Cybergizer implementation notes · Practical guide
Give the work a shape
A clear task, acceptance criteria and current project context make it easier for both engineers and agents to act. Stale instructions and ambiguous tasks create rework.
Connect with purpose
Tool access should match the task. Repository context, issue tracking and development environments need explicit permissions and a clear owner.
Keep the delivery checks
Review, tests and release decisions still matter. Measure the team’s full path to a useful release, including review time and correction, rather than counting generated code.
A practical engineering review
Before implementation
Select one repository task and record the expected behavior, system constraints and acceptance checks. Give the engineer and any agent the same current context. Keep secrets outside prompts and grant tools only the access required for the task.
Before release
Inspect the change, run relevant checks and test failure paths. Record unresolved assumptions and assign the release decision to a person. Compare accepted work and subsequent rework with the original workflow to understand whether the change helped.