set up an agent that:
– generates images
– turns them into short slide videos
– uploads to TikTok
all automatically
What’s interesting is not the content part
it’s the orchestration
the agent is basically:
planning → generating → transforming → publishing EVERYDAY
no manual steps in between
Feels less like “automation”
more like AI Social media manager.
Still rough in some places
but this direction is way more interesting than simple N8N chatbots
If anyone wants to try this out, feel free to reach out. I can set it up for you in your OpenClaw.
Clients often start with the same request: "Let's build an AI agent."
My counter-question is always: which manual process actually costs you time, errors, or money right now?
My selection rule: remove it first. If it can't be removed, simplify it. If it's still needed, automate it with a plain script. Only then add an integration or an agent. Often the best result is the process that no longer exists.
Safe automation means real scenarios, error handling, and alerts. Without alerts, a workflow can silently lose data for weeks. I always define what stays with a human and what goes to the system.
Question for you: which process would you automate first, and why is it still manual?
Service for audit and implementation: https://contra.com/s/BmWLbgFU-ai-automation-from-your-dream-to-working-implementation?r=auto_booster
Alerts are the part I'd underline. In my Linux deploy demo I killed the service on purpose and systemd restarted it, but without an alert nobody would know it happened. For small workflows, where do you send alerts: email, Slack, or something else?
Created an AI WhatsApp Assistant for a food industry startup which will allow customers to place menu inquiries, make complaints and place orders all in one place to a restaurant just through WhatsApp.
Handling menu inquiries, complaints and orders in one WhatsApp thread is a nice scope, and the complaint path is the part I'd watch closest. The same pattern applies to patient messages, where the assistant needs to spot an urgent or sensitive message mid-conversation and route...