TASK Develop software

Investigate and fix a bug in your code

You have a reproducible bug and want a focused change. A coding agent can investigate the code, prepare a small diff and run tests.

Agents to start with

  • Cursor

    For working in an AI editor with configurable approvals for terminal commands.

  • Claude Code

    For working in the terminal or in your existing development environment.

  • GitHub Copilot Cloud Agent

    For work assigned from a GitHub issue and returned as a pull request for review.

Examples for this task

Sample task to adapt

Fix a bug in the code.

Read the project rules. Investigate [error], propose a small change, and run the relevant checks. Show me the diff and any remaining uncertainties.

Documented use cases

How to approach it

Understand an existing project and implement a clearly limited change.

  1. Provide project rules and acceptance criteria
  2. Create the change in a dedicated workspace
  3. Check tests, diff, and visible behavior

What to check

In addition to tests and the build, check the actual user flow.

Compare the working environment, model choice, approvals and billing.

All candidates in the catalogue

  • 52agents in the catalogue
  • 35self-hostable
  • 35can start without a base fee
  • 4documented as available in Europe

Start the agent finderFilter the catalogue

General-purpose agents 10

  • Hermes Agent

    Self-hosted agent

    Model-agnostic agent system with custom bots, Kanban, skills, hooks, and memory. Available through desktop, CLI, and messaging gateways.

    Self-hostableSelf-hostable without licence feeWith requirements

  • Gemini agent

    Announced universal cloud agent

    Universal work agent announced on October 8, 2026 for research, content and code. Google describes shared enterprise context, tools and persistent cloud execution.

    Availability still unclear

  • goose

    Local general-purpose open-source agent

    Local open-source agent for coding, research, writing and automation. Desktop, CLI and API connect a choice of models with MCP tools.

    Self-hostableSelf-hostable without licence feeWith requirements

  • Letta Code

    General-purpose agent with persistent state

    Agent runtime with persistent memory for coding and general tasks. Agents can be reused through CLI, desktop, browser and messaging channels.

    Self-hostableFree to startWith requirements

  • Abacus AI Agent

    General-purpose platform agent

    General-purpose agent for research, applications, documents and presentations. The Abacus platform connects models, tools and enterprise services.

    Availability still unclear

  • Agent Zero

    Self-hosted work agent

    Open work agent with a Linux environment for browsers, files, code and documents.

    Self-hostableSelf-hostable without licence feeWith requirements

  • Mistral Vibe

    Assistant and agent for work and code

    Mistral’s assistant and agent for work and code (formerly Le Chat) on the web, in the app, in the terminal and in the editor.

    Free to startWith requirements

  • Kimi

    Chat assistant with agent mode and coding agent suite

    Kimi from Moonshot AI with the OK Computer agent mode for research and documents, plus Kimi Code as a coding agent for terminal, VS Code and desktop.

    Availability still unclear

  • MiniMax Code

    General desktop agent with coding and work modes

    MiniMax desktop app for programming and office work, formerly offered at the MiniMax Agent address; with a local workspace, computer use, agent teams and schedules.

    Self-hostableAvailability still unclear

  • Opera Neon

    Agentic browser

    Agentic browser from Opera for Windows and macOS: the browser is free, its own AI agents such as Neon Do and Deep Research require a subscription.

    Free to startWith requirements

Coding agents 31

  • Cursor

    AI development environment

    Coding agent for understanding code, planning changes, developing, and testing.

    Self-hostableFree to startPartly restricted

  • GitHub Copilot Cloud Agent

    Coding agents and development assistants

    Cloud agent for GitHub repositories: examines code, makes changes, and prepares pull requests. IDE mode and the Copilot app are related access methods.

    With requirements

  • Replit Agent

    AI development platform with an agent

    Create software from natural-language tasks in an integrated development environment.

    Free to startAvailable

  • Codex

    Coding agent

    OpenAI's agent for software work: understand, change, and test code. Available in the desktop app, terminal (CLI), editor, and cloud.

