Integrations

Connect Sailfish AI with your entire tech stack

Programming Languages

Languages supported through Language Server Protocol for Spec-Driven Development, code intelligence, and relationship mapping

Python

Full debugging support with rich context, stack traces, and LSP-powered code intelligence via Pyright.

JavaScript

Debug JavaScript applications with full stack traces, runtime context, and LSP code intelligence.

TypeScript

Type-aware debugging with source maps and native LSP support for code intelligence.

C#

LSP support via OmniSharp for .NET code intelligence.

C++

LSP support via clangd for C++ code analysis and navigation.

C

LSP support via clangd for C code intelligence.

Go

LSP support via gopls for Go code intelligence and navigation.

Rust

LSP support via rust-analyzer for Rust code intelligence.

PHP

LSP support via Intelephense for PHP code analysis.

Ruby

LSP support via Solargraph for Ruby code intelligence.

Kotlin

LSP support via kotlin-language-server for Kotlin projects.

Swift

LSP support via SourceKit-LSP for Swift code intelligence.

+206 more languages via LSP

Engineering Ticketing

Issue tracking and project management tools

Jira

Create and link issues with full debugging context automatically.

Linear

Streamline your issue tracking with AI-powered root cause analysis.

Code Platforms

Version control and code repository integrations

GitHub

Link commits, pull requests, and issues with debugging sessions.

GitLab

Integrate your GitLab workflow with powerful debugging insights.

Bitbucket

Connect your Bitbucket repositories with debugging workflows.

Customer Support

Connect customer conversations with debugging workflows

Pylon

Connect customer support conversations with engineering workflows.

Zendesk

Automatically sync bug reports and session replays to your Zendesk tickets.

Intercom

Connect customer conversations with technical debugging context.

Workplace Messaging

Team communication and collaboration

Slack

Get instant notifications for critical issues in your Slack channels.

Frameworks

Web frameworks and libraries supported by Sailfish instrumentation

Python

aiohttp

Async HTTP client/server framework for Python with asyncio.

BlackSheep

Fast async web framework for Python built on asyncio.

Bottle

Lightweight single-file Python micro-framework for web applications.

CherryPy

Minimalist Python web framework with a built-in HTTP server.

Django

Full-featured Python web framework for rapid development.

Eve

Python REST API framework powered by Flask and MongoDB.

Falcon

Minimalist Python ASGI/WSGI framework for building APIs.

FastAPI

Modern, fast Python web framework based on standard type hints.

Flask

Lightweight Python WSGI micro-framework for web applications.

Litestar

High-performance async Python API framework.

Pyramid

Flexible Python web framework that scales from small to large apps.

Quart

Async Python web framework with Flask-compatible API.

Starlette

Lightweight ASGI framework for high-performance async services.

Strawberry

Python GraphQL library using dataclasses and type hints.

Tornado

Python web framework and async networking library.

Desktop Applications

Electron

Build cross-platform desktop apps with JavaScript, HTML, and CSS.

JS/TS Frontend

React

Component-based JavaScript library for building user interfaces.

Vue

Progressive JavaScript framework for building UIs.

Angular

TypeScript-based platform for building web applications.

Next.js

React framework for production-grade web applications.

JS/TS Backend

Apollo Server

Open-source GraphQL server for Node.js.

Express.js

Fast, unopinionated web framework for Node.js.

Mercurius

GraphQL adapter for Fastify with subscriptions and federation.

NestJS

Progressive Node.js framework for scalable server-side apps.

MeteorJS

Full-stack JavaScript platform for web and mobile apps.

Next.js

React framework with server-side rendering and API routes.

Nuxt.js

Vue framework for server-rendered and static web applications.

Node.js

JavaScript runtime built on Chrome's V8 engine.

JS/TS Build Frameworks

esbuild

Extremely fast JavaScript and CSS bundler and minifier.

Rollup

JavaScript module bundler for ES modules.

SystemJS

Dynamic ES module loader for browsers and Node.js.

tsc

TypeScript compiler for type-checking and transpilation.

UglifyJS

JavaScript parser, minifier, compressor, and beautifier.

Vite

Next-generation frontend build tool with instant HMR.

webpack

Static module bundler for modern JavaScript applications.

Build your own integration

Don't see the tool you need? Our API makes it easy to create custom integrations.