Best tools for Full-Stack Development

Autonomous AI software engineer by Cognition

Devin is Cognition's managed AI software engineer for delegating engineering tasks to cloud and desktop agents. It can plan work, navigate codebases, write and run code, test changes, open PRs, review/autofix issues, and collaborate through GitHub, GitLab, Bitbucket, Linear, Jira, Slack, and Teams. Current Devin surfaces include Devin Cloud, Devin Desktop, Devin CLI, Devin Review, Windows VM support, DeepWiki, Ask Devin, and team/enterprise controls.

Git-friendly offline API client

Open-source API client for testing REST, GraphQL, and gRPC APIs as a lightweight, privacy-focused alternative to Postman. Stores API collections as plain files in your Git repository for easy version control and team collaboration. Features environment variables, scripting, collection runner, and a declarative syntax called Bru. Offline-first with no cloud account required. Available on macOS, Windows, and Linux. 44K+ GitHub stars and growing rapidly among developers leaving Postman.

Framework for evaluating LLM and agent performance

OpenAI Evals is an open-source framework and benchmark registry for evaluating LLM performance on custom tasks. It provides infrastructure for writing evaluation prompts, running them against models, and recording results in a structured format for comparison. The hosted Evals API on the OpenAI platform adds managed run tracking, dataset management, and programmatic access to evaluation pipelines. With 17,700+ GitHub stars, it serves as a foundation for systematic LLM quality measurement.

Prompt registry, observability, and evaluation workflows for LLM applications.

PromptLayer is a prompt management, observability, and evaluation platform for LLM applications. Teams use its Prompt Registry, visual editor, request logs, Tables, evaluations, Tool Registry, and Skill Collections to version prompts, replay requests, compare variants, run datasets, and ship prompt changes without redeploying code. Pricing starts with Free $0 for 5 users and 2.5K requests/month, Pro $49/month, Team $500/month, and Enterprise custom.

Open-source AI code review with hybrid AST-LLM

Kodus is an open-source AI code review platform that combines AST analysis with LLM reasoning to reduce noisy comments. Kody learns team standards, supports GitHub, GitLab, Bitbucket, and Azure DevOps, is model-agnostic across Claude, GPT, Gemini, Llama and OpenAI-compatible endpoints, and offers free/community, $10/dev monthly or $8/dev annual Teams, and Enterprise options.

AI code generation and autocomplete with code search

Blackbox AI is a multi-modal AI coding assistant providing real-time code generation, intelligent code search across 100M+ open-source repositories, and access to 300+ AI models for diverse development tasks. It consolidates code generation, debugging, testing, documentation, and search into a single platform. Stands out for extracting code from videos, images, and Figma designs — going beyond text-only AI assistants.

AI red teaming and infrastructure security scanner by Tencent

AI-Infra-Guard is Tencent's open-source AI security platform providing one-click evaluation of AI infrastructure risks across five modules. It covers insecure config detection, multi-agent workflow evaluation, MCP server scanning across 14 risk categories, vulnerability scanning for 55+ AI frameworks with 1,000+ CVE mappings, and jailbreak evaluation for prompt robustness. Deployable via Docker with academic backing from Peking and Fudan Universities.

A fast, cross-platform terminal

Self-described 'fastest terminal emulator in existence' — a GPU-accelerated, cross-platform terminal written in Rust focused on simplicity and performance. No tabs, splits, or built-in multiplexer — designed to pair with tmux or Zellij. Configured via YAML with a minimal feature set that prioritizes speed above all else. Supports true color, Vi mode, regex search, and clickable URLs. Available on macOS, Linux, Windows, and BSD. 57K+ GitHub stars.

Cloud browser infrastructure for AI agents

Anchor Browser provides secure cloud-managed browser infrastructure for computer-use agents. Deploy humanized Chromium instances that access any website while maintaining bot-detection evasion and authentication support. Features OmniConnect for authentication lifecycle management, Web Action Cache for deterministic workflows, and built-in VPN infrastructure. Includes free tier and paid plans supporting millions of concurrent browser sessions for scalable agent automation.

