# SaaS

Collaborative design platform

Figma is the industry-standard collaborative design platform for UI/UX work, prototyping, and design systems. Runs in the browser with real-time multiplayer editing, components, auto-layout, variants, dev mode, plugins, and FigJam whiteboards. Integrates with AI design-to-code tools like Lovable, v0, Builder.io, and Anima to turn frames into production React, Vue, or iOS/Android code.

The industry standard code editor

Microsoft's free, open-source code editor that has become the most widely used development environment in the world. Lightweight but powerful, with built-in Git, integrated terminal, IntelliSense, debugger, and tens of thousands of extensions. Recent updates add Agent mode for delegating coding tasks to AI, Model Context Protocol (MCP) support, and Next Edit Suggestions. Native GitHub Copilot, remote development via SSH/containers/WSL, and a browser version at vscode.dev.

Run GitHub Actions on faster bare-metal runners with lower Ubuntu per-minute pricing

Blacksmith is a drop-in replacement for GitHub-hosted runners that executes Actions on bare-metal gaming CPUs and source-shaped cache infrastructure. Migration requires a one-line YAML change. Features include colocated warm caches, persistent Docker layer caching on NVMe, CI observability with log search, and Firecracker microVM isolation. SOC 2 Type 2 certified, with Ubuntu x64 pricing at $0.004/min and 3,000 free minutes/month.

Frontend cloud platform

Frontend cloud platform and the creators of Next.js, providing instant Git-push deployments, a global edge network, and serverless compute for modern web apps. Automatic preview URLs for every pull request, Edge Functions for low-latency dynamic content, Image Optimization, Web Analytics, and the Vercel AI SDK for building AI-powered apps. Supports Next.js, React, Svelte, Nuxt, Astro, and all major frameworks. Generous free tier for personal projects and used by enterprises like Washington Post.

Enterprise identity platform by Okta

Auth0 is an enterprise identity platform by Okta providing authentication, authorization, and user management as a service. Supports social login, passwordless, MFA, SAML, OIDC, machine-to-machine auth, and custom database connections. Features Actions for serverless extensibility, Organizations for B2B multi-tenancy, and adaptive MFA with risk assessment. SDKs for all major platforms. Free tier includes 25,000 MAU. Used by thousands of enterprises globally.

Hybrid CI/CD platform with self-hosted agents and cloud orchestration

Buildkite is a hybrid CI/CD platform that separates orchestration from execution. Its SaaS control plane manages pipelines, UI, authentication, and coordination while agents run builds on self-hosted or hosted infrastructure. Current pricing lists Personal at $0, Pro at $30 USD per active user/mo, P95 billing for self-hosted agents, Test Engine, Package Registries, and hosted Mac/Linux agent options.

Cloud-scale monitoring, security, and analytics platform for modern infrastructure.

Datadog is a cloud observability and security platform that unifies metrics, traces, logs, RUM, synthetics, APM, and security signals. Current pricing pages list 1,000+ integrations for Infrastructure Monitoring, with Pro from $15/host/month and Enterprise from $23/host/month when billed annually.

Merge queue, CI insights, flaky-test controls, and stacked pull requests for GitHub teams

Mergify is a pull request automation platform that keeps main branches green with merge queue batching, merge protections, CI Insights, flaky-test detection, and stacked pull requests. Its Stacks workflow turns commits on one local branch into focused PR chains, helping teams review large AI-generated or feature-heavy changes without losing queue safety.

Fully managed vector database built for AI applications at production scale.

Pinecone is a leading managed vector database designed for high-performance similarity search at scale. Purpose-built for AI applications including RAG, recommendation systems, and semantic search. Offers managed serverless infrastructure with automatic scaling, filtering, hybrid retrieval, and namespacing. No infrastructure management required.

Plain English QA testing for rapid MVPs

Stably enables developers to create QA tests in plain English using a no-code editor, with AI ensuring tests remain valid as the application evolves through self-healing locators and assertions. It lowers the barrier to high-quality QA for startups by eliminating the need for scripting knowledge, automatically adapting test steps when UI elements change position or structure.

AI-native end-to-end testing with plain English test authoring

Momentic is an AI-native testing platform that lets teams write end-to-end tests in plain English. It features auto-healing test selectors that adapt to UI changes, instant mobile device emulators, built-in visual regression testing, and AI-powered flaky test handling. Backed by $15M Series A from Standard Capital, it eliminates brittle test maintenance through intelligent element identification and self-repairing test flows.

LSP-powered semantic coding agent via MCP

Serena is a free, open-source coding agent toolkit that provides IDE-like semantic code retrieval and editing capabilities to any LLM via the Model Context Protocol (MCP). Built on Language Server Protocol (LSP) integration, it enables symbol-level navigation, cross-file refactoring, and relational code understanding across Python, TypeScript, Go, Rust, Java, PHP, and more — without requiring file-level reads or text-based search.

