Harness Manager

Notable signal

Your AI coding stack manager, all in one place

Launched 8h ago

Signal

Velocity

What this means

+30%Launching in a 30% WoW growing category.

Developer Tools had 372 launches this week vs 287 last.

17Founder Conviction Index: 17 — low signal.

Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability

18%

today

Projected end-of-day votes

74range 56–100

Trajectory

stable

Not enough snapshots yet to detect trajectory.

Speed vs peers

1.2×

6 Developer Infrastructure launches

About

Harness Manager is the App Store and control center for AI coding harnesses on Mac. Discover, install and update tools like Claude Code, Codex, OpenCode, Pi and more. Automatically detect what’s already installed, manage MCP servers and AI skills, check versions and paths, and diagnose broken installations or configuration issues. Your entire AI coding stack, finally in one place.

AI Summary

Harness Manager is a centralized application for managing AI coding tools on Mac, allowing users to discover, install, and update various coding harnesses. It features automatic detection of installed tools, management of MCP servers, and diagnostics for installation issues.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum0

Sustained over 6h

Virality0

Spread × engagement

Engagement11

Discussion per unit of attention

Editorial read

Scored deterministically. Only candidates that fire a story trigger are sent to a model, so this one has no written angle.

ThinLittle evidence and no strong angle. Nothing to build on yet.

115/8

Timeliness5%100

carried 7%

Novelty15%37

carried 20%

Trend20%36

carried 27%

Business15%6

carried 20%

Story20%0

carried 27%

Not measured · 3 of 8

Revenue10%—

Founder10%—

Cross-platform5%—

Gaps in our data, not findings about the product. Their weight is redistributed across the 5 we did measure.

measuredmeasured, zeronot measured

Full audit →

Signal sources

3 of 6 active

Launch tracking2 readings since we picked it up
AI analysisDeveloper Infrastructure
Comment intelligencethread not yet analysed
Outside discussionnot checked — domain is a storefront or shared
Revenue signalsno match on this domain
Editorial scoring13% evidence coverage

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.