AI Agents — Software That Works While You Sleep

An open-source autonomous agent that lives on your machine, connects to your messaging apps, and executes real tasks — file management, web browsing, emails, calendar — while you focus on the work that actually needs a human brain.

Fully open-source (MIT); runs 24/7 on your own hardware; connects to WhatsApp, Telegram, Slack, Discord, Signal, iMessage; model-agnostic — use Claude, GPT, or local models via Ollama; Heartbeat scheduler for proactive background tasks.

Self-hosted means you're the IT department — security patches, Docker configs, API key management are all on you. A CVE in early 2026 showed how serious that responsibility is.

A self-improving AI agent from Nous Research that doesn't just execute tasks — it learns from them. It builds reusable skills, maintains persistent memory, and gets measurably better at your specific workflows the more you use it.

Self-improving skill loop — extracts patterns from completed tasks and creates reusable automations; 40+ built-in tools; connects to 15+ messaging platforms; persistent layered memory; fully open-source (MIT); supports cron-based unattended operations.

The learning loop is powerful but opaque — you can't always predict what skills it will create or how they'll behave. And like all self-hosted agents, you pay for the LLM API calls yourself.

Anthropic's agentic desktop tool that turns Claude from a chatbot into a colleague — it opens your files, operates your apps, and completes multi-step knowledge work while you review the results. No terminal, no setup, no Docker.

Lives inside the Claude desktop app on macOS and Windows; operates local files and applications via computer use; connectors for Slack, Google Drive, Zoom; GA as of April 2026 with enterprise controls; permission-first safety model; backed by Anthropic's safety-focused research.

Requires a paid Claude plan ($20–200/month); desktop-only — no web or mobile; limited to knowledge work patterns — don't expect it to replace a developer agent; computer use can be slow and occasionally clumsy with unfamiliar UIs.