Troiana field guides01 / Library

Use AI tools
with intent.

Practical, source-backed guides for finding the official product, setting it up, learning its strongest workflows, and checking the work before it ships.

134 researched platforms 268 workflow guides 273 tools in the research index

Published collections

Choose a platform.

Every published collection is written around the platform’s actual access points, capabilities, workflow, and risks—not a recycled template.

2 workflows

Creative AI

Adobe Firefly

Developing branded visual directions, generating and editing images, creating short video or audio assets, and moving creative experiments into Adobe workflows.

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2 workflows

Enterprise language model platform

AI21 Studio

Building and operating language applications with AI21's Jamba models, including long-context chat, structured output, classification, summarization, extraction, and enterprise workflows.

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2 workflows

Terminal and editor coding agent

Amp

Running focused coding tasks in durable threads, applying repository guidance, reviewing changes, and using different reasoning modes from the terminal or editor.

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2 workflows

Scalable AI compute

Anyscale

Developing and operating distributed Python and AI workloads, including scalable Ray Serve endpoints for language and machine-learning models.

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2 workflows

Speech AI platform

AssemblyAI

Transcribing recorded or live speech and extracting structured insights such as speakers, chapters, entities, topics, sentiment, and summaries.

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2 workflows

Enterprise AI application platform

Microsoft Foundry

Building, evaluating, deploying, and governing enterprise generative AI applications and agents across models, tools, data, and Azure services.

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2 workflows

Enterprise generative AI platform

Alibaba Cloud Model Studio

Building regional generative AI applications with Qwen and other models, governed knowledge bases and agents, or managed fine-tuning and inference inside Alibaba Cloud workspaces.

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2 workflows

AI model deployment

Baseten

Turning open or custom models into versioned autoscaling APIs with development deployments, stable environments, observability, and controlled promotion.

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2 workflows

Managed foundation models

Amazon Bedrock

Building governed generative AI applications across multiple foundation models with managed inference, evaluation, Knowledge Bases, Guardrails, and AWS integrations.

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2 workflows

Licensed visual AI platform

Bria AI

Generating commercially oriented visuals with structured control, building reproducible masked edits, producing product and lifestyle imagery, and integrating asynchronous visual generation into governed applications.

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2 workflows

Agentic browser automation

Browserless

Giving applications and AI agents managed browsers for stateful navigation, extraction, screenshots, PDFs, audits, and Puppeteer or Playwright automation.

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2 workflows

High-speed AI inference

Cerebras Inference

Latency-sensitive language-model applications that need very fast token generation through a hosted API.

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2 workflows

General assistant

ChatGPT

Broad everyday work: drafting, file analysis, research, image work, voice, and structured problem-solving.

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2 workflows

Desktop AI productivity studio

Cherry Studio

Managing multiple model providers from one desktop app, comparing assistants, working with a local knowledge base, and extending personal workflows with carefully reviewed agents and MCP tools.

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2 workflows

Community model platform

Civitai

Discovering exact versions of community models and related resources, inspecting samples and metadata, and publishing documented generative media resources.

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2 workflows

Reasoning and writing

Claude

Careful long-form writing, reasoning through complex material, and disciplined coding or document work.

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2 workflows

Agentic coding

Claude Code

Inspecting repositories, planning and implementing code changes, running development tools, debugging failures, and coordinating reviewable engineering work.

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2 workflows

Agentic coding

Cline

Planning, implementing, testing, and reviewing multi-file software changes with visible tool use and configurable approvals.

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2 workflows

AI image editing toolkit

Clipdrop

Rapidly removing backgrounds, objects, defects, and text; relighting or extending images; upscaling drafts; and creating controlled visual variants for product, property, portrait, and campaign work.

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2 workflows

Sandbox-aware coding agent

CodeBuddy

Running complex coding tasks with visible artifacts and diffs while combining layered allow, ask, and deny rules with directory trust and OS-level shell sandboxing.