Native Linux containers on macOS via Apple Virtualization

Apple Containerization is Apple's official Swift package for running Linux containers natively on macOS using the Virtualization framework. It provides near-native performance without Docker Desktop's heavyweight VM, supporting OCI images, container networking, and a command-line interface. The library leverages Apple Silicon hardware acceleration for minimal overhead container execution on Mac development machines.

A better way to use the internet

Chromium-based browser by The Browser Company that reimagines the browser UI with a sidebar for tabs, Spaces for context separation (work/personal), Boosts for custom CSS on any website, split views, easels for collecting web content, and built-in ad blocking. Features Arc Max AI for page summaries, tab renaming, and 5-second previews. Available on macOS, Windows, and iOS. Designed for power users who want to organize their browsing experience. Privacy-focused with no data collection.

Visual regression testing for CI/CD pipelines

Argos CI is a visual regression testing platform that automatically catches unintended UI changes in CI/CD pipelines. It integrates with Playwright, Cypress, Storybook, and Puppeteer, featuring a stabilization engine that filters flaky pixel differences from genuine regressions. Used by teams at Meta and MUI for frontend quality gates.

Headless UI component library for React, Vue, Solid, and Svelte

Ark UI is a headless component library providing unstyled, accessible UI primitives for React, Vue, Solid, and Svelte. Built by the Chakra UI team using state machines for predictable behavior across frameworks. Includes complex components like date pickers, color pickers, comboboxes, and tree views that are notoriously difficult to build from scratch while maintaining accessibility.

Pipelineless AppSec for AI-driven development

Arnica is a pipelineless application security platform that scans every code push in real-time across SAST, SCA, IaC, secrets, and license risks without CI/CD pipeline integration. Its Arnie AI engine combines deterministic static analysis with multi-agent reasoning to detect logic flaws and vulnerabilities in both human-written and AI-generated code. It integrates directly with GitHub, GitLab, Bitbucket, and Azure DevOps for 100% repository coverage from day one.

Magical shell history

Shell history manager that replaces the default history with a SQLite-backed, encrypted, and synchronized command history across all your machines. Features full-text search with fuzzy matching, directory-based context filtering, session tracking, and statistics about command usage. Syncs via an encrypted server (self-hostable or hosted). Supports bash, zsh, and fish shells. 22K+ GitHub stars. Transforms shell history from a simple list into a searchable, cross-machine knowledge base.

All-in-one JavaScript runtime and toolkit

Bun is an all-in-one JavaScript runtime, bundler, transpiler, package manager, and test runner built from scratch in Zig for maximum performance. Starts and runs JavaScript/TypeScript up to 4x faster than Node.js with native support for JSX, TypeScript, and ESM without configuration. npm-compatible package manager installs dependencies 25x faster. Includes a built-in SQLite database, HTTP server, WebSocket support, and file I/O APIs. Drop-in Node.js replacement for most use cases.

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.

HashiCorp's Cloud Development Kit for defining Terraform with code

CDKTF (Cloud Development Kit for Terraform) lets developers define infrastructure using TypeScript, Python, Java, C#, or Go instead of HCL. It synthesizes familiar programming language constructs into standard Terraform JSON configuration. Developed by HashiCorp, it brings software engineering patterns like loops, conditionals, and abstractions to infrastructure definition with full IDE support.

Ultra-fast AI coding powered by Cerebras hardware

Cerebras Code is a coding subscription service from Cerebras, the AI hardware company behind the Wafer-Scale Engine that delivers the fastest AI inference available. Unlike GPU-based systems bottlenecked by memory bandwidth, Cerebras's architecture eliminates these constraints at the hardware level, achieving token speeds no GPU cluster can match. Provides API access to open-source coding models running at 2,000+ tokens per second.

