GOODTRACE

Built for people who care about getting AI behavior right. Explore conversations, identify patterns, and understand how your AI is evolving, all locally on your Mac.

GOODTRACE main review view

Features

Local & Private

With Goodtrace, your traces stay yours. Local models reason about your data, so none of your traces gets sent to a server. Your traces are some of your most valuable assets. Keep them on device, with Goodtrace.

Creating a grading round locally on your machine

Query Themes

See your traces organized by recurring topics, user intents, and edge cases. The Query Themes visualizer shows clusters and outliers at a glance, making it easy to explore conversations that are similar to each other and investigate ones that are unusual.

Query themes clustered as colored points, revealing groups and outliers

Conversation First

Reading traces shouldn’t feel like reading JSON. Goodtrace presents conversations naturally while keeping the underlying data only a click away whenever you need it.

A conversation presented naturally for reading

Grades & Rationales

Review each sample with a grade and a supporting rationale. Highlight text directly in the conversation to capture evidence without interrupting your flow.

Grading a sample with a rationale drawn from highlighted evidence

Emerging Themes

As your rationales accumulate, Goodtrace identifies recurring successes and failure modes, helping you discover patterns that are difficult to notice one trace at a time.

Recurring grading themes surfaced across samples

Progress Over Time

Each round of grading helps you understand the impact of changes to your prompts, tools, skills, and rubrics. Compare rounds to see what’s improving, what’s regressing, and where to focus next.

Themes tracked over multiple rounds to show progress over time

Design

Designed to be Read

Reviewing traces requires sustained attention. Goodtrace is designed to make that work feel calmer, faster, and more enjoyable, with carefully considered typography, spacing, and layout that keep your focus on the conversation.

A calm, readable review session

Keyboard First

Every repetitive action has a shortcut. Hold the Command key anywhere in the app to discover available keyboard shortcuts and move quickly through large datasets.

Keyboard shortcuts overlay for moving quickly through samples

Proactive

As patterns emerge in your grading, Goodtrace provides suggested rationales based on your previous decisions to help you apply it more consistently.

A suggested rationale you can add or dismiss

Get Started

Join the List

Join the waitlist to gain early access to Goodtrace.