Board Position
#1 · AI coding still leads, while agent products are starting to break out.
deer-flow is currently ranked #1 on the Momentum board. First time on the board. Active window: 24h.
Score99
Confidence78%
Surge+6%
Sourcesgithub
NEW
Reading Flow
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A programming framework for agentic AI
Tool Detail
deer-flow
Agent Tools
deer-flow
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
Agent ToolsGitHubagentagenticagentic-frameworkgithub
deer-flow appears on 2 boards right now, with the primary position at #1 on Momentum.
This signal is supported by GitHub, spanning 1 source directions.
The system has tracked this tool for 33 runs, first seen Apr 18, 14:25 and most recently updated Oct 15, 23:26.
Score99
Weekly growth+6%
Confidence78%
Primary statusMomentum #1
NEW · First time on the board
Discovery statusRanked
Pool score 99, based on 1 contributing sources.
Tracked runs33
First seen Apr 18, 14:25, last updated Oct 15, 23:26.
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#1D1
#1D2
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#1D4
#1D5
#3D6
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Signal summary
deer-flow appears on 2 boards right now, with the primary position at #1 on Momentum.
This signal is supported by GitHub, spanning 1 source directions.
The system has tracked this tool for 33 runs, first seen Apr 18, 14:25 and most recently updated Oct 15, 23:26.
Discovery assessment
Discovery originPrimary provider
1 sources contributed to the candidate judgement.
Candidate typeProduct candidate
Currently in the Ranked stage.
Quality score87
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.
Text looks more like product copy: agent, toolIncludes product-like sourcesSource copy looks product-like: agent
System judgement
This section shows how source page evidence, multi-run stability, and auto-promotion logic are combined into the candidate judgement.
Source page evidence+7
1 matched
Stability6 consecutive runs
watchlist 6 · ranked 6 · strong 6
Recent snapshotBest 99
Last seen Oct 14, 08:00
Why the system thinks so
Source page evidence: Source copy looks product-like: agent
Board footprint
Momentum#1
NEWFirst time on the board
Score 99Confidence 78%Surge +6%
Newcomers#12
NEWFirst time on the board
Score 99Confidence 78%Surge +6%
Why it matters now
- GitHub is showing a clear upward signal and is worth adding to the watchlist first.
- Current category: Agent Tools. A good fit for the watchlist.
- Current board score: 99. 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
2026-10-15 23:25
Stars 83914 / Forks 11696 / Watchers 338 / Issues 944 / Active 0d
Cached source page
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.
Cached pages1
Total number of fetched pages that are currently available to display.
Successful pages1
Pages fetched successfully with a readable title and summary.
Failed / stale0 / 0
Failed pages will be retried, and stale pages will be refreshed in later syncs.
Domains covered1
Broader domain overlap usually suggests the signal is not just isolated noise.
Status filter
Showing 1 / 1 pages
Sorted by fetch success, freshness, and summary richnessHigh value · 1
High-value hitLinked signalFetch successRich summary
GitHub - bytedance/deer-flow: An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and…
https://github.com/bytedance/deer-flowOct 15, 23:26
FetchedGitHubgithub.comHTTP 200
Why it is prioritized
The fetch succeeded and the cache is still fresh, which makes this page a strong signal for judging whether the product is active and real.
This evidence is already linked to a raw signal record, so you can continue tracing the source from the signal detail page.
Raw signals
GitHubNewcomers #12
Oct 15, 23:26An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
GitHubagentagentic
GitHubMomentum #1
Oct 15, 23:26An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
GitHubagentagentic
GitHubNewcomers #9
Oct 14, 08:00An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
GitHubagentagentic
GitHubMomentum #3
Oct 14, 08:00An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
GitHubagentagentic
GitHubNewcomers #12
Oct 13, 23:55An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
GitHubagentagentic
GitHubMomentum #1
Oct 13, 23:55An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
GitHubagentagentic
GitHubNewcomers #11
Oct 13, 07:45An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
GitHubagentagentic
GitHubMomentum #1
Oct 13, 07:45An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
GitHubagentagentic
GitHubNewcomers #11
Oct 5, 07:40An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
GitHubagentagentic
GitHubMomentum #1
Oct 5, 07:40An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
GitHubagentagentic
GitHubNewcomers #10
Oct 5, 05:39An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
GitHubagentagentic
GitHubMomentum #1
Oct 5, 05:39An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
GitHubagentagentic
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Peer comparison
autogen+1%A programming framework for agentic AI
openai-agents-python+1%A lightweight, powerful framework for multi-agent workflows
GitHub Status - Incident HistoryCandidateGitHub Status - Incident History has been publishing fresh updates consistently through its official content feed.