Current Leader
autogen
→ 0 on Momentum. Score 99, confidence 78%. A programming framework for agentic AI
Morning Brief
Sep 4AI 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
283334 sync runs loggedDiscovery Pool
3721465 tracked toolsLatest Sync
23m agoSep 4, 10:41 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 Fallback23m ago
The latest snapshot came from GitHub + Hacker News + RSS and was written at Sep 4, 10:41 PM.
28 ranking rows live3334 sync runs
Snapshot
live-20260904224122307397-eb035fCoverage
Current coverage snapshot
Tracked Tools21465
Signal History93177
Current Rankings28
Candidate Pool37
Sync Runs3334
Historical signals continue accumulating, while the homepage and detail views read only the latest active layer.
Page Snapshot
Source page cache pool
3501 source pages are cached right now, and 2904 are already stale. The next sync will refresh them automatically.
Cached Pages3501
Fresh Success594
Stale Cache2904
Error Pages122
Unsupported1
Domains2
Sync Prefetch On8 pages/run4 Workers168h cleanup window12h TTLAuto discovery 10 sites
Error cache 2h TTL, non-HTML pages 1d TTL.
RSS auto-discovery has already found 10 candidate sites, and future syncs will continue probing their feeds.
github.bloggithub.blogdocs.github.comhuggingface.cohuggingface.co
Discovery Health
Discovery quality and denoising
The pool currently holds 37 candidates, with about 43% likely noise. Manual rules apply to this number in real time.
Candidate Pool37
Product14
Mixed7
Editorial10
Seed Sites6
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 Sep 4, 10:40 PM.
Hacker NewsHealthy
The latest successful pull brought in 15 items at Sep 4, 10:40 PM.
RSSHealthy
The latest successful pull brought in 8 items at Sep 4, 10:41 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 122 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 3378 · Failed 0 · Non-HTML 0 · Stale 2784
huggingface.co
Success 0 · Failed 0 · Non-HTML 1
Recent IssuesRecently failed fetches
Unknown DomainFailed
sourcepage request failed after 1 attempts: Client error '404 Not Found' for url 'https://github.com/1Dark134/arxiv-mcp-server' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
https://github.com/1Dark134/arxiv-mcp-serverhuggingface.coNon-HTML
Unsupported content-type: application/rss+xml; charset=utf-8
https://huggingface.co/blog/feed.xmlUnknown DomainFailed
sourcepage request failed after 1 attempts: Client error '404 Not Found' for url 'https://github.com/fsh114514/menwaitan' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
https://github.com/fsh114514/menwaitanUnknown DomainFailedStale
sourcepage request failed after 1 attempts: Client error '404 Not Found' for url 'https://github.com/suranurbildik/SUA-AI' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
https://github.com/suranurbildik/SUA-AIUnknown 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/dominiks1260/agent-kit' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
https://github.com/dominiks1260/agent-kitLeaderboard
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%
#2Up 1 from #3
openai-agents-pythonAgent Tools
A lightweight, powerful framework for multi-agent workflows
GitHub
agentsai
↑ 1Prev #3
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
comandaAgent Tools
The CLI-native orchestrator for AI agent workflows. Run Claude Code, Codex, Gemini CLI & Kimi Code from declarative YAML. Because the terminal is where real work happens.
GitHub
agentsai
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#5First tracked appearance
kyberAgent Tools
Run and manage your fleet of AI agents on a Kubernetes cluster. Each agent gets its own sandboxed pod, including disk, tools, repos and memory, and keeps all of it across restarts. Manage the fleet from the web console, the API, or Telegram and Discord. Made to run with your Claude or ChatGPT subscriptions.
GitHub
agentic-aiagents
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#6First tracked appearance
ChewbaccaAI Coding
Turns Claude into the world's best sidekick. Standards, skills, subagents, hooks, MCP, and macOS tools that install themselves. Nothing to remember, nothing to type.
GitHub
agent-skillsai-agents
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#7First tracked appearance
skill-vaultAgent Tools
AI Skill Finder 2026: Automated Search & Install for Claude Code
GitHub
ai-enhancementai-personas
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#8First tracked appearance
ced-portfolioAgent Tools
Personal portfolio and live NOC dashboard DevOps and Cloud Infrastructure Engineer. 18 nodes, 28 services, always running.
GitHub
automationcloudengineering
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#9First tracked appearance
spec-weaverAgent Tools
Top AI Prompt Optimizer 2026 – Transform Vague Requests Into Structured Dev Specs
GitHub
agentclaude-agent
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#10First tracked appearance
fileflow-agentAgent Tools
Top AI File Organizer 2026 🗂️ - Boost Productivity & Automate Tasks
GitHub
agentaudio-analysis
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#11First tracked appearance
prompt-repetition-experimentsAI Coding
Supplementary materials for What a Null Result Taught Us About AI Agent Evaluation
GitHub
ai-agentsempirical-software-engineering
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#12First tracked appearance
prompt-weaver-frameworkAI Coding
Best Free Prompt Architect AI 2026 – Build Production Prompts with Claude's Interview Framework
GitHub
anthropicclaude
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#13First tracked appearance
awesome-free-apis-liveAI Coding
50+ free & verified public APIs with automated daily health checks
GitHub
api-directoryawesome-lists
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#14First tracked appearance
agentic-ai-java-workshopAgent Tools
Enterprise Agentic AI: Architecting Autonomous Java Systems for Production — Hands-On Workshop
GitHub
a2aagentic
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 runs3324
First seen Apr 16, 11:15, last updated Sep 4, 22:41.
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
2026-09-04 21:01
Stars 60800 / Forks 9179 / Watchers 529 / Issues 1046 / Active 142d
Cached source page
Peer comparison
Discovery of a new OpenAI agent message boardCandidatePopular Hacker News discussion: Discovery of a new OpenAI agent message board
openai-agents-python+1%A lightweight, powerful framework for multi-agent workflows
eve+9%The Open Framework for Building Agents
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.