Switch from Tasklet to Task Machine
A practical guide to moving from Tasklet's shared team agents to Task Machine's explicit workflows, with Chat, one Inbox, and Tasks for recurring work.
Prefer the side-by-side comparison?Tasklet lets a team delegate work to agents, connect its tools once, and share agents, skills, and memory across the team, with agents running in the cloud on schedules and triggers. It is one of the closest products to Task Machine, so this is a comparison between neighbors. The difference is what leads: Tasklet leads with the agent, and Task Machine leads with the recurring job and the decisions in it.
Why do people switch from Tasklet?
- Building agents was still the job. Designing and maintaining agents is work in itself. Task Machine's catalog of 140 playbooks across 17 categories starts from the outcome, and Chat lets you describe the job instead of building the worker.
- A workflow you can read before it runs. Task Machine runs work as explicit workflows with named steps, branches, approval points, and verifier checks, so what happens is defined by the workflow.
- One Inbox for everything consequential. Approval and question steps from every workflow land in one Inbox, so review has one home.
- Work objects people and agents share. Tasks hold the output, the run history, and the discussion, and both people and agents work in them.
What maps to what?
| In Tasklet | In Task Machine |
|---|---|
| An agent you set up and share | A playbook you pick, or a workflow you describe in Chat |
| Agents with their own cloud computers | Cloud agents, or a computer you connect |
| Automations on schedules, emails, and webhooks | Scheduled and triggered workflows |
| Connections and knowledge you share | Connectors to accounts you own, and Library documents |
| Threads where an agent works | Tasks, with a step-by-step history for every run |
| A shared credit pool from $25 a month | Pricing from $99 a month with included usage |
Prices and features were checked against each vendor's own pages on 6 October 2026.
What do you give up?
Tasklet's flexibility is real: for teams who want to design and share many custom agents, and to start from $25 a month, it fits well. Task Machine leads with workflows and review instead of agent building, which is a constraint if building agents is the point.
How does the switch work?
- List the agents doing recurring business work, such as reporting, outreach, research, or support. Those are the candidates.
- Create your Task Machine workspace, connect the accounts that work touches, and pick matching playbooks from the catalog.
- Rebuild each candidate as a workflow, with agent steps for the work, an approval step before anything consequential, and a verifier check where output must meet a bar.
- Run a cycle, review from the Inbox, read the run history, and raise autonomy levels where the work has proven itself.
Common questions
How is Task Machine different from Tasklet?
Both run scheduled agent work connected to your tools. Task Machine centers Chat, one Inbox, and Tasks over explicit workflows with approval and question steps and verifier checks.
Where do agents run?
In the Cloud by default, or on a computer you connect, where tamacode can use your own ChatGPT, Claude, or GitHub Copilot subscription.
Do agents act without my approval?
Only where you allow it. Each agent has an autonomy level, the default sends consequential actions to your Inbox, and budgets warn you as spending nears the limit.
Details about Tasklet reflect its public materials at the time of writing. Check their site for current terms.