High-performance code editor built in Rust

High-performance code editor built entirely in Rust by the creators of Atom and Tree-sitter. GPU-accelerated rendering and a multicore architecture deliver 10x faster startup and 75% lower memory use than Electron editors like VS Code. Native real-time collaboration that works like Google Docs, deeply integrated AI with agentic editing (Claude and more), and Tree-sitter-powered syntax highlighting. Direct-to-display rendering on macOS. Available on macOS, Linux, and Windows.

Google’s app development platform for backend, auth, database, hosting, analytics, and AI features

Firebase is Google’s app development platform providing backend services including Firestore, Realtime Database, Authentication, Cloud Storage, Cloud Functions, Hosting, Analytics, messaging, and AI-connected app features. Current docs foreground Firebase AI Logic for Gemini API access, Genkit for full-stack AI and agentic apps, Firestore vector search, and SQL Connect. Spark plan is free; Blaze is pay-as-you-go.

AI-powered API testing with traffic recording

Keploy is an open-source AI-powered testing platform that generates API, integration, and unit tests by recording real network traffic via eBPF. It captures API calls, database queries, and streaming events, then replays them as deterministic tests with auto-generated mocks — no code changes needed. Works across any language or framework with CI/CD pipeline integration and popular testing framework support including JUnit, PyTest, Jest, and Go-Test.

Infrastructure, instantly

Modern cloud platform for deploying full-stack apps, databases, and workers with instant provisioning and usage-based pricing. Deploy from GitHub or CLI with zero config for Node.js, Python, Go, Rust, and Docker. Built-in PostgreSQL, MySQL, Redis, and MongoDB with auto backups. Features private networking, environment management, cron jobs, TCP proxying, and real-time logs. Popular with indie hackers and startups for fast MVPs with a generous free trial including $5 monthly credits.

Enterprise SSO and directory sync APIs for SaaS applications

WorkOS provides B2B identity infrastructure for SaaS teams that need AuthKit user management, Enterprise SSO, Directory Sync, Admin Portal, audit logs, RBAC/FGA, Radar, and MCP Auth without building every identity integration themselves. It is strongest when enterprise customers require SAML/OIDC, SCIM provisioning, and organization-level auth workflows.

Cloud browser automation via MCP for scalable testing

Browserbase MCP Server gives MCP clients a hosted or self-hostable browser through Browserbase and Stagehand. It exposes tools for starting sessions, navigating, acting, observing, extracting, and taking screenshots, with a hosted Streamable HTTP endpoint for easiest setup and local STDIO/Docker options for teams that want to run the Apache-licensed server themselves.

Web platform for modern development

Jamstack-focused cloud platform specializing in deploying static sites, serverless functions, and modern web applications with Git-based CI/CD. Features instant rollbacks, deploy previews for every PR, split testing, edge functions, form handling, identity/auth, and a global CDN with automatic HTTPS. Native support for Next.js, Nuxt, Gatsby, Hugo, Astro, and all major static site generators. Free $0 forever plan plus Personal and Pro credit-based tiers for growing traffic and team workflows.

LLM evaluation and tracking with RAG triad metrics

TruLens is an open-source framework for evaluating and tracking LLM experiments with feedback functions, RAG triad metrics (answer relevance, context relevance, groundedness), and Honest/Harmless/Helpful evaluations. Features a unified Metric API for systematic evaluation of RAG pipelines and AI agents. 3,200+ GitHub stars, MIT licensed. Snowflake partnership adds enterprise integration. Supports LangChain, LlamaIndex, and custom LLM applications.

Serverless vector and full-text search on object storage

turbopuffer is a serverless vector and full-text search engine built on object storage and vendor-positioned as roughly 10x cheaper than traditional vector databases. Used by Anthropic, Cursor, Notion, and Atlassian for production search workloads. Official site reports 4T+ documents, 10M+ writes/s, and 25k+ queries/s in production systems. Funded by Thrive Capital.

Better Stack is a hosted observability and incident-management platform that combines uptime monitoring, on-call workflows, status pages, logs, traces, metrics, error tracking, session replay, and an AI SRE interface. It is aimed at teams that want one SaaS control plane for telemetry and incident response.

AI full-stack app builder

Build production-ready applications from text and image prompts. Full-stack with Supabase backend, authentication, and one-click deployment. Formerly GPT Engineer, backed by top investors. Targets non-technical founders and product teams who want to go from idea to deployed app in minutes, with AI handling both frontend UI and backend infrastructure setup.

