Roadmap

Roadmap

PromptPilot's roadmap emphasizes two principles:

1. The SLM remains core to the control layer.
2. The SLM remains bounded and should pass through when uncertain.

Near term

• Improve route confidence reporting for clarify, answer, passthrough, compress, and invoke-agent decisions.
• Expand semantic-preservation checks for file paths, tests, stack traces, commands, and explicit constraints.
• Add more example cases for passthrough and tool-output compression.
• Make telemetry easier to inspect during replay and audit.

Medium term

• Add benchmark fixtures that score both token reduction and preservation.
• Compare SLM harness behavior across providers and model sizes.
• Surface high-risk transformations before invoking the coding agent.
• Improve docs for integrating PromptPilot with Codex/Claude-style workflows.

Non-goals

• Replacing frontier coding models.
• Hiding critical context to maximize token savings.
• Letting the SLM make irreversible code changes.