Agents IA

AI agents are systems that plan and carry out multi-step tasks on your behalf, calling tools, running code or browsing to reach a goal with limited supervision. A chatbot or assistant mainly answers questions in conversation. Tools like Claude Code, OpenClaw and Google Jules act: they edit files, run commands and chain actions rather than just reply.

For coding, Claude Code and Google Jules autonomously edit and ship code, while OpenClaw runs broader computer tasks. Claude Cowork targets collaborative workflows, Genspark handles research and multi-step web tasks, and Activepieces automates app-to-app processes. The right pick depends on whether you need software development, research or business automation, so match the agent to the job.

Yes. Activepieces is open-source and self-hostable for automation, and several agent frameworks on the market offer free tiers or trials. Many tools, including Google Jules and Genspark, provide limited free usage before paid plans, while agents built on large models still bill for the underlying tokens. Check whether free access is permanent or a trial before relying on it.

AI agents can act on real files, accounts and systems, so they carry more risk than a chatbot. Reliability varies: they can misread a task, take wrong actions or stall on complex goals. Use permission prompts, sandboxes and human review for sensitive steps, and start with low-stakes tasks. Tools like Claude Code and OpenClaw expose approval controls to keep you in the loop.

Start from the task, not the tool. For software, compare Claude Code, Google Jules and OpenClaw on autonomy, language support and pricing. For research, look at Genspark; for cross-app automation, Activepieces. Weigh how much control you want, where it runs, and integration with your stack. ai-hunter.org reviews and compares agents side by side so you can shortlist a few candidates.