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---
name: concurrent-debugging-strategies
description: Develop advanced debugging workflows for concurrent rendering, including reproducibility under non-deterministic scheduling.
---
# Concurrent Debugging Strategies (React 18)
## Summary
Develop advanced debugging workflows for concurrent rendering, including reproducibility under non-deterministic scheduling.
## Key Capabilities
- Reproduce concurrency bugs using controlled scheduler instrumentation.
- Isolate torn render artifacts with boundary tracing.
- Correlate render phases with state snapshots.
## PhD-Level Challenges
- Construct a deterministic replay harness for concurrent updates.
- Formalize minimal counterexamples for concurrency regressions.
- Build tooling to visualize lane interactions in real time.
## Acceptance Criteria
- Provide a repro harness with deterministic scheduling.
- Demonstrate isolation of a concurrency bug to a single boundary.
- Document a debugging protocol with evidence.