    Self-hostableFree to startWith requirements

  • Claude Code

    Coding agent

    Coding agent for understanding code, fixing errors, testing, and making changes through terminal, editor, or web.

    Self-hostableAvailable

  • Devin

    Cloud and local coding agent

    Software agent for scoped development tasks that writes, runs, and tests code. Cloud sessions can be assigned through the web, integrations, or the local CLI.

    Free to startAvailability still unclear

  • Gemini CLI

    Local terminal agent

    Google's terminal-based coding agent for organisations with a Gemini Code Assist licence. Google has stopped selling new licences since 09.10.2026; for free accounts and Google AI Pro or Ultra, Antigravity CLI replaced it on 18.06.2026.

    Self-hostableWith requirements

  • Kiro

    Coding agent across multiple interfaces

    Coding agent with a shared agent core for IDE, CLI, web, and mobile. Specs, Steering, hooks, skills, and MCP structure development work.

    Self-hostableFree to startWith requirements

  • Google Antigravity

    Agent platform with desktop, CLI, and IDE

    An agent platform for development work: Antigravity 2.0 organizes tasks in a standalone desktop app. The CLI and IDE provide additional interfaces to the shared agent core.

    Self-hostableFree to startAvailable

  • Qoder

    Desktop coding agent and IDE with Quest

    A coding agent with a standalone desktop app for delegated tasks. Qoder IDE adds direct editor work and the Quest window for longer tasks.

    Self-hostableFree to startPartly restricted

  • Cline

    Coding agent with desktop, CLI and extensions

    Coding agent for desktop, terminal and editor. It reads and edits project files, runs commands and uses a browser.

    Self-hostableSelf-hostable without licence feeWith requirements

  • Kilo Code

    Coding agent with extensions, CLI and desktop beta

    Coding agent for editor and terminal with a desktop app in beta. Projects, models, agent roles and tool permissions can be configured explicitly.

    Self-hostableSelf-hostable without licence feeWith requirements

  • OpenCode

    Open-source coding agent

    Open-source coding agent with terminal, desktop and web interfaces. V2 adds Code Mode, background tasks and a shared local service.

    Self-hostableSelf-hostable without licence feeWith requirements

  • JetBrains Junie

    IDE and terminal coding agent

    Coding agent in JetBrains AI Chat and the terminal. It plans changes, edits code and uses development tools for tests and reviews.

    Self-hostableSelf-hostable without licence feeAvailable

  • OpenHands

    Coding agent platform with SDK and Agent Canvas

    Platform for coding agents with Agent Canvas, Software Agent SDK and cloud access. Agents edit code, use tools and run configurable automations.

    Self-hostableSelf-hostable without licence feeWith requirements

  • Augment Cosmos

    Coding agent platform with Experts and automations

    Coding agent platform for specialized tasks and automations. Cosmos combines Experts, repositories and tools in local or managed environments.

    Availability still unclear

  • Warp / Oz

    Coding agent with cloud orchestration

    Coding agent for local development and delegated cloud tasks. Warp combines a terminal, code editing and inspectable agent runs.

    Self-hostableFree to startAvailability still unclear

  • Aider

    Interactive coding assistant

    Terminal tool for AI pair programming: edit code, inspect Git diffs and address test failures.

    Self-hostableSelf-hostable without licence feeWith requirements

  • Muse Code

    Coding agent

    Terminal coding agent with coordinated subagents and Meta’s Muse models.

    With requirements

  • Qwen Code

    Coding agent

    Open coding agent with terminal, editor integration and a choice of model providers.

    Self-hostableWith requirements

  • Continue

    Coding agent

    Coding agent for the editor and terminal with configurable models and tools.

    Self-hostableWith requirements

  • Pi

    Terminal coding agent

    Minimal terminal coding agent that you adapt to how you work with extensions, skills and your own models.

    Self-hostableAvailability still unclear

  • Crush

    Terminal coding agent

    Terminal coding agent from Charm with many model providers, LSP and MCP integration, and a permission prompt before tool calls.

