fractal

To explore a complex codebase without getting lost, use recursive goal-directed investigation that reads actual files, evaluates findings against your objective, and aggressively prunes dead ends while decomposing only promising subareas. This keeps every finding tied to your original goal.

The best way to investigate an unfamiliar design decision is to narrow the vague question into bounded investigation areas, read the relevant source files directly, and recursively decompose promising paths while citing evidence and pruning irrelevant branches.

Yes, you can trace a bug without exhaustive scanning by applying goal-directed recursive exploration. This approach evaluates findings against your bug tracing goal, skips dead ends aggressively, and continues deeper only where the investigation benefits the objective.

To research an unfamiliar concept and extract focused evidence, decompose the open-ended goal into bounded areas, read the actual files or documentation, evaluate findings against the original objective, and prune dead ends to turn the vague goal into focused evidence.

Yes, recursive codebase exploration works for understanding a specific subsystem by applying aggressive pruning to skip dead ends while continuing deeper only where the goal benefits. It requires reading actual files and evaluating findings against your subsystem understanding objective.

You should not use recursive pruning for codebase investigation when you need exhaustive scanning instead of focused deep exploration. This approach is designed for narrowing vague investigations into goal-relevant findings, not for comprehensive file-by-file system audits.