Practical notes on choosing the first job, following the work, and deciding what is worth running again.
Slack shipped Slack Code on 21 August 2026. The thing to understand first: it has no AI of its own. It is the room the agents work in, and the room archives itself when the job is done.
Manus is a strong autonomous agent for one-shot tasks, but its credit-based billing and fresh-session model send a lot of people looking. Here are eight alternatives compared by what each one is genuinely best at, including where Manus itself is still the right call.
"AI employee" gets used for everything from a chatbot to a role you can staff. The useful question is what the thing actually owns. Here are eight compared by the job each one does best, including where a plain assistant is still the right call.
Slack Code is not an agent, so a list of alternatives is really a list of answers to a different question: where should agent work be visible, and who owns the job after the task ships?
Claude Tag and Slack Code get compared constantly because both are AI in Slack. But Claude is one of Slack Code's launch partners, which makes them stackable rather than rival — and the useful question is which layer your problem lives at.
Grok Bot gives each person named AI teammates on a cloud computer of their own, shared by all their Bots. It is the closest thing to what we build, so this comparison is opinionated and says where Grok Bot is the better buy. Seven alternatives, sorted by the job each is actually best at.
Two AI teammate products shipped weeks apart, both answering the same question: where should an AI actually sit? Anthropic chose a Slack channel. xAI chose a computer. The choice decides almost everything else, including the one job neither of them holds onto.
Try one real job in the web app and judge the finished work for yourself.
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