Board Position
#12 · AI coding still leads, while agent products are starting to break out.
vitni-tensor is currently ranked #12 on the Momentum board. First time on the board. Active window: 24h.
Score72
Confidence78%
Surge+9%
Sourcesgithub
NEW
Reading Flow
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Previous#11 Deep-Risk-OPP
每天08:00自动更新的金油比宏观预警系统：一个数字告诉你油什么时候便宜。公开证伪条款+20年诚实回测+双语LIVE仪表盘 | One number that tells you when oil is historically cheap. Daily auto-updated GOR macro signal, falsifiable and auditable.
Next#13 LoomA high-performance AI agent harness with streaming responses, tool use, MCP integration, and multi-agent workflows.
Tool Detail
vitni-tensor
AI Coding
vitni-tensor
Deterministic, no_std engine for verifiable, cross-vendor bit-identical LLM inference.
AI CodingGitHubai-agentsbit-identicalcross-vendorgithub
vitni-tensor appears on 2 boards right now, with the primary position at #12 on Momentum.
This signal is supported by GitHub, spanning 1 source directions.
The system has tracked this tool for 1 runs, first seen Oct 17, 15:52 and most recently updated Oct 17, 15:52.
Score72
Weekly growth+9%
Confidence78%
Primary statusMomentum #12
NEW · First time on the board
Discovery statusWatchlist
Pool score 74, based on 1 contributing sources.
Tracked runs1
First seen Oct 17, 15:52, last updated Oct 17, 15:52.
Source coverage1
GitHub
7-day score trend
GitHub signals are derived from stars, forks, watchers, and recent activity.7-day rank movement
Lower numbers are closer to the top#12D1
#12D2
#12D3
#12D4
#12D5
#12D6
#12D7
Signal summary
vitni-tensor appears on 2 boards right now, with the primary position at #12 on Momentum.
This signal is supported by GitHub, spanning 1 source directions.
The system has tracked this tool for 1 runs, first seen Oct 17, 15:52 and most recently updated Oct 17, 15:52.
Discovery assessment
Discovery originPrimary provider
1 sources contributed to the candidate judgement.
Candidate typeProduct candidate
Currently in the Watchlist stage.
Quality score72
Higher scores usually indicate a real product rather than editorial or noisy content.
Manual ruleAutomatic
No manual rule is active, so the system judgement is still automatic.
Includes product-like sources
Board footprint
Momentum#12
NEWFirst time on the board
Score 72Confidence 78%Surge +9%
Newcomers#10
NEWFirst time on the board
Score 72Confidence 78%Surge +9%
Why it matters now
- GitHub is showing a clear upward signal and is worth adding to the watchlist first.
- Current category: AI Coding. A good fit for the watchlist.
- Current board score: 72. A useful starting point for the next round of real-data validation.
What could make it noisy
- The signal still mainly comes from a single source, so more cross-validation is recommended.
- This is still a short-window snapshot and lacks longer-term real history.
Source timeline
2026-10-17 15:51
Stars 2 / Forks 0 / Watchers 1 / Issues 0 / Active 0d
Source page evidence
This panel aggregates source pages the system has already fetched and cached, so you can judge whether the tool points to a real product site, an editorial page, or just a seed domain.
No source page evidence has been cached yet. Future syncs or on-demand detail fetches will populate this section.
Raw signals
GitHubNewcomers #10
Oct 17, 15:52Deterministic, no_std engine for verifiable, cross-vendor bit-identical LLM inference.
GitHubai-agentsbit-identical
GitHubMomentum #12
Oct 17, 15:52Deterministic, no_std engine for verifiable, cross-vendor bit-identical LLM inference.
GitHubai-agentsbit-identical
Continue reading
Peer comparison
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