducible, or simulated and hypothetical.
14 slides
Tool Module
MCP: Three Silent Failures
The MCP client was broken on the new SDK, silently truncating tool lists, and speaking the wrong protocol. Raw wire captures, a cold review that caught two more, and the fix.
11 slides
Tool
amplifier-workspace
One command to a ready-to-work Amplifier development environment
11 slides
Tool Module
Database Tool
Safe SQL queries for AI agents. Six-layer safety system with read-only enforcement, query validation, row limits, and timeouts.
12 slides
Tool Module
Diagrams Tool
Generate diagrams from natural language via Kroki.io. Supports 8 diagram types, 14 templates, zero local dependencies.
12 slides
Tool Module
GitHub Actions Tool
CI/CD integration for AI agents. Smart log handling, safety guardrails, and failed-step prioritization.
12 slides
Tool Module
Longbuilder Tool
Build detailed project plans with AI assistance. Context-aware planning, structured deliverables, and adaptive workflows.
10 slides
Tool Module
UX Analyzer Tool
Computer vision for UX testing with LLMs. Python-based screenshot analysis with color extraction, layout detection, element detection, and OCR.
10 slides
Tool Module
Amplifier SDK
Building on Amplifier Just Got a Whole Lot Easier. TypeScript and Python client libraries for building applications on Amplifier.
Developer Tools
Tool Module
Amplifier VS Code Extension
Native AI assistance in your IDE, powered by the modular Amplifier agent framework.
IDE Integration
Tool Module
Browser Automation with Amplifier
Web automation capabilities for AI agents. Control browsers programmatically with Amplifier.
Automation Tool
Tool Module
Amplifier Forge
Two parallel tracks: restoration of what works and evolution toward what's next.
Development Tools
Tool Module
Polyglot Amplifier
From Python to Rust and beyond. The LSP architecture bet pays off — adding a language requires YAML, not code. Python, Rust, and TypeScript with 17 semantic operations each.
15 slides
Tool Module
Rust Code Intelligence
Full LSP-powered semantic code intelligence for Rust. 17 operations including diagnostics, rename, code actions, type hierarchy, inlay hints, and macro expansion via rust-analyzer.
15 slides
Developer Tool
400 Tabs to 100: How Amplifier Manages Your Browser
AI-powered browser tab management and organization.
16 slides
Tool Module
amplifier-module-auto-title
Your terminal tabs, finally useful — auto-generating meaningful titles for terminal windows with semantic clarity.
7 slides
Tool Module
Nano Banana Pro
Visual intelligence for AI sessions — enabling AI to see, analyze, and compare design mockups instead of generating blindly from text.
5 slides
Tool
The Garden
Describe what you want in natural language and a pull request appears through an AI-powered code generation pipeline.
9 slides
Tool Module
engram-lite: Persistent Memory for AI Agents
Persistent, vector-backed memory for Claude Code and Amplifier agents. Local SQLite with dual-route retrieval, silent by design.
12 slides
Tool Module
amplifier-bundle-gitea — Ephemeral Git Servers
Disposable Gitea instances in seconds via Docker/Podman. Mirror, branch, push, promote — five commands for a full git workflow where AI agents experiment freely without touching production repos.
10 slides
Developer Tool
SessionConfigurator: /config — Live Session Configuration
Interactive configuration tool for Amplifier sessions. Configure providers, models, context depth, hooks, and behavioral modes live. Turn behavioral flags on/off mid-session without restarting.
Announcement
Tool Module
The System That Builds Itself
Bundle generation factory. Describe what you need and BundleWizard scaffolds a complete Amplifier bundle with agents, tools, hooks, and recipes.
michaeljabbour
Tool Module
How Do You Know It's Good?
Scientific rigor for AI evaluation. Structured eval framework with metrics, baselines, and reproducible benchmarks for measuring agent quality.
singh2