Current Leader
autogen
→ 0 on Momentum. Score 99, confidence 78%. A programming framework for agentic AI
Morning Brief
Jun 15AI 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
281413 sync runs loggedDiscovery Pool
3710545 tracked toolsLatest Sync
51m agoJun 15, 1:07 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
11Newly ranked entries matching the current filtersBiggest Climb
+9%webclaw 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 Fallback51m ago
The latest snapshot came from GitHub + Hacker News + RSS and was written at Jun 15, 1:07 PM.
28 ranking rows live1413 sync runs
Snapshot
live-20260615130704924120-dd05a2Coverage
Current coverage snapshot
Tracked Tools10545
Signal History39408
Current Rankings28
Candidate Pool37
Sync Runs1413
Historical signals continue accumulating, while the homepage and detail views read only the latest active layer.
Page Snapshot
Source page cache pool
802 source pages are cached right now, and 729 are already stale. The next sync will refresh them automatically.
Cached Pages802
Fresh Success73
Stale Cache729
Error Pages0
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.coblender.org
Discovery Health
Discovery quality and denoising
The pool currently holds 37 candidates, with about 46% likely noise. Manual rules apply to this number in real time.
Candidate Pool37
Product14
Mixed6
Editorial12
Seed Sites5
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 Jun 15, 1:06 PM.
Hacker NewsHealthy
The latest successful pull brought in 15 items at Jun 15, 1:06 PM.
RSSHealthy
The latest successful pull brought in 8 items at Jun 15, 1:07 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.
Discovery-pool noise is still elevatedHeads-Up
Editorial and seed-type candidates currently account for about 46% 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 801 · Failed 0 · Non-HTML 0 · Stale 728
huggingface.co
Success 0 · Failed 0 · Non-HTML 1 · Stale 1
Recent IssuesRecently failed fetches
Leaderboard
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 8078% confidenceSurge +1%
#3First tracked appearance
webclawAI Coding
Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.
GitHub
aiai-agents
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#4First tracked appearance
studioAgent Tools
Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar
GitHub
agentsai
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#5First tracked appearance
supiAgent Tools
SuPi (Super Pi) is my curated extension stack for PI, I use in every project, shared in case they help you too. Bundling LSP, TreeSitter, Ask-User-Tool, context monitoring, and practical small extras.
GitHub
agentextension
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#6First tracked appearance
GenesisPodAgent Tools
GenesisPod — open-source, enterprise-grade platform for AI deep research, content production, and multi-agent collaboration. AGPL-3.0 with CI-verified architecture boundaries.
GitHub
agentsagpl
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#7First tracked appearance
khiveAI Coding
dynamic context for agent knowledge
GitHub
ai-agentscontext-engineering
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#8First tracked appearance
jean.buildAgent Tools
Landing page for Jean
GitHub
agentsai
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#9First tracked appearance
plug-n-skillsAgent Tools
Ready-to-install skills and plugins for Codex, Claude Code, and AI coding agents: practical workflows for app delivery, architecture, research, design, and agent tooling.
GitHub
agent-pluginsagent-skills
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#10Holding from #10
meaningfull-commitsAgent Tools
The number goes up. That's it. That's the repo.
GitHub
automationcommits
→ 0Prev #10
Score 7278% confidenceSurge +1%
#11First tracked appearance
cliAgent Tools
qn is a command-line interface for Quicknode, manage your Quicknode account and resources easily with a CLI created with both humans and agents in mind
GitHub
agentblockchain
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#12First tracked appearance
aexAgent Tools
AEX SDK, CLI and docs
GitHub
agentai
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#13First tracked appearance
cyberbriefAgent Tools
AI threat intel briefings with BLUF reports, ATT&CK mapping, and IOC extraction.
GitHub
automationbriefing
NEWFirst time on the board
Score 7278% confidenceSurge +9%
#14First tracked appearance
open-pertosaAI Coding
Sistema RAG per la consultazione in linguaggio naturale di documenti amministrativi pubblici. Sviluppato per il Comune di Pertosa (SA) come iniziativa civica open source.
GitHub
civic-technologyfastapi
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 runs1411
First seen Apr 16, 11:15, last updated Jun 15, 13:07.
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
2026-06-15 12:41
Stars 58967 / Forks 8892 / Watchers 526 / Issues 886 / Active 61d
Cached source page
Peer comparison
openai-agents-python+1%A lightweight, powerful framework for multi-agent workflows
studio+9%Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar
supi+9%SuPi (Super Pi) is my curated extension stack for PI, I use in every project, shared in case they help you too. Bundling LSP, TreeSitter, Ask-User-Tool, context monitoring, and practical small extras.
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.