Why this required a product
Agents do not become useful because models got smarter. Companies need the operating loop around the model: tools, permissions, context, verification, and human handoff.
Models are the engine.
CodePress is the operating system.
CodePress is the operating system.
Connects to the real tools where work happens.
Runs agents in controlled, observable workflows.
Turns AI output into shipped work humans can trust.
This is why customers buy CodePress instead of wiring raw APIs themselves.
Assign
A human describes the outcome in Slack, chat, automation, or an app.
1
Authorize
The agent gets scoped tools, credentials, repo context, and company data.
2
Execute
It plans, calls tools, edits code, updates systems, and handles ambiguity.
3
Verify
It runs checks, opens PRs, inspects logs, captures screenshots, and proves it worked.
4
Report
Humans see progress, approve high-trust steps, and get the finished work back.
5
Same loop for Q5. Same loop customized for customers.