    Self-hostableFree to startAvailability still unclear

  • Lovable

    AI agent platform for building web apps

    AI platform that builds and publishes web apps with frontend, backend and database from a description.

    Free to startWith requirements

  • v0

    AI agent for web apps and interfaces

    AI agent from Vercel that turns descriptions or mockups into code and full-stack apps and deploys them on Vercel.

    Free to startAvailability still unclear

  • Bolt

    AI agent for building websites and apps

    AI builder that creates websites, apps and prototypes by chat, with a database and built-in hosting.

    Free to startWith requirements

  • Factory

    Platform with coding agents (Droids)

    Development platform with Droids, agents that work on software tasks in the terminal, apps, Slack, Jira and CI.

    With requirements

  • Amp

    Coding agent with cloud environments

    Coding agent and development environment that works with several models in the terminal, in apps and on cloud machines (orbs).

    Free to startAvailability still unclear

  • CodeWhale

    Open-source terminal coding agent

    Open-source coding agent for the terminal, formerly DeepSeek-TUI, that works with many model providers and local models.

    Self-hostableFree to startWith requirements

  • DeepSeek Harness

    Open-source agent harness in preview

    Open-source agent harness from DeepSeek with a plugin architecture, web interface and desktop app, currently a developer preview.

    Self-hostableFree to startWith requirements

  • Grok Build

    Terminal coding agent with open source code

    Terminal coding agent from SpaceXAI / xAI: it reads the codebase, edits files, runs commands and works interactively, headless or through ACP.

    Self-hostableAvailability still unclear

Agent builders 3

  • Claude Managed Agents

    Agent platform

    Beta platform for custom long-running agents with managed execution and persistent sessions.

    With requirements

  • DeutschlandGPT

    AI work platform with agent mode, desktop agents and workflows

    German AI platform with chat, agent mode, Cowork and Code on the desktop as well as workflows, hosted according to the provider in the Open Telekom Cloud.

    Free to startWith requirements

  • Langdock

    AI platform for companies with agents and workflows

    Commercial AI platform from Berlin with chat, agents, workflows and integrations for company-wide use.

    Self-hostableWith requirements

Agent orchestration 4

  • Paperclip

    Agent team orchestration platform

    Platform for orchestrating agent teams. Tasks, roles, goals, routines and budgets structure the work of connected agents.

    Self-hostableSelf-hostable without licence feeWith requirements

  • Docker Agent

    Agent orchestration

    Define agent teams in YAML and run them with tools on your own infrastructure.

    Self-hostableWith requirements

  • Kiro Crew

    Persistent bot workspace

    Persistent bots for development work: with individual memory, schedules and coordinated worker sessions on your computer or server.

    Self-hostableFree to startWith requirements

  • Timon

    Agent workspace with orchestration

    Local workspace for agent teams: coordinates existing coding agents, tasks, reviews and routines through a shared background service.

    Self-hostableFree to startWith requirements

Agent workspaces 4

  • Buzz by Block

    Platform for people and agents

    Shared workspace for people and AI agents with channels, search, workflows, and Git integration. Can be run on your own server.

    Self-hostableSelf-hostable without licence feeWith requirements

  • T3 Code

    Workspace for existing coding agents

    Workspace for controlling existing coding agents on your machine. Desktop, web and mobile connect to configured agents and their credentials.

    Self-hostableSelf-hostable without licence feeWith requirements

  • OpenBot

    Agent workspace with a desktop app and optional server operation.

    OpenBot combines persistent AI agents, shared chats, files and automations in one workspace. Models and execution environments can be selected for the task.

    Self-hostableFree to startWith requirements

  • Orca

    Open-source agent development environment

    Workspace for parallel coding agents with separate Git worktrees, diff review, and local or self-managed runtimes.

    Self-hostableFree to startWith requirements

The full list is grouped by tool category. Classification is based on provider sources. Hands-on tests are still pending.