Orchestrator Selector

Answer seven questions to get a ranked recommendation. Each answer narrows the field and explains why.

Context Management Visualizer

The most important and least understood distinction between these tools. Watch how each handles a growing codebase.

The Flexibility Spectrum

Six tools spanning from flexible to opinionated. Click a tool to see what it enforces, what it leaves to you, and what breaks if you choose wrong.

What Survives Better Models

Some capabilities become less valuable as models improve. Others become more valuable. Drag the slider to see which investments hold up.

Combination Recommender

Many teams run two tools together. Select your primary tool to see what stacks cleanly, what conflicts, and how combinations evolve with team maturity.

Prompt-Level vs. Host-Level Controls

Not all controls are equally reliable. Prompts are requests the model usually honors. Host-level mechanisms execute deterministically outside the model's reasoning path.

Reconstructability Matrix

Six months from now, when the original developer is gone, what questions can you answer about how this codebase was built?