Dotpals
Quiet signalSee what your AI coding agent actually did catch if bluffed
Launched 1mo ago
Signal
20
Velocity
0
What this means
30%Vote pace is below typical for Developer Infrastructure.
Running at 30% of comparable launches.
+43%Launching in a 43% WoW growing category.
Tech had 157 launches this week vs 110 last.
10Founder Conviction Index: 10 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
2%
today
Projected end-of-day votes
3range 2–4
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.3×
14 Developer Infrastructure launches
About
Your AI coding agent says "Done!", but what actually happened? dotpals is a floating pal and notch that watches Claude Code, Codex, Cursor, Gemini CLI, OpenCode, Copilot CLI or any agent, and turns hundreds of tool calls into a few plain lines: files changed, commands run, what failed. It flags risky moves likeenv edits. When a test result is unclear, an LLM judge (Jev in the cloud, or Laya on your computer) checks whether the tests really passed. Free, MIT open source.
AI Summary
Dotpals is a developer tool that monitors AI coding agents, summarizing their actions by reporting changes made, commands executed, and any failures. It includes a feature to assess test results using an LLM judge and is available as a free, open-source MIT project.
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 tracking7 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 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.