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2 workflows

OpenAI coding agent

Codex

Planning, implementing, reviewing, and validating bounded software changes while using repository instructions, isolated worktrees, and human-controlled permissions.

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2 workflows

Enterprise language AI

Cohere

Building enterprise text generation and retrieval systems with Chat, multilingual embeddings, semantic Rerank, tool use, and grounded generation.

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2 workflows

Node-based generative AI

ComfyUI

Building reproducible node graphs for image, video, audio, and other generative workflows with precise control over models and parameters.

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2 workflows

Microsoft AI assistant

Microsoft Copilot

Everyday drafting, summarization, image creation, voice, and Microsoft-oriented work where the relevant experience and account access are already in place.

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2 workflows

Agent experience framework

CopilotKit

Building product-native agent interfaces with chat, custom components, shared application state, frontend tools, streaming, and deterministic human approval checkpoints.

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2 workflows

Visual agent and workflow platform

Coze

Composing and publishing AI agents and workflows with prompts, models, knowledge, variables, plugins, APIs, and channel integrations without building every orchestration surface from scratch.

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2 workflows

Multi-agent orchestration

CrewAI

Building collaborative agent crews for autonomous tasks and structured, stateful Flows for reliable event-driven AI automation.

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2 workflows

AI code editor

Cursor

Working with AI inside a real codebase: planning a change, editing files, reviewing diffs, and testing the result.

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2 workflows

AI creation toolkit

DeepAI

Quickly exploring AI chat and visual concepts, generating or editing images, producing short visual drafts, and integrating straightforward media endpoints into prototypes.

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2 workflows

AI inference cloud

DeepInfra

Serving language, embedding, reranking, vision, image, video, and speech models through a common API; testing model alternatives; and deploying private models at controlled scale.

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2 workflows

Language AI platform

DeepL

Translating text and office documents, improving tone and phrasing, maintaining terminology with glossaries and style rules, and embedding reviewed multilingual workflows into products.

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2 workflows

Reasoning assistant

DeepSeek

Reasoning through technical questions, exploring code or mathematics, working with uploaded text, and comparing a second model’s approach.

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2 workflows

Autonomous software engineer

Devin

Investigating codebases, implementing scoped engineering tasks, producing pull requests, and standardizing repeatable work with Knowledge and Playbooks.

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2 workflows

Low-code AI application platform

Dify

Building low-code AI workflows, chatflows, agents, RAG applications, model integrations, plugins, and deployable APIs with operational visibility.

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2 workflows

Voice and audio

ElevenLabs

Producing voiceovers, designing or selecting voices, generating speech with controlled delivery, dubbing, sound creation, and audio localization.

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2 workflows

AI web search

Exa

Finding web sources with semantic and filtered search, retrieving page contents, and supplying inspectable evidence to research or agent workflows.

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2 workflows

Generative media infrastructure

fal

Calling production media-generation models asynchronously and deploying custom image, video, audio, and multimodal workloads on serverless GPUs.

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2 workflows

Knowledge and workflow platform

FastGPT

Building grounded Q&A applications from documents, composing visual AI workflows and plugins, and publishing controlled agents through web channels or APIs.

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2 workflows

Open-model serverless inference

Featherless.ai

Exploring many Hugging Face language models without provisioning GPUs, comparing creative, role-playing, coding, and general chat models, and prototyping OpenAI-compatible integrations.

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2 workflows

Web data extraction

Firecrawl

Turning websites into markdown, structured records, URL maps, search results, screenshots, and asynchronous crawl datasets for AI applications.

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2 workflows

Generative AI inference

Fireworks AI

Testing and serving generative models through shared serverless inference or private dedicated GPU deployments.

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2 workflows

Expressive AI voice platform

Fish Audio

Creating expressive narration and dialogue, localizing approved scripts, prototyping realtime speech, and integrating controlled text-to-speech or authorized voice models into products.

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Image generation and editing

FLUX

Creating and editing high-fidelity images with FLUX.2 variants, including multi-reference composition, typography, precise colors, and production image workflows.

