Consistency matters because learning has a cost. Familiar patterns let users spend that effort on...Consistency matters because learning has a cost. Familiar patterns let users spend that effort on...
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Manual work is always better than ai slop you can use ai for some clips but full video made with ai is unprofessional and a waste of money and resources
The point about people quietly training AI on today's manual tasks is the part most of us underestimate. Do you think the craft shifts to directing and curating those models, rather than disappearing entirely?
I realized that prompt is just 20-30% mostly, it will require:
Claude Skill
Understanding of brand or feature
Taste
visualization
tell what exactly what you think
Going back and forth with multiple iterations
AI in loop
research paper
articles
rules
collaboration b/t apps
Connectors
Knowledge in sound
Ease graph
Locked reference frames
API
MONEY
etc etc
In the end I want to say I'm still learning and I will share what I made and what I change from the last version
Most AI builds break at the wiring, not the model: no retries, no log of what the model actually did, and no clear line for what the agent may do without a human.
I build that layer. My own products run on it -- an ordering platform where an AI agent handles real orders, and a coding agent that writes no file until someone approves the change.
The question worth answering first is what your agent should never decide on its own.