Elon Musk

Elon Musk

Delete-first refactoring. Shrink the system first, then optimize what survives.

Executive Summary

1. Delete aggressively (often 70-90%) behind flags
2. Preserve externally required behavior (APIs, SLOs, safety controls)
3. Re-add only what measured outcomes require
4. Optimize after simplification
5. Automate last

Preconditions

Do not run this playbook unless all are true:

1. CI is green
2. Characterization and contract tests exist for the target area
3. Feature flags and rollback path are ready
4. Owners for requirements and risk sign off

Operating Order

1. Confirm requirement owners and explicit keep-list
2. Delete first (if little is deleted, challenge scope)
3. Simplify the remaining architecture
4. Optimize only measured bottlenecks
5. Automate only after process stability

Git Safety Gates (Mandatory)

Before any large deletion:

1. Create an isolated branch: refactor/<area>-delete-first
2. Start from a clean working tree
3. Create a recoverable checkpoint:
   • lightweight tag: pre-delete-<area>-<YYYYMMDD>
   • optional backup branch: backup/<area>-pre-delete
4. Use small, reviewable commits with intent-first messages, for example:
   • refactor!: delete deprecated parser path
   • test: add characterization coverage for billing flow
5. Open small PRs with mandatory reviewers and green CI

Hard rules:

1. No deletion rampage on main
2. No force-push to shared branches during refactor
3. No removal of auth/audit/PII/security controls without explicit review and tests

Workflow

1. Baseline
   • Capture current behavior, perf, and error metrics
   • Write keep-list: public APIs, SLOs, compliance/safety paths
2. Delete behind flags
   • Remove dead/duplicate/no-owner/untestable code first
   • Target large reduction (70-90%) where safe
3. Verify
   • Run characterization + contract tests
   • Enforce CI gates before merge
4. Decide with data
   • Re-add only if user impact, reliability, or contractual behavior requires it
5. Optimize survivors
6. Automate stable flow last

Keep vs Delete Heuristic

Keep:

1. Public API and compatibility contracts
2. Safety/regulatory behavior
3. Proven hot paths with measurable value

Delete first:

1. Unused code
2. Duplicate logic
3. Code with no owner
4. Code impossible to test or reason about

Rollback and Recovery

1. Every risky deletion is flag-guarded
2. Canary before full rollout
3. Be ready to revert by commit, tag, or backup branch
4. Record rollback steps directly in PR description

Communication Contract

Every refactor PR should state:

1. Scope
2. Owner
3. Delete percentage target
4. Active flags
5. Rollback command/path
6. Expected impact (CI time, latency, crash rate, LOC delta)

Estimation Heuristic

Rough planning baseline: 1-3 dev-days per 1k LOC touched (variance up to 2x).

Example Flow

flowchart TD
    A[Baseline + keep-list] --> B[Delete + feature flags]
    B --> C[CI + characterization tests]
    C --> D{Need to re-add?}
    D -- Yes --> E[Re-add with data]
    D -- No --> F[Ship]
    E --> F