Images and layers
Define it · locate it · observe it · explain its failure mode.
Package application and runtime dependencies into a reproducible, constrained artifact.
Learn each concept deeply enough to recognize it, place it in the system and reason about normal and failed behavior.
Define it · locate it · observe it · explain its failure mode.
Define it · locate it · observe it · explain its failure mode.
Define it · locate it · observe it · explain its failure mode.
Define it · locate it · observe it · explain its failure mode.
Define it · locate it · observe it · explain its failure mode.
Define it · locate it · observe it · explain its failure mode.
For every transition: identify input, output, identity, protocol, state, trust boundary, evidence and owner.
Documentation and AI are allowed. The engineer must review every output and demonstrate the result from direct evidence.
State impact → collect evidence → form competing hypotheses → test the cheapest discriminator → isolate root cause → contain → correct → verify.
Timeline, relevant logs/metrics, failed assumptions, root cause, correction, verification and one prevention action.
AI may suggest causes and commands. The engineer must explain why each check is safe, what result is expected and how the result changes the hypothesis.
Define what belongs in image, configuration, secret and persistent storage.