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2 workflows

Production AI inference platform

FriendliAI

Serving open models through instant APIs, deploying pinned Hugging Face models on dedicated GPUs, running private inference containers, and operating production inference with explicit scaling and observability.

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2 workflows

Google AI assistant

Gemini

Working across large source material and Google-oriented workflows, especially when the relevant documents and context already live in your Google account.

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2 workflows

Gemini-powered terminal agent

Gemini CLI

Completing bounded repository tasks from the terminal with explicit tool approvals, optional sandboxing, recoverable checkpoints, and scriptable output.

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2 workflows

Coding agent

GitHub Copilot

Making scoped changes in a connected repository while reviewing the diff and carrying the work into a pull request.

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2 workflows

Open-source local agent

goose

Running local coding and knowledge-work agents with selectable model providers, extensible MCP tools, reusable recipes, and configurable security controls.

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2 workflows

Interactive AI application framework

Gradio

Rapidly turning Python functions, models, agents, media pipelines, and APIs into interactive demos, internal tools, evaluation interfaces, and production AI web applications.

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2 workflows

Web and X assistant

Grok

Exploring current conversations, searching public web and X material, brainstorming, and pressure-testing a question from another angle.

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2 workflows

Low-latency AI inference

Groq

Building latency-sensitive text, audio, tool-use, and structured-output applications on supported hosted models.

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2 workflows

AI video and media platform

Hailuo AI

Creating short cinematic video concepts, animating owned images, testing camera movement, and producing subject-led social-video drafts from controlled references.

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2 workflows

AI video generation and editing

Haiper

Creating short video concepts, animating owned images, restyling footage, extending a shot, and repairing selected regions without rebuilding an entire clip.

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2 workflows

AI character and video studio

Hedra

Producing short speaking-character clips, audio-driven avatars, stylized character performances, and assembled multi-scene videos from controlled image and voice assets.

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2 workflows

Open AI platform

Hugging Face

Discovering and evaluating open models and datasets, running hosted inference, collaborating through repositories, and publishing ML demos with Spaces.

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2 workflows

AI inference and GPU cloud

Hyperbolic

Testing and serving open text, image, audio, and vision-language models through serverless APIs, or renting GPU capacity for controlled model and compute workloads.

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2 workflows

Graphic generation

Ideogram

Creating graphic concepts, posters, social visuals, compositions containing text, style explorations, and editable image directions.

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2 workflows

Multimodal search foundation

Jina AI

Building multilingual or multimodal semantic search, retrieval-augmented generation, relevance reranking, classification, and web-to-LLM ingestion workflows.

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2 workflows

JetBrains coding agent

Junie

Exploring a codebase, producing an implementation plan, making supervised changes, and reviewing local or pull-request diffs with durable project guidance.

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2 workflows

Configurable coding agent

Kilo Code

Planning and completing repository tasks with specialized agents, configurable providers, project rules, granular tool permissions, and optional terminal automation.

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2 workflows

Multimodal AI agent

Kimi

Long-context and multimodal assistance, source-backed research, documents, spreadsheets, presentations, websites, and multi-step agent tasks.

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2 workflows

Spec-driven agentic IDE

Kiro

Turning feature ideas into requirements, design, tasks, and implementation while preserving repository guidance and explicit review of agent changes.

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2 workflows

Generative video

Kling AI

Creating text-to-video and image-to-video shots, controlling start and end frames, and maintaining subjects with reusable Elements.

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2 workflows

Real-time AI creative suite

Krea

Rapid visual exploration, live art direction, image and video iteration, creative upscaling, style-guided generation, and assembling repeatable multi-model workflows.

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2 workflows

Agent application framework

LangChain

Building agents with standardized model interfaces, typed tools, structured output, middleware, persistence, and human approval controls.

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2 workflows

LLM engineering observability

Langfuse

Tracing complete LLM requests, debugging agents and retrieval, managing prompt versions, running experiments and evaluations, and monitoring quality, latency, tokens, and cost.

