LambogeniusKeep source facts, generated changes, and deployment authority separate
Evidence before inference
Deterministic parsers establish source facts; AI explanations and recommendations cannot replace them.
Read-only source boundaries
Keep source, starter, and reference repositories read-only; generate each candidate inside an explicit output boundary.
Path allowlists
Restrict generated output to approved project paths such as workflows, Functions, infrastructure, and tests.
Visible gaps
Unknown or unsupported behavior is reported explicitly instead of becoming plausible-looking generated output.
Safe resume
Content hashes and checkpoints prevent modified generated files from being silently accepted during resume.
Separate deployment approval
Generation does not imply deployment; queuing an Azure pipeline requires an enabled and complete deployment configuration.