Ai Atlas Dictionary

AI use-case collection

Developer
AI tools.

Infrastructure, developer tools, and technical services that support AI products.

Choosing a tool

A practical guide to developer AI tools.

Infrastructure is the foundation behind building, deploying, monitoring, and maintaining AI products. This category brings together developer tools and technical services used across workflows such as model integration, data and compute management, application programming, testing, observability, security, and production operations. Visitors researching the best AI tools for deploying machine learning applications can compare relevant providers by their intended use, technical scope, integrations, documentation, pricing approach, deployment model, and support options. The collection is designed to help teams narrow an initial shortlist, whether they are prototyping an AI feature, connecting services through an API, or operating a production system. Because provider offerings, compatibility, limits, and commercial terms can change, confirm current details directly with each provider before selecting a solution or beginning implementation.

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Tools for this work.

Browse every use case

Free

Agenta

Agenta is the open-source workspace for your agents. Build agents through chat, improve them with feedback, and share them with your whole team — self-hosted or in the cloud.

agenta.aiRead record

Paid

AgentDock

Replace your help desk with one AI employee that handles every customer on every channel. Vertical presets for home services, dental, legal, and auto. Self-serve, flat pricing.

agentdock.aiRead record

Paid

AI2sql

AI-powered SQL query builder enables you to quickly build SQL queries without any knowledge of SQL for beginners.

ai2sql.ioRead record

Free

Aider

An AI pair-programming tool that works with local code repositories through a terminal-based workflow.

aider.chatRead record

Freemium

Amazon CodeWhisperer

Accelerate software development with Amazon Q Developer — an AI coding assistant that writes, debugs, and refactors code natively in your IDE.

aws.amazon.comRead record

Paid

Amazon Q Developer

An AI coding assistant from AWS for code generation, application modernization, and developer support.

aws.amazon.comRead record

Paid

Amazon Q Developer CLI

Amazon Q Developer for command line enhances your terminal experience with AI-powered features including command autocompletion, natural language chat, and code generation for hundreds of popular CLIs.

docs.aws.amazon.comRead record

Freemium

AskCodi

Build faster with AskCodi: multi-model AI chat, code generation, refactoring, and custom agents. OpenAI-compatible API, IDE integrations, and developer-first workflows.

askcodi.comRead record

Paid

Augment Code

An AI coding platform for navigating large codebases and supporting professional software development.

augmentcode.comRead record

Free

AutoGen

A framework for prototyping, programming, and deploying conversational single- and multi-agent AI systems: use the web-based Studio to build no-code prototypes, then develop Python AgentChat/Core workflows and extensions to create scalable, event-driven multi-agent applications.

microsoft.github.ioRead record

Freemium

Blackbox AI

Secure, private, fast. We run the open-weight model that you choose as a dedicated deployment, or we route 300+ models through one endpoint. Verified speed.

blackbox.aiRead record

Free

Bloom

BLOOM is BigScience’s autoregressive language-model family, trained across 46 natural languages and 13 programming languages. It is suited to multilingual text generation and research workflows that need an openly documented transformer model.

huggingface.coRead record

Paid

Calmo

Delegate complete tasks like incident response, root cause analysis, alert triage, migrations, postmortem generation, and performance optimization without changing your workflow.

getcalmo.comRead record

Freemium

Canva

Canva is a free-to-use online graphic design tool. Use it to create social media posts, presentations, posters, videos, logos and more.

canva.comRead record

Paid

Capacity

Describe your idea in plain words. Capacity asks the right questions, builds your app, and puts it online: accounts, payments, your own domain. Start free.

capacity.soRead record

Paid

ChatWithCloud

CLI to Chat with your AWS Cloud from Terminal using generative AI.

chatwithcloud.aiRead record

Freemium

Claude Code

Anthropic's agentic coding tool for developers. Claude Code understands your codebase, edits files, runs commands, and helps you ship faster.

anthropic.comRead record

Free

Cleanlab

Even today's best Large Language Models (LLMs) still occasionally hallucinate incorrect answers that can undermine your business.

help.cleanlab.aiRead record

Freemium

Cline

Open-source AI coding agent with Plan/Act modes, MCP integration, and terminal-first workflows. Trusted by 8M+ developers worldwide.

cline.botRead record

Freemium

co:here

Cohere provides enterprise AI models and platform services for private, secure, and customizable business deployments. Teams use it to build applications that work with internal knowledge and organizational workflows.

cohere.comRead record

Paid

Codeflash

Codeflash uses AI to automatically find the most optimized version of your Python code through benchmarking — while verifying it's correct.

codeflash.aiRead record

Free

CodeGeeX

CodeGeeX is an AI-based coding assistant, which can suggest code in the current or following lines. It is powered by a large-scale multilingual code generation model with 13 billion parameters, pretrained on a large code corpus of more than 20 programming…

codegeex.cnRead record

Paid

CodeRabbit

AI-first pull request reviewer with context-aware feedback, line-by-line code suggestions, and real-time chat.