Heads-up display plugin for Claude Code

Real-time visibility layer for Claude Code sessions that surfaces context window usage, active tools, token consumption, and task status directly in your terminal. Turns the opaque agentic loop into a transparent, monitorable process. Particularly useful during long-running agent sessions where understanding resource consumption and progress helps you decide when to intervene, redirect, or let the agent keep working.

High-performance 2D UI layout library in C

Clay is a high-performance 2D UI layout library written as a single C header file that implements a flexbox-like layout model with microsecond-level performance. It uses static arena-based memory allocation with no malloc or free calls, keeping total memory usage under 4MB for thousands of elements. Clay is renderer-agnostic, outputting sorted rendering primitives that work with any 3D engine, SDL, or can compile to HTML via WebAssembly.

One app to replace them all

ClickUp is an all-in-one productivity and project management platform that aims to replace multiple work tools by combining task management, documents, goals, whiteboards, chat, and time tracking in a single application. Solves tool fragmentation and context switching by providing a unified workspace. Known for its extensive customization, hundreds of integrations, and generous free tier.

Edge compute platform for serverless applications

Cloudflare Workers is an edge compute platform running serverless JavaScript, TypeScript, Rust, and WebAssembly across 330+ global data centers with near-zero cold starts. Executes code within milliseconds of users worldwide. Features include KV storage, Durable Objects for stateful coordination, R2 object storage, D1 SQLite database, Queues for async processing, and AI inference at the edge. Provides a Wrangler CLI for local development and deployment. Generous free tier with 100K requests/day.

Multi-provider AI coding assistant with BYOK model access

CodeGPT is an AI coding assistant for VS Code and JetBrains IDEs that connects to multiple AI providers including OpenAI, Anthropic, Google, Mistral, and local models via Ollama using your own API keys. It offers code generation, explanation, refactoring, documentation writing, bug detection, and an agent marketplace with pre-built assistants for common tasks. The BYOK approach gives developers full cost control, no rate limits, and complete data ownership over their AI interactions.

Knowledge graph memory engine for AI agents

Cognee is an open-source knowledge engine that builds persistent memory for AI agents by combining vector search with graph databases. It ingests data from 38+ source formats, structures information into a knowledge graph with embeddings, and enables semantic and relational queries through its ECL pipeline. Its cognitive science-inspired architecture provides superior cross-document entity identification compared to traditional RAG approaches.

Agentic application security from prompt to cloud

Cycode is an AI-native application security platform that converges AST, SSCS, and ASPM into a single solution with the Maestro AI orchestrator managing multi-agent security workflows. It provides native SAST, SCA, secrets detection, IaC scanning, and container security alongside ConnectorX integration with 100+ third-party tools. Cycode's AI Exploitability Agent reduces false positives by 94%, and the Context Intelligence Graph maps risk across code, pipelines, and runtime environments.

Visual database designer with Git-integrated schemas

DbSchema is a visual database designer supporting 80+ SQL and NoSQL databases that features Git integration for schema version control, interactive HTML documentation generation, and AI-assisted query building. It provides the best visual approach to designing and maintaining database schemas in a version-controlled environment, bridging the gap between visual design and code-managed infrastructure.

Multi-database client with AI query optimization

DbVisualizer is a multi-database client with strong SQL editing, ER diagrams, and data management capabilities that has recently added AI assistants for query optimization. Consistently rated as a top-tier database GUI, it supports virtually every database engine and provides visual exploration, query profiling, and data comparison tools for developers and analysts working across diverse database environments.

LangChain-powered agent harness with planning and subagents

Deep Agents is a production-ready agent framework built on LangChain and LangGraph for complex agentic workflows. It features a planning system for task decomposition, a filesystem backend for persistent operations, sandboxed shell execution, and isolated subagents with independent context windows. Automatic context summarization keeps agents coherent across long sessions, while smart defaults simplify prompt engineering for multi-step autonomous tasks.

