Tokenflow
Quiet signalSee where your AI spend actually goes
Launched 3d ago
Signal
20
Velocity
0
What this means
30%Vote pace is below typical for Developer Infrastructure.
Running at 30% of comparable launches.
+450%Launching in a 450% WoW growing category.
Development had 11 launches this week vs 2 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
2%
today
Projected end-of-day votes
3range 2–4
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.3×
39 Developer Infrastructure launches
About
Your AI coding agents bill you monthly and tell you nothing. TokenFlow reads the logs Claude Code, Codex, Cursor and Cline write on your machine, prices every branch, and posts the cost on the pull request as a comment plus a status check — so a change over its declared budget fails before it merges. A guard hook brakes a session while it is still running, and an MCP server hands the same numbers to the agent spending the money. Local-first, zero dependencies, MIT. Nothing leaves your machine.
AI Summary
Tokenflow is a developer tool that analyzes AI coding agents' logs to provide cost insights on code changes, posting expenses as comments on pull requests. It operates locally with zero dependencies, ensuring that all data remains on the user's machine.
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.