coderabbit.aiRead record

Freemium

CodiumAI

Qodo is an AI code review tool giving teams deep codebase context to move faster and improve code quality, with 15+ agentic workflows for IDEs, PRs and security.

qodo.aiRead record

Free

Continue

An open-source AI coding assistant for connecting models to code editors and software-development workflows.

continue.devRead record

Paid

CrewAI

The Leading Multi-Agent Platform.

crewai.comRead record

Freemium

Cursor

An AI coding environment with agents that can plan, edit, search, and build software tasks.

cursor.comRead record

Paid

DALL·E 2

DALL·E 2 is an AI system that generates original images and artwork from natural-language descriptions. It combines concepts, attributes, and styles for creative image exploration, inpainting, outpainting, and image variations.

openai.comRead record

Paid

Devin

Devin is an AI software engineer for planning and executing complex development tasks, including migrations, PR review, documentation, and incident resolution. Engineering teams can connect it to workflow tools to automate multi-repo and recurring software work.

devin.aiRead record

Paid

FlexApp

The AI mobile app designer that turns your ideas into stunning UI. Describe your app, get polished screens instantly. No Figma skills needed.

gendesigns.aiRead record

Paid

Gemini Code Assist

Google's AI coding assistant for code completion, generation, explanation, and developer workflow support.

codeassist.googleRead record

Paid

Ghostwriter

Update: Ghostwriter is out now! In 2018 when we announced Multiplayer Mode, we said it's the most significant evolution of Replit to date. For the first...

replit.comRead record

Paid

GitHub Copilot

An AI coding assistant for suggesting code, explaining codebases, writing tests, and accelerating development work.

github.comRead record

Free

Haystack

Create agentic, context engineered AI systems using Haystack’s modular and customizable building blocks, built for real-world, production-ready applications.

haystack.deepset.aiRead record

Paid

Hexabot

Build and run AI workflows that can talk, act, and remember across channels. Hexabot combines conversations, actions, memory, MCP tools, and self-hosted control for real service operations.

hexabot.aiRead record

Paid

Imagen

Imagen is Google Research’s text-to-image diffusion system, built to turn written prompts into photorealistic images with strong language understanding. It is presented as a research model for studying high-fidelity image generation and image-text alignment.

imagen.research.googleRead record

Paid

JetBrains AI Assistant

An AI coding assistant integrated with JetBrains development tools for coding, explanation, and project work.

jetbrains.comRead record

Free

Keploy

Keploy builds a Digital Twin of your production behavior — real API traffic, mocks, and dependencies — so every AI- or human-written change is verified in CI before it ships. Open source, zero code changes.

keploy.ioRead record

Paid

Kiln

Build better AI systems with evals, RAG, agents, synthetic data, fine-tuning, and prompt optimization. Free app + open-source library.

kiln.techRead record

Paid

Kilo Code

Kilo is the open source AI coding agent for VS Code, JetBrains, CLI, and Cloud. Access 500+ models, bring your own keys at zero markup, and keep code private with local models.

kilo.aiRead record

Freemium

Kiro

Kiro helps developers and teams do their best work: turn prompts into executable specs, validate code correctness to find bugs unit tests miss, and build across large codebases with parallel agents that learn from every session.

kiro.devRead record

Free

LangChain

LangChain provides the engineering platform and open source frameworks developers use to build, test, and deploy reliable AI agents.

langchain.comRead record

Freemium

Langfuse

Trace, evaluate, and improve AI agents with one open platform. Use production data to understand behavior, collaborate on fixes, and ship better quality at lower cost and latency.

langfuse.comRead record

Freemium

LangGraph

Build controllable agents with LangGraph, our low-level agent orchestration framework.

langchain.comRead record

Free

LLaMA

LLaMA is Meta’s foundational language-model family for research and fine-tuning. Its smaller parameter sizes support text-generation experiments, responsible AI studies, and teams working with more limited computing resources.

ai.meta.comRead record

Freemium

LlamaIndex

LlamaParse is the world.

llamaindex.aiRead record

Paid

Make-A-Scene

Uses text prompts plus freehand sketches to generate AI images matching a user’s intended composition—specifying object size, position, and orientation—aimed at artists, designers, and creators turning rough layouts into faithful visuals.

ai.meta.comRead record

Freemium

Maxim AI

At Maxim AI, we are building the production infrastructure for AI. Maxim’s stack comprising gateway and governance, observability, and evals empowers AI teams to ship agents with the reliability and speed required for real-world use.

getmaxim.aiRead record

Freemium

Mintlify

Self-updating documentation for startups, enterprises, and agents.

mintlify.comRead record

Paid

Novita AI

An AI cloud platform for developers who need access to models, inference services, and agent-building infrastructure.

novita.aiRead record

Freemium

Ollama

Ollama is the easiest way to automate your work using open models, while keeping your data safe.

ollama.comRead record

Free

Open Interpreter

An open-source coding agent built for low-cost and open-weight models.

openinterpreter.comRead record

Paid

OpenAI API

OpenAI API Platform gives developers access to frontier multimodal models for building agent workflows, grounded retrieval, and tool-using applications. It is intended for teams bringing AI capabilities into products and internal systems.

