Votes
85
Comments
1
What this means
8.5×Growing 8.5× faster than the typical AI Agents launch.
Compared to 10 AI Agents launches at the same age.
30%Mid-tier finish likely.
Projecting 85 votes by end of day-1.
+100%Launching in a 100% WoW growing category.
Developer Tools had 127 launches this week vs 0 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
30%
today
Projected end-of-day votes
85range 64–115
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
8.5×
10 AI Agents launches
About
Juggler is a desktop workbench for AI coding agents. Tool calls, approvals, thread structure and raw context are laid out in Finder-style columns. Conversations branch into sub-threads. Every tool is a JavaScript plugin. Free, open-source, one Go binary.
AI Summary
Juggler is an open-source desktop workbench designed for AI coding agents, featuring a Finder-style interface for organizing tool calls and conversations. It supports JavaScript plugins and is distributed as a single Go binary.
Vote & comment velocity
Performance
Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement2
Comments per vote
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.
155/8
Timeliness5%100
carried 7%
Novelty15%71
carried 20%
Trend20%50
carried 27%
Business15%1
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- Product Hunt85 votes · 2 snapshots
- AI analysisAI Agents
- Comment intelligence1 comments, not yet analysed
- Hacker Newsnot checked — domain is a storefront or shared
- Revenue (TrustMRR)no 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.