Analog Whiteboard Framework

Whiteboard flow

1. Draw boundary: source -> transfer -> victim.
2. Mark failing metric and workload context.
3. Add setup/model assumptions and validity limits.
4. Name proving artifact and accountable owner.
5. End with bounded fix and rollback trigger.

Key takeaways

• Strong answers tie equations and measurements to release decisions.

• Never skip setup fidelity and residual-risk communication.

Analog deep dive

Analog closure quality depends on mechanism classification, evidence quality, and owner-bound mitigation.

Concept diagram

assumption -> mechanism -> evidence -> mitigation -> replay

Metric graph

risk reduction trend

Metrics and artifacts to collect

• context lock sheet

• source-path-victim map

• before-after validation matrix

Mini case study

Prove first failing boundary before widening solution scope.

Debug branches

• Classify mechanism

• Capture proof

• Apply one bounded fix

Senior review question

Ask: which source-path-victim boundary failed first, and which artifact proves it reproducibly?

Key takeaways

• Tie every analog claim to one measurable metric and one proving artifact.

• Prefer minimal reversible mitigations with explicit owner and rollback criteria.

Common pitfalls

• Treating all noise as one scalar instead of path and frequency dependent behavior.

• Changing multiple analog knobs at once and losing causality.

• Declaring closure from nominal behavior without stress replay evidence.