Drag-and-drop authentication flows with visual workflow builder

Descope is an authentication platform featuring a visual drag-and-drop flow builder for designing login and signup experiences. It supports passwordless authentication, social login, MFA, SAML SSO, and passkeys. Raised $53M Series A to build no-code identity workflows. SDKs for web, mobile, and backend with pre-built UI components that reduce auth implementation to minutes.

Open-source PaaS alternative to Vercel, Heroku, and Netlify

Dokploy is a free open-source platform-as-a-service for self-hosting applications without cloud vendor lock-in. It provides automated deployments from Git repositories, built-in SSL certificates, database provisioning, Docker and Docker Compose support, and a clean web dashboard for managing multiple applications on your own servers. With 18,000+ GitHub stars, it fills the gap for teams wanting Vercel-like deployment simplicity on their own infrastructure.

In-process analytical SQL database

DuckDB is a high-performance analytical database that runs as an in-process SQL OLAP engine. Unlike traditional client-server databases, DuckDB embeds directly within your application, similar to SQLite but optimized for analytical queries. It supports complex SQL including window functions, CTEs, and nested types while processing columnar data with vectorized execution. DuckDB reads Parquet, CSV, JSON, and Arrow formats natively and integrates with Python and R data science workflows.

Open-source IDE for Java and enterprise development

Long-standing open-source IDE primarily for Java development, backed by the Eclipse Foundation. Features powerful Java tooling with refactoring, debugging, JUnit integration, and Maven/Gradle support. Extensible via a massive plugin marketplace covering C/C++, Python, PHP, and web development. Includes built-in Git support, terminal, and XML/JSON editors. Used extensively in enterprise Java, Android (legacy), and embedded systems development. Free and cross-platform.

Postgres sync engine for local-first and real-time applications

ElectricSQL is a sync engine that keeps local application state synchronized with PostgreSQL in real-time. It enables local-first architectures where apps work offline with instant responsiveness, syncing data bidirectionally when connectivity is available. Supports partial replication with shape-based subscriptions to sync only relevant data subsets to each client.

Ultra-fast desktop apps with TypeScript, Bun, and Zig

Electrobun is an open-source cross-platform desktop app framework that combines TypeScript with Bun runtime and Zig for native performance. It produces 12MB base installs versus hundreds of MB for Electron, while maintaining full web technology compatibility. Electrobun uses the system's native webview instead of bundling Chromium, delivers sub-second cold starts, and provides native OS integrations through a Zig bridge layer.

Python web framework with HTMX, no JavaScript needed

FastHTML is an open-source Python web framework by Answer.AI that renders HTML directly from Python functions using HTMX. It eliminates the JavaScript build step entirely, letting developers create interactive web apps with pure Python. FastHTML is designed for AI demo apps, admin tools, and internal tooling where full-stack simplicity matters more than SPA complexity. Built by Jeremy Howard's team.

Security operations resilience for SOC teams

Fig provides a Security Operations Resilience platform designed for modern SOC teams facing both unplanned and planned changes. Features drift detection to catch unplanned infrastructure changes, automated drift repair with testing, planned change modeling to simulate initiatives before deployment, version control, and automatic deployment with rollbacks. Helps teams maintain security coverage while shipping risk-free at 10x speed and focusing on strategic cyber work.

Google's AI-powered cloud IDE for full-stack app development

Firebase Studio is Google's cloud-based development environment that integrates Gemini AI for building, testing, and deploying full-stack applications. It provides browser-based coding with AI assistance for code generation, debugging, and database design. Connects natively with Firebase services including Firestore, Authentication, Cloud Functions, and Hosting for seamless deployment.