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2 workflows

Durable agent orchestration

LangGraph

Designing stateful agent workflows that require explicit control flow, durable checkpoints, streaming, recovery, memory, and human-in-the-loop decisions.

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2 workflows

LLM observability and evaluation

LangSmith

Tracing agent and LLM runs, investigating failures, comparing prompts and models on datasets, collecting feedback, monitoring production quality, and promoting tested versions.

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2 workflows

AI application deployment cloud

DGX Cloud Lepton

Turning Python model code into a Photon service, deploying a Photon or container as a GPU endpoint, and operating bounded AI jobs and inference workloads in a managed workspace.

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2 workflows

Realtime voice agent platform

LiveKit

Building low-latency voice assistants, multimodal room participants, phone agents, realtime translation, tool-using conversational workflows, and human handoffs.

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2 workflows

Data framework for AI

LlamaIndex

Loading and indexing private data, building source-grounded retrieval applications, composing workflows and agents, and evaluating retrieval and response quality.

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2 workflows

Local model runtime

LM Studio

Running supported open models locally, comparing model configurations, chatting with private local data, and providing local application APIs.

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2 workflows

Open-source AI workspace

LobeHub

Using multiple AI providers in one workspace, building reusable assistants with files and knowledge, and operating a private multi-user LobeChat service with controlled extensions.

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2 workflows

AI app builder

Lovable

Turning a product brief or interface reference into a working web application, iterating visually, connecting a backend, and synchronizing editable code to GitHub.

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2 workflows

Generative video

Dream Machine

Developing images and short video shots, controlling transitions with keyframes, and transforming existing footage while preserving motion.

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2 workflows

Visual AI automation

Make

Building visual automations and bounded AI agents that combine triggers, structured scenarios, knowledge, and tools across business applications.

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2 workflows

Autonomous AI agent

Manus

Delegating multi-step research, analysis, file creation, browser work, and small application or website builds.

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2 workflows

TypeScript agents and workflows

Mastra

Building TypeScript agents for open-ended tasks and typed, resumable workflows for controlled multistep processes, with shared memory, tracing, and evaluation.

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2 workflows

Generative 3D platform

Meshy

Rapidly prototyping 3D props and characters, converting concept images into meshes, generating textures, and preparing draft assets for games, visualization, AR, or further artist refinement.

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2 workflows

Personal AI assistant

Meta AI

Conversational research, recommendations, drafting, voice assistance, and image creation inside the Meta products people already use.

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2 workflows

Visual generation

Midjourney

Exploring visual directions, generating art direction references, and iterating on image or video concepts from a clear creative brief.

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2 workflows

Mistral AI agent

Vibe by Mistral AI

Multilingual assistance, structured research, project-based knowledge work, custom agents, connected tools, and coding tasks.

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2 workflows

Open model and dataset ecosystem

ModelScope

Discovering, evaluating, downloading, training, and publishing open models and datasets, or deploying controlled Studio and MCP projects through one AI asset hub.

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2 workflows

Multi-model AI assistant

Monica

Summarizing webpages and documents, comparing model responses, drafting and rewriting text, researching with references, and accessing an assistant across devices.

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2 workflows

Workflow automation

n8n

Connecting APIs and applications, building event-driven automations, orchestrating AI steps and tools, and retaining detailed control over workflow data and execution.

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2 workflows

AI cloud and model platform

Nebius AI

Evaluating and serving open models through managed APIs or dedicated endpoints, and running controlled training and inference workloads on GPU VMs, containers, or Kubernetes.

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2 workflows

Source-grounded research

NotebookLM

Building a focused knowledge space from PDFs, websites, videos, audio, and workspace files, then asking grounded questions or producing cited study and briefing materials.

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2 workflows

Workspace AI

Notion AI

Working with AI in the same workspace as notes, pages, team documentation, and structured project information.

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2 workflows

AI storytelling and illustration

NovelAI

Developing fiction with controlled context, memory and lorebooks; exploring story branches; generating anime-inspired concept art; and maintaining private, exportable creative projects.