openai.comRead record

Paid

OpenAI Codex

Learn how to use the OpenAI API to generate human-like responses to natural language prompts, analyze images with computer vision, use powerful built-in tools, and more.

developers.openai.comRead record

Free

OpenAI Downtime Monitor

Welcome to Portkey status page for real-time and historical data on system performance.

status.portkey.aiRead record

Paid

OpenHands

Meet OpenHands, the open-source, model-agnostic platform for cloud coding agents. Automate real engineering work securely and transparently. Build faster with full control.

all-hands.devRead record

Paid

Opik

Opik is an end-to-end AI observability platform designed to help developers test, ship, and continuously improve agentic systems.

comet.comRead record

Free

OPT

OPT is Meta AI’s family of decoder-only language models, represented here by the 350M-parameter checkpoint. Developers and researchers can use it for text generation, downstream evaluation, and reproducible study of large language models.

huggingface.coRead record

Paid

Pagerly

Manage and create on-call schedules, sync oncalls with Slack usergroups, Jira and JSM on Slack, Opsgenie on Slack, and run incident response inside Slack…

pagerly.ioRead record

Freemium

PearAI

PearAI is an open source AI code editor with powerful features like AI chat, PearAI Creator, and AI debugging to help you make what excites.

trypear.aiRead record

Paid

Portkey

Democratize and productionize Gen AI across your entire org with Portkey.

portkey.aiRead record

Paid

Prediction Guard

Prediction Guard.

predictionguard.comRead record

Free

PydanticAI

How Python does AI: agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.

pydantic.devRead record

Paid

Qodo

An AI code-quality platform for generating tests, reviewing changes, and improving software reliability.

qodo.aiRead record

Freemium

Roo Code

Roomote is an AI engineering teammate that ships reviewable PRs — hosted by us in about two minutes, or self-hosted on your own infra. Single-tenant either way, source-available, bring any model. Solo dev or whole team.

roocode.comRead record

Paid

Runcell

Runcell is an AI agent for Jupyter notebooks that automates writing Python code, executing cells, debugging, and explaining data analysis results in real time.

runcell.devRead record

Paid

SinglebaseCloud

Singlebase is an AI-native backend platform and Firebase alternative, combining document and vector databases, authentication, storage, and built-in AI services to power modern applications at scale. Build and scale backend + AI services. Singlebase.cloud…

singlebase.cloudRead record

Freemium

Sourcegraph Cody

An AI coding assistant for understanding codebases, generating code, and answering repository questions.

sourcegraph.comRead record

Free

Stable Beluga

Stable Beluga 1 is a Stability AI instruction-following language model built by fine-tuning LLaMA 65B on an Orca-style dataset. It is intended for developers experimenting with English text generation through the Hugging Face Transformers ecosystem.

huggingface.coRead record

Free

Stable Beluga 2

Stable Beluga 2 is Stability AI’s LLaMA 2 70B–based autoregressive language model, fine-tuned on an Orca-style dataset. It gives developers an open-weight option for instruction-led English text-generation experiments and prototyping.

huggingface.coRead record

Free

Stable Diffusion

Stable Diffusion v1-4 is a latent text-to-image model that generates or modifies images from written prompts. Researchers and creative developers use the checkpoint with Diffusers for generative-image experiments, artistic tools, and safety-focused evaluation.

huggingface.coRead record

Paid

Stenography

Stenography automatically documents codebases through a VS Code extension and API that turn code into plain-English explanations. Developers can keep documentation current, request related resources, and surface explanations where they write code.

stenography.devRead record

Paid

Supermaven

The fastest copilot. Supermaven uses a 1 million token context window to provide the highest quality code completions.

supermaven.comRead record

Freemium

Sweep AI

The fastest AI copilot for JetBrains. Write code 10x faster with intelligent autocomplete and an AI agent.

sweep.devRead record

Freemium

Tabnine

An AI code assistant for software teams that provides code completion and development support.

tabnine.comRead record

Paid

TensorZero

TensorZero builds open-source tools for production-grade LLM applications: LLM gateway, observability, optimization, evaluations, and experimentation.

tensorzero.comRead record

Freemium

Trae AI

TraeCode integrates seamlessly into your workflow, collaborating with you to maximize performance and efficiency.

trae.aiRead record

Free

Vercel AI SDK

The AI Toolkit for TypeScript, from the creators of Next.js.

sdk.vercel.aiRead record

Free

Vicuna-13B

We introduce Vicuna-13B, an open-source chatbot trained by fine-tuning LLaMA on user-shared conversations collected from ShareGPT. Preliminary evaluation using GPT-4 as a judge shows Vicuna-13B achiev...

lmsys.orgRead record

Freemium

Warp AI

Infrastructure to build, measure, and interact with agents across your SDLC — so you ship more and spend less.

warp.devRead record

Freemium

Weights & Biases Weave

W&B Weave helps production agents learn and improve from real-world experience, so they can reach and maintain reliability.

wandb.aiRead record

Paid

Wordware

Building the future of work, with Sauna.

wordware.aiRead record

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