The friendly interactive shell

User-friendly interactive shell for Linux and macOS that works great out of the box with zero configuration needed. Features autosuggestions based on command history (accept with right arrow), syntax highlighting as you type, tab completions with inline descriptions, web-based configuration UI for themes and settings, and a scripting syntax that is simpler than bash/zsh. Not POSIX-compatible by design. Popular among developers who want a productive shell without customization effort.

Open-source feature flags and remote configuration

Flagsmith is an open-source feature flag and remote config platform with 15+ SDKs, a clean REST API, and simple Docker deployment. It supports boolean, multivariate, and string flags with segment-based targeting, A/B testing via flag variations, and environment-based workflows. Flagsmith provides a straightforward self-hosted alternative to LaunchDarkly with full API-first design under a BSD-3-Clause license.

GitOps toolkit for Kubernetes — continuous delivery the cloud-native way.

Flux is a CNCF graduated GitOps tool for keeping Kubernetes clusters in sync with configuration sources like Git repositories, Helm charts, and OCI artifacts. Lightweight, composable, and designed to work with existing tools. The primary alternative to ArgoCD in the GitOps space.

Blazing fast Solidity development toolkit

Foundry is a blazing-fast portable toolkit for Ethereum smart contract development written in Rust. It provides Forge for testing and deploying Solidity contracts with native Solidity tests that run orders of magnitude faster than JavaScript-based alternatives, Cast for interacting with EVM chains from the command line, Anvil as a local testnet node, and Chisel as a Solidity REPL. Foundry has become the standard toolchain for serious Solidity development.

Self-hosted customer identity management with no per-user pricing

FusionAuth is a customer identity and access management platform that can be self-hosted or cloud-deployed with no per-user fees. It supports OAuth2, OIDC, SAML, passwordless login, social providers, MFA, and advanced threat detection. Features a drag-and-drop theme builder for login page customization and supports multi-tenant application architectures with unlimited users on the community edition.

Built-in project planning for GitHub

GitHub's built-in project management tool that organizes issues, pull requests, and draft items into customizable boards, tables, and roadmap views directly within your repositories. Features custom fields, automated workflows for moving items based on PR/issue status, grouping, filtering, milestones, and iteration planning. Integrated with GitHub Issues and PRs for seamless developer workflows. Free for all GitHub users. A lightweight alternative to Jira for GitHub-centric teams.

Completely unstyled, accessible UI components for React and Vue by Tailwind Labs.

Headless UI is an open-source collection of completely unstyled, accessible UI components for React and Vue, created by the Tailwind CSS team. Provides WAI-ARIA compliant components like Menu, Listbox, Switch, Dialog, Popover, Tabs, and more. Designed to pair perfectly with Tailwind CSS.

The missing package manager for macOS

The default package manager for macOS (also available on Linux) that installs CLI tools, developer utilities, GUI applications (via Casks), and fonts with simple terminal commands. Massive repository of 7,000+ formulae and 5,000+ casks maintained by the community. Features dependency resolution, bottled (pre-compiled) packages for fast installs, automatic updates, and cleanup. Essential tool for any Mac developer's setup. 42K+ GitHub stars and the largest macOS package ecosystem.

Ultrafast web framework built on Web Standards for every runtime

Hono is a lightweight, ultrafast web framework built on Web Standards that runs on Cloudflare Workers, Deno, Bun, Node.js, AWS Lambda, and any JavaScript runtime. At just 12kB with zero dependencies, it delivers router performance matching raw platform speed. Hono provides first-class TypeScript support with RPC-style client for end-to-end type safety, built-in middleware for auth, CORS, caching, and OpenAPI generation, plus JSX support for server-rendered HTML.

Electron-based terminal with plugin ecosystem

Terminal emulator built on web technologies (HTML/CSS/JS) using Electron. Extensible via npm packages with a vibrant plugin and theme ecosystem. Created by Vercel with 43k+ GitHub stars. Offers split panes, configurable hotkeys, and a fully customizable UI that appeals to developers who want a modern, hackable terminal experience.