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2 workflows

Multimodal model and GPU APIs

Novita AI

Adding language, image, audio, or asynchronous video generation to applications, or deploying custom containers and models on dedicated or autoscaling GPU endpoints.

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2 workflows

Local model runtime

Ollama

Running supported language and multimodal models locally, experimenting through a terminal, powering local applications through an API, and connecting compatible coding tools.

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2 workflows

Multimodal developer API platform

OpenAI API Platform

Building production text, vision, audio, realtime, image, video, retrieval, and tool-using applications through managed models and platform APIs.

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2 workflows

Provider-flexible coding agent

OpenCode

Using plan, build, exploration, and custom agents across repositories while controlling models, commands, edits, external directories, web access, skills, and subagents.

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2 workflows

Autonomous software development

OpenHands

Delegating bounded repository tasks to an agent that can inspect code, edit files, run commands, and test changes inside a controlled execution environment.

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2 workflows

Multi-model API router

OpenRouter

Comparing and calling many AI models through one interface, aggregating billing, and routing across providers for availability, cost, performance, or privacy.

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2 workflows

Self-hosted AI interface

Open WebUI

Giving individuals or teams one controlled interface for multiple local or hosted models, reusable prompts, tools, and document knowledge bases.

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2 workflows

Answer engine

Perplexity

Fast, source-oriented research, comparison work, and turning an open question into a brief you can check.

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2 workflows

Agent platform and runtime

Agno

Building Python agents, specialist teams, and deterministic workflows, then serving and managing them through AgentOS with sessions, memory, knowledge, tracing, evaluation, RBAC, and approvals.

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2 workflows

Personal conversational AI

Pi

Reflective conversation, brainstorming, goal clarification, rehearsal, and low-stakes personal organization in a warm conversational format.

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2 workflows

Generative video

Pika

Creating short social videos from text, images, or footage; directing transitions with Pikaframes; and experimenting with Pika's visual effects and AI Selves.

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2 workflows

AI video creation platform

PixVerse

Producing short stylized videos, character-consistent clips, image animation, effects-driven social concepts, and audio or lip-sync drafts through creator and API workflows.

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2 workflows

Multi-model AI platform

Poe

Trying multiple AI models in one interface, comparing responses, and creating focused prompt bots, API bots, or Canvas apps.

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2 workflows

Typed Python agent framework

Pydantic AI

Building Python agents with strongly typed inputs, dependencies, tools, and outputs, then evaluating and running them with explicit token, request, tool, concurrency, and durability controls.

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2 workflows

Agentic coding workspace

Qoder

Delegating spec-driven development in isolated worktrees, reviewing autonomous changes, and using repository knowledge or expert agents for complex engineering tasks.

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2 workflows

Multimodal assistant

Qwen

Multilingual assistance, web research, mixed-file analysis, coding, and experimenting with Qwen's open model family.

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2 workflows

AI design platform

Recraft

Creating art-directed brand visuals, illustrations, icons, scalable vector assets, mockups, and controlled image variations inside a design-oriented workflow.

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2 workflows

Hosted model APIs

Replicate

Testing public generative models, integrating versioned predictions, running asynchronous media jobs, and deploying custom model versions.

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2 workflows

Cloud app builder

Replit

Planning, building, previewing, and publishing web or mobile applications from a brief while retaining access to the generated project and development environment.

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2 workflows

Mode-based coding agent

Roo Code

Planning, implementing, debugging, and explaining repository changes with specialized modes and visible approval of file, command, browser, and MCP actions.

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2 workflows

Generative video

Runway

Developing image-to-video and text-to-video shots, iterating motion and camera direction, and organizing generative video work into creative sessions.

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2 workflows

Enterprise AI inference

SambaNova Cloud

Testing and integrating high-throughput hosted language models through a familiar API surface, with enterprise deployment options through SambaStack.

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2 workflows

Hosted multimodal model APIs

SiliconCloud

Testing and integrating hosted open models for chat, embeddings, reranking, image, audio, and video workloads through a common API surface.

