Marcus Delacroix-Webb

Track delivery rhythm, architectural reasoning, system health, and team patterns instead.

Early technical decisions compound—embedding a senior operator prevents expensive reversals later.

A structured interview process lets non-technical founders spot who actually ran the function.

Nonprofit boards need senior tech leadership without full-time overhead.

A fractional CTO provides hands-on technical leadership and accountability, not just weekly advice.

A relative path in a shared module silently broke deduplication across git worktrees.

Retry logic can silently duplicate write operations when timeouts hide successful side effects.

Fixture-based evals miss production failures that only surface under live conditions.

Auto-checkpoint systems need to scan for secrets before committing agent changes.