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Startup Intelligence
Markets
  • Signal Feed
  • All Startups
  • Live Launches
  • Breakout Momentum
  • Opportunity Radar
  • Categories
  • Founders
  • Revenue
  • Cross-platform
Intelligence
  • Ask Market
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/
1,659 products · 3,014 snapshots
swain.

swain.

your open source local AI security lead. one command.

Launched 20h agoProduct Hunt Website
Votes
6
Comments
3

What this means

1.5×Growing 1.5× faster than the typical comparable launch.
Compared to 25 comparable launches at the same age.
+2500%Launching in a 2500% WoW growing category.
Software Engineering had 26 launches this week vs 1 last.
15Founder Conviction Index: 15 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
9%
today
Projected end-of-day votes
6range 5–8
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
1.5×
25 comparable launches

About

the machines write the code now. swain watches what they write. one command before you ship, local AI security review using the claude and codex CLIs you already have. no new accounts. no SaaS. no dashboard. catches auth bugs, billing bypasses, hardcoded secrets, SQL injection, XSS. ends with one thing: the exact issue blocking your launch and the exact command to fix it. nothing the machine writes passes unseen.

Vote & comment velocity

Scores

Velocity0.0
Vote pace vs avg
Momentum0.0
Sustained over 6h
Virality0.0
Spread × engagement
Engagement100.0
Comments per vote

Founders

Maciej DMOWSKI HALOPEAU
@aniolowie · hunter

Topics

Software EngineeringDeveloper ToolsGitHubSecurity