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2 workflows

Generative media platform

Stability AI

Building applications that generate, edit, upscale, control, and transform images through Stable Image services and related Stability AI models.

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2 workflows

Music generation

Suno

Exploring song concepts, generating musical directions from a brief, developing lyrics and arrangements, and producing draft tracks for creative review.

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2 workflows

Search and web retrieval

Tavily

Giving AI applications current web search, clean page extraction, selective site crawling, URL mapping, and asynchronous research capabilities.

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2 workflows

Open-model AI cloud

Together AI

Comparing and serving open models through serverless inference, dedicated endpoints, evaluations, fine-tuning, and managed GPU infrastructure.

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2 workflows

AI media enhancement suite

Topaz Labs

Restoring and enhancing existing photos and footage, reducing noise, recovering detail, increasing resolution, stabilizing motion, interpolating frames, and preparing media for delivery.

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2 workflows

AI-native development environment

TRAE

Building and modifying applications through an AI-native editor while keeping project context, generated plans, agent actions, and visual previews in one workspace.

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2 workflows

Music generation

Udio

Exploring song ideas, extending arrangements, remixing owned material, and directing new music with authorized style references.

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2 workflows

Language and document AI platform

Upstage

Building language and document automation with Solar models, structured generation, document digitization, information extraction, classification, semantic retrieval, and agent APIs.

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2 workflows

AI web app builder

v0

Turning product ideas, screenshots, and requirements into responsive web interfaces and incremental full-stack applications.

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2 workflows

AI raster-to-vector service

Vectorizer.AI

Converting logos, illustrations, scans, icons, artwork, and other bitmap assets into editable or scalable vector paths through a browser or repeatable production pipeline.

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2 workflows

Cloud generative AI platform

Vertex AI

Building and operating production generative AI and ML systems with Gemini and Model Garden models, grounding, RAG, evaluation, tuning, agents, and Google Cloud controls.

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2 workflows

Reference-driven AI video

Vidu

Creating short videos with reusable characters, products, props, scenes, or styles and maintaining visual continuity across reference-driven shots.

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2 workflows

AI character motion platform

Viggle

Animating a still character from reference motion, replacing characters in existing movement, creating short dance or performance clips, and prototyping real-time character overlays.

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2 workflows

High-throughput model serving

vLLM

Serving open and custom language, embedding, reranking, transcription, and related models at high throughput through familiar APIs on controlled GPU infrastructure.

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2 workflows

Retrieval embeddings and reranking

Voyage AI

Creating high-quality text or multimodal embeddings and reranking candidate results for semantic search, RAG, code search, and domain-specific retrieval.

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2 workflows

Agentic code editor

Windsurf

Understanding codebases, planning and implementing repository changes with Cascade, and preserving team conventions through project rules.

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2 workflows

Serverless AI inference

Cloudflare Workers AI

Running open-source text, embedding, image, speech, and classification models in serverless Workers and combining them with AI Gateway and Vectorize.

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2 workflows

Multimodal model API platform

xAI API

Building Grok-powered text, coding, reasoning, multimodal, media, realtime voice, retrieval, and tool-using applications through production APIs.

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2 workflows

Local and distributed model serving

Xinference

Running and managing multiple open or custom model types behind local or cluster APIs with model lifecycle, resource, authentication, permission, audit, and monitoring controls.

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2 workflows

AI automation

Zapier

Automating trigger-and-action workflows, connecting AI to business applications, creating agents, transforming data, and reducing repetitive operational work.

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2 workflows

AI-powered cloud deployment

Zeabur

Using plain language to configure application deployments and accessing multiple model providers through a single OpenAI-compatible API and usage ledger.

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2 workflows

Codebase-aware coding agents

Zencoder

Completing multi-file coding tasks with repository context, validation tools, specialized agents, and controlled search across approved codebases.

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Research index

Every tool on our radar.

Colored, linked entries are published. The remaining marks are the research queue; they will become clickable only when their guides are genuinely useful.

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