MySQL-compatible serverless database

Relational database platform for MySQL and Postgres with Vitess-backed MySQL scale, PlanetScale Postgres, query insights, deploy-request workflows, and Database Traffic Control. It fits production teams that need managed relational performance, safe schema changes, replicas, and database expertise rather than a simple hobby database.

100% private document Q&A powered by local LLMs

PrivateGPT enables fully private document interaction using GPT-powered RAG without any data leaving your machine. Ingest documents (PDF, DOCX, TXT, and more) and chat with them using local LLMs via Ollama or remote providers. Built on LlamaIndex with Qdrant vector storage. 57,200+ GitHub stars, Apache 2.0 licensed. The go-to solution for air-gapped environments, regulated industries, and anyone who needs document Q&A without cloud data exposure.

Autonomous AI agent for end-to-end software testing

TestSprite is an AI testing agent that autonomously generates test plans, writes test code, executes tests, and reports results without human intervention. Ranked #1 on Product Hunt for Developer Tools in 2025, it handles test creation from natural language requirements through execution and regression tracking. Credit-based SaaS model with 121K+ monthly visits.

Meta's open-source LLM security suite with Llama Guard and CodeShield

PurpleLlama is Meta's open-source suite of tools for evaluating and improving LLM safety. It includes Llama Guard models for input/output content safety classification, LlamaFirewall for multi-layer defense, CodeShield for insecure code detection, and CyberSecEval benchmarks for measuring LLM security. Llama Guard 4 supports multimodal safety across text and images. 4,100+ GitHub stars, backed by Meta AI with 44+ contributors.

AI code review that groups and orders PR changes

Cubic is an AI-powered code review platform used by teams at cal.com and n8n that organizes complex PRs by grouping files logically (Backend → API → UI) and provides an AI walkthrough of changes. At paid/team pricing should be verified in Cubic’s current purchase flow; it solves the jumpiness problem in large pull requests where reviewers lose context hopping between unrelated files, offering one-click fixes and custom rule enforcement.

Modern task queue and workflow orchestration built on PostgreSQL

Hatchet is an open-source task queue and workflow orchestration platform designed as a modern alternative to Celery and BullMQ. Built on PostgreSQL for durability, it handles background jobs, AI agent workflows, RAG pipelines, and GPU task scheduling with TypeScript and Python SDKs. YC W24 batch with 7,400+ GitHub stars, MIT licensed. Supports fan-out, rate limiting, retries, and real-time observability through a web dashboard.

Multi-agent simulation and LLM evaluation platform

Maxim AI is an evaluation and monitoring platform for LLM applications with multi-agent simulation capabilities. Features automated test generation from production traces, custom evaluation metrics, regression detection, and real-time monitoring dashboards. Supports simulating multi-turn conversations for testing chatbots and agents at scale. Provides prompt versioning, A/B testing, and integration with CI/CD pipelines for continuous quality assurance of AI outputs across deployment cycles.

AI-powered pull request summaries and code review

WhatTheDiff is an AI tool that generates human-readable pull request summaries and suggests code improvements. It analyzes code diffs to explain what changed and why in plain language, helping reviewers understand PRs faster. Integrates with GitHub and supports automated refactoring suggestions through a /wtd command. Useful for teams wanting to improve PR review speed and maintain changelog quality.

Serverless vector database with pay-as-you-go API pricing

Upstash Vector is a managed serverless vector database for RAG, semantic search, and embedding lookup. It is separate from the existing Upstash platform record in the aicoolies catalog: this slug covers the Vector product line, not the broader Redis, Kafka, or QStash platform.

The modern terminal with AI

GPU-accelerated terminal built in Rust, now evolved into an Agentic Development Environment (ADE) used by 700K+ developers. Features block-based output navigation, AI command suggestions via the Oz orchestration engine, multi-line editing with syntax highlighting, and a built-in code editor with LSP support. Available on macOS, Linux, and Windows. Includes Warp Drive for sharing workflows, real-time session collaboration, and BYOK support for OpenAI, Anthropic, and Google API keys.

Edge-native vector database for Workers and AI applications

Cloudflare Vectorize is Cloudflare’s managed vector database for Workers and edge AI applications. It is distinct from the existing Cloudflare Workers tool page: Workers is the compute runtime, while Vectorize is the embedding index and vector-query layer used to add semantic retrieval to Cloudflare-hosted apps.

MCP server registry and hosting

Registry and management platform for Model Context Protocol (MCP) servers that helps teams securely discover, install, deploy, and connect MCP servers for AI assistants. Smithery combines a searchable catalog, CLI setup, hosted deployments, namespaces, connection APIs, and scoped service-token flows for clients such as Claude, Cursor, Windsurf, and Codex.

