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  • Revenue
  • Beyond the launch
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  • Content Desk
  • Editorial QA
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2,679 products · 12,714 snapshots
Conservatory by Symphony

Conservatory by Symphony

Quiet signal

Review-first AI Agent for Code Security & GitHub PRs

Launched 3d ago
Signal
20
Velocity
0

What this means

50%Vote pace is below typical for AI Agents.
Running at 50% of comparable launches.
+187%Launching in a 187% WoW growing category.
Artificial Intelligence had 678 launches this week vs 236 last.
14Founder Conviction Index: 14 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
3%
today
Projected end-of-day votes
3range 2–4
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.5×
87 AI Agents launches

About

Vibe coding is fast, but production handoff is fragile. Conservatory is a review-first AI Agent built with OpenAI & Codex ChatGPT-6 Astra that audits web apps for Supabase RLS leaks, WCAG & AEO, and generates safe GitHub Draft PRs—keeping humans in 100% control.

AI Summary

Conservatory by Symphony is an AI agent designed to enhance code security by auditing web applications for vulnerabilities and generating safe GitHub Draft PRs. It integrates OpenAI and Codex ChatGPT-6 Astra to ensure developers maintain control during the production handoff process.

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement—
not measured

Signal sources

2 of 6 active
  • Launch tracking4 readings since we picked it up
  • AI analysisAI Agents
  • Comment intelligencethread not yet analysed
  • Outside discussionnot checked — domain is a storefront or shared
  • Revenue signalsno match on this domain
  • Editorial scoringbelow the signal threshold for this pass

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

Founders

Luciano Guido
@lucianoguido
rep 14
Luciano Guido
@lucianoguido · hunter

Topics

OpenAI DayDeveloper ToolsArtificial IntelligenceGitHub