Clear it in 3 steps
Start the environment
Investigate the target
Submit the flag

data.txt contains 100+ Base64 strings. Exactly one decodes to the FLAG injected at startup; decode every line to find it.
Use Python's base64.b64decode
Decode line by line and skip failures with exception handling
The result beginning with FLAG{ is the answer