AI-native IDE by ByteDance

VS Code fork with Builder Mode for full-stack project generation from natural language prompts. Offers free access to Claude 3.7 Sonnet, GPT-4o, and DeepSeek models. With 6M+ users and a cloud IDE option, Trae is one of the most accessible AI coding tools for developers who want powerful AI features without upfront costs or complex setup.

The open-source automation server

Open-source automation server for building, testing, and deploying software. Jenkins is the de facto self-hosted CI/CD platform with thousands of plugins for source control, build tools, cloud providers, and notifications. Pipelines are defined as Groovy code (Jenkinsfile) and run on distributed agents. Battle-tested in enterprise environments since 2011 — the reference implementation for self-managed CI before SaaS alternatives existed.

AI codeless test automation across platforms

ACCELQ Autopilot is an AI-powered codeless test automation platform with an Adaptive Relevance Engine that suggests next test steps and self-heals element locators across web, mobile, API, and desktop applications. It provides a unified testing environment that eliminates the need for scripting knowledge while maintaining the depth and flexibility required for enterprise-grade test automation.

English-to-SQL with 100K+ users

AI2SQL converts plain English into optimized SQL queries with automatic schema detection, serving over 100,000 users worldwide. It features SQL explanation for learning, a formula generator for spreadsheets, and extensions for Slack and Chrome, providing a comprehensive ecosystem for non-technical users and developers who want to query databases faster using natural language input.

Build full-stack web & mobile apps on AWS

AWS's TypeScript-based full-stack platform for building and deploying web and mobile applications. AWS Amplify Gen 2 lets developers define backend resources — data, auth, storage, serverless functions — entirely in TypeScript, then auto-provisions AWS resources via CDK. Includes per-developer sandboxes, fullstack branch deployments, real-time data sync, offline support, and seamless Bedrock/Redis integration.

Email API service that gives AI agents their own inboxes and identities

AgentMail is a YC S25 startup that provides email infrastructure specifically designed for AI agents. It gives each agent its own email address and inbox, enabling agents to send, receive, and manage email conversations independently. With $6 million in seed funding from General Catalyst and Paul Graham, and over 500 B2B customers, AgentMail solves the identity and communication gap that arises when organizations deploy autonomous agents that need to interact via email.

AWS's fully managed machine learning service for building, training, and deploying ML models.

Amazon SageMaker is AWS's comprehensive ML platform covering data labeling, notebook environments, model training, hyperparameter tuning, model hosting, and MLOps pipelines. Supports all major ML frameworks. Offers SageMaker Studio as an integrated IDE. Used by enterprises for production-scale ML workloads.

Developer-focused documentation with AI assistance

Archbee is a developer-focused documentation platform with AI assistance for writing technical guides, API documentation, and internal knowledge bases. Built specifically for engineering teams rather than general content writers, it provides specialized code blocks, team collaboration spaces, API reference generators, and version-controlled documentation alongside AI-powered writing suggestions.

Chat with your database in natural language

AskYourDatabase lets users chat with their databases using natural language, automatically generating SQL queries and visualizations from conversational questions. It autonomously creates dashboards and charts from queried data, serving as a self-serve reporting tool that reduces the business intelligence workload on engineering teams by letting non-technical users access data directly.

Developer productivity platform with merge queues and flaky test detection

Aviator is a developer productivity platform combining merge queues, stacked PRs, automated code review, and flaky test management. Its merge queue prevents broken main branches by testing PRs in order before merging. Flaky test detection identifies unreliable tests causing CI failures. Founded by ex-Google engineers who built internal developer tools at scale. YC-backed with $2.3M seed from Elad Gil. Used by Bosch, Benchling, and Lightspeed.

Ephemeral preview environments for every pull request

Bunnyshell automates the creation of full-stack ephemeral environments that spin up for every pull request and tear down when merged. Each environment is a complete replica of the application stack including databases, APIs, and frontend services. Integrates with GitHub, GitLab, and Bitbucket to provide shareable preview URLs for testing, QA, and stakeholder review.

Multi-agent framework for finding scaling laws of agents

CAMEL-AI is an open-source multi-agent framework with 16,500+ GitHub stars, built by a research community of over 100 researchers focused on finding the scaling laws of agents. It supports role-playing agent societies, synthetic data generation pipelines, large-scale social simulations with up to 1M agents via the OASIS platform, and real-world task automation through the OWL project accepted at NeurIPS 2025. CAMEL works with OpenAI, Anthropic, Gemini, Mistral, and local models.

AI security and enablement for enterprise and government

CalypsoAI is an AI security and enablement platform providing model validation, prompt filtering, access controls, and model provenance for enterprise and government deployments. It focuses on high-assurance AI use cases with features for content filtering, usage monitoring, and policy enforcement across LLM applications. Serves Department of Defense and regulated enterprise customers requiring strict AI governance.