Current Leader
autogen
→ 0 on Momentum. Score 99, confidence 78%. A programming framework for agentic AI
Morning Brief
Aug 14AI coding still leads, while agent products are starting to break out.
The strongest growth is coming from developer productivity and task automation, with user attention shifting from novelty to practical workflows. The 24h window emphasizes short-term breakouts and immediate discussion. The current leader is autogen.
Top MoversTap a card to open the research view
- Board Momentum
- Window 24h
- Source All Sources
- Category All Categories
- Multi-source validation 78%
Results In View
14All CategoriesRanking Rows
282834 sync runs loggedDiscovery Pool
3518582 tracked toolsLatest Sync
37m agoAug 14, 8:54 PMBoard Thesis
Momentum · 24hThe strongest growth is coming from developer productivity and task automation, with user attention shifting from novelty to practical workflows.
Agent Tools / 99Multi-source validation 78%
New Signals Today
12Newly ranked entries matching the current filtersBiggest Climb
+9%eve is moving fastest in the current windowPotential Noise
0Overall, the current result set looks well-supportedEditor Watchlist
autogenagentic is the strongest reason to keep watching itSync Pulse
Auto Fallback37m ago
The latest snapshot came from GitHub + Hacker News + RSS and was written at Aug 14, 8:54 PM.
28 ranking rows live2834 sync runs
Snapshot
live-20260814205403870970-4f9524Coverage
Current coverage snapshot
Tracked Tools18582
Signal History79320
Current Rankings28
Candidate Pool35
Sync Runs2834
Historical signals continue accumulating, while the homepage and detail views read only the latest active layer.
Page Snapshot
Source page cache pool
2658 source pages are cached right now, and 2323 are already stale. The next sync will refresh them automatically.
Cached Pages2658
Fresh Success332
Stale Cache2323
Error Pages131
Unsupported1
Domains2
Sync Prefetch On8 pages/run4 Workers168h cleanup window12h TTLAuto discovery 7 sites
Error cache 2h TTL, non-HTML pages 1d TTL.
RSS auto-discovery has already found 7 candidate sites, and future syncs will continue probing their feeds.
github.bloggithub.blogdocs.github.comgithub.communitysupport.github.com
Discovery Health
Discovery quality and denoising
The pool currently holds 35 candidates, with about 43% likely noise. Manual rules apply to this number in real time.
Candidate Pool35
Product14
Mixed6
Editorial11
Seed Sites4
Curated Rules0 / 0
Source Mix
Source Mix In This Run
This sync actually pulled from GitHub / Hacker News / RSS.
GitHub28 signals
GitHubHealthy
The latest successful pull brought in 14 items at Aug 14, 8:53 PM.
Hacker NewsHealthy
The latest successful pull brought in 15 items at Aug 14, 8:53 PM.
RSSHealthy
The latest successful pull brought in 8 items at Aug 14, 8:54 PM.
Demo SeedHealthy
The latest successful pull brought in 6 items at Apr 16, 11:15 AM.
GitHubHacker NewsRSS
Ops Alerts
Automation Signals Worth Attention
This section distills the highest-priority issues from sync runs, discovery quality, and source-page caching so you can decide what to fix first.
Source-page failures are elevatedAttention
There are currently 131 failed pages in the cache pool. Review the crawl diagnostics page to see whether domain-level strategy changes are needed.
Discovery-pool noise is still elevatedHeads-Up
Editorial and seed-type candidates currently account for about 43% of the pool. Continuing to suppress noise with curation rules is recommended.
Snapshot Ops
Source Page Diagnostics
This section lists the most heavily cached domains as well as recent failed or non-HTML links, making it easier to judge how stable automated fetching really is.
Top DomainsWhere the cache is most concentrated
github.com
Success 2526 · Failed 0 · Non-HTML 0 · Stale 2194
huggingface.co
Success 0 · Failed 0 · Non-HTML 1 · Stale 1
Recent IssuesRecently failed fetches
Unknown DomainFailed
sourcepage request failed after 1 attempts: Client error '404 Not Found' for url 'https://github.com/huzheyu93-afk/proof-of-compute-passport-starter' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
https://github.com/huzheyu93-afk/proof-of-compute-passport-starterUnknown DomainFailed
sourcepage request failed after 1 attempts: Client error '404 Not Found' for url 'https://github.com/samaidev/lal' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
https://github.com/samaidev/lalUnknown DomainFailed
sourcepage request failed after 1 attempts: Client error '404 Not Found' for url 'https://github.com/wang-jie-git/moat' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
https://github.com/wang-jie-git/moatUnknown DomainFailedStale
sourcepage request failed after 1 attempts: Client error '404 Not Found' for url 'https://github.com/symphotonn/Clarify-Windows' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
https://github.com/symphotonn/Clarify-WindowsUnknown DomainFailedStale
sourcepage request failed after 1 attempts: Client error '404 Not Found' for url 'https://github.com/ZENFRAME44/auto-readme' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
https://github.com/ZENFRAME44/auto-readmeUnknown DomainFailedStale
sourcepage request failed after 1 attempts: Client error '404 Not Found' for url 'https://github.com/mutlukurt/NexoraAIEnvironment' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
https://github.com/mutlukurt/NexoraAIEnvironmentLeaderboard
Hot tools leaderboard
This board prioritizes products just hitting an inflection point, not simply the biggest names already at scale. 14 results match the current filters.
Board View14 tools in scope
#1Holding from #1
autogenAgent Tools
A programming framework for agentic AI
GitHub
agenticagentic-agi
→ 0Prev #1
Score 9978% confidenceSurge +1%
#2Holding from #2
openai-agents-pythonAgent Tools
A lightweight, powerful framework for multi-agent workflows
GitHub
agentsai
→ 0Prev #2
Score 8178% confidenceSurge +1%
#3First tracked appearance
eveAgent Tools
The Open Framework for Building Agents
GitHub
agentframework
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#4First tracked appearance
gramAgent Tools
Securely scale AI usage across your organization. A single stack to Connect, Secure, Observe and Distribute agents, MCPs, and Skills within your company.
GitHub
agentsaisdk
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#5First tracked appearance
shuxAgent Tools
A modern take on tmux
GitHub
agentsasciinema
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#6First tracked appearance
agentermAgent Tools
AgenTerm is a software for your terminal agents work like *mux but more features. 面向多智能体协同工作的工具，强调人类用户作为"政委"提供决策意志，而工具本身则负责将这些意图转化为可执行、可观察的控制流程。它针对现有工具在多任务协同时易出现的上下文丢失、进程失控等问题，提出轻资源占用但重控制力的设计理念，支持终端、应用、资源集群等统一管理。该工具在智能政治论框架下运作，主张通过强化控制力来实现与自由意志的协同进化，而非单纯限制自由。
GitHub
agentmux
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#7First tracked appearance
pretableAgent Tools
The fastest data grid for React. Built for the AI era.
GitHub
agentsai
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#8First tracked appearance
meta-mask-code-penAgent Tools
MetaMask and CodePen integration for automated trading
GitHub
automationcodepen
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#9First tracked appearance
Codemaster-AiAI Coding
Codemaster-AI is a powerful, local-first coding assistant designed to live directly within your terminal, ensuring your codebase remains secure and private. By leveraging a modular, agent-based architecture and a local vector engine, it provides context-aware code generation, explanation, and debugging without ever leaving your machine.
GitHub
ai-agentsautomated-coding
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#10First tracked appearance
ArtiTam-GalleryAgent Tools
Archivio pubblico per le immagini e il file gallery.json del sito dell’artigiano edile. Aggiornato automaticamente da Google Drive tramite Apps Script.
GitHub
asset-pipelineautomation
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#11First tracked appearance
archstoneAI Coding
A compiler for AI capabilities — describe what your business does once, and Archstone generates the MCP server (and more). Zero manual integration.
GitHub
aiai-agents
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#12First tracked appearance
vscodeloopAgent Tools
Agentic AI coding assistant in your VS Code sidebar — chat with Claude, OpenAI, Gemini, Grok, and more to read, edit, and run code in your workspace.
GitHub
agentagentic-ai
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#13First tracked appearance
uk-company-change-alertsAgent Tools
UK Companies House change monitoring API for supplier watchlists, due diligence, n8n, and Make; factual public-register data only.
GitHub
apify-actorautomation
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#14First tracked appearance
RAG-Eval-HarnessAI Coding
Internal RAG quality platform built with FastAPI, RAGAS, and Groq. Evaluates chunk size, embedder, and retriever configs across a metric grid (faithfulness, context recall, latency, cost), locks baselines, flags regressions, and visualizes trade-offs via a Streamlit dashboard. Includes a synthetic test set generator and GitHub Actions CI gate.
GitHub
chromadbevaluation
NEWFirst time on the board
Score 7278% confidenceSurge +9%
Editors
Editor's call today
AI coding remains the strongest category, but the products most worth tracking are the ones graduating from demo energy into delivery-ready workflows. Right now, autogen is leading the field.
Watchlist
What to watch next
Categories
Category Radar
AI Coding
Search
Video
Agents
Slides
AI Coding
This is where cross-platform resonance is strongest right now, and it is already escaping the core developer bubble.
AI Search
Demand is steady, but new entrants increasingly need sharper positioning to break into view.
Agent Tools
The category is still smaller in absolute volume, but growth speed is strong enough to justify a dedicated watchlist.
AI Video
Growth is more creator-led here, and the path from attention to conversion is longer than in coding.
Tool Detail
Tool research preview
Agent Tools
autogen
A programming framework for agentic AI
Agent ToolsGitHubagenticagentic-agiagentsgithub
Score99
Weekly growth+1%
Confidence78%
Primary statusMomentum #1
→ 0 · Prev #1
Discovery statusRanked
Pool score 99, based on 1 contributing sources.
Tracked runs2832
First seen Apr 16, 11:15, last updated Aug 14, 20:54.
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
#1D3
#1D4
#1D5
#1D6
#1D7
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
2026-08-14 20:32
Stars 60424 / Forks 9106 / Watchers 527 / Issues 985 / Active 121d
Cached source page
Peer comparison
openai-agents-python+1%A lightweight, powerful framework for multi-agent workflows
eve+9%The Open Framework for Building Agents
gram+9%Securely scale AI usage across your organization. A single stack to Connect, Secure, Observe and Distribute agents, MCPs, and Skills within your company.
Methodology
Scoring Methodology
Scoring Formula
Score = 0.4 * Growth Velocity + 0.3 * Discussion Intensity + 0.2 * Consistency + 0.1 * Cross-Source ValidationGrowth Velocity
We compare recent gains across the last 24 hours and 7 days, not just absolute size.
Discussion Intensity
We combine interactions and mentions across Product Hunt, Reddit, Hacker News, and GitHub.
Consistency
The model discounts one-day spikes and favors repeated upward movement.
Cross-Source Validation
When multiple sources lift at the same time, confidence increases and ranking priority goes up.