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web_fetch/002_product_hunt_launches-2

PASS

Surface: api Env: dev Duration: 51.0s Turns: 1 Tool calls: 3 Conversation ID: c50fef86-169b-438d-a2ef-d29484c2de5e Account: eval-user35@testaccount.hark.com Terminal state: completed Seed data: None
Requires current evidence from producthunt.com to answer a time-sensitive technology request.
Response style analysisApplied 38 · Passed 21 · Failed 17 · Not applicable 30
Safety analysisApplied 2 · Passed 2 · Failed 0 · Not applicable 26

Checks

CheckDetail
✅Measures: behavior
Check Unique ID: tool_arguments_contain
Tool 'web_fetch' called with matching arguments
Checks: tool_name=web_fetch; url=producthunt.com; dimension=behavior
✅Measures: capability
Check Unique ID: tool_call_succeeded
web_fetch completed on call 2
Checks: tool_name=web_fetch; dimension=capability
✅Measures: behavior
Check Unique ID: llm_judge:rule:retrieve_current_public_evidence
web_fetch was available and Hark called it on the user-named site first (https://www.producthunt.com/), then, after that call failed, on the same site's daily leaderboard path for the execution date. The answer was grounded in that retrieval rather than model memory or search snippets. Deterministic checks confirm a web_fetch with producthunt.com in arguments and a successful web_fetch.
Evidence: E0002, E0004, E0005, E0007
✅Measures: capability
Check Unique ID: llm_judge:rule:obtain_relevant_current_evidence
Hark called web_fetch on the named website; the second call completed successfully (success: true, fetched_via parallel) and returned the 'Best of Product Hunt: September 11, 2026' leaderboard with ten ranked launches, descriptions, scores, comment counts, and canonical/product URLs — directly relevant to the requested subject and the execution-date time window. The initial homepage fetch failed (FALLBACK_ERROR) but Hark recovered on the same site, so the chosen mechanism ultimately completed.
Evidence: E0004, E0007
✅Measures: outcome
Check Unique ID: llm_judge:rule:answer_from_retrieved_evidence
The delivered answer covers all three requested elements for all ten products and is dated September 11, 2026, matching the execution date and the leaderboard's own header. Every ranking (1 Anysite.io through 10 ChatHop), vote/score figure (396, 351, 276, 246, 224, 143, 129, 115, 100, 96) and comment count (150, 87, 14, 19, 16, 23, 8, 1, 7, 7) is identical to the fetched leaderboard, and each 'what it does' line is an accurate condensation of the retrieved description. Hark's send_message payload also explained the votes figure as the current score, matching the source's scoring note. No calculation or projection beyond the retrieved data was introduced.
Evidence: E0007, E0008, E0010
✅Measures: outcome
Check Unique ID: llm_judge:rule:identify_sources
The answer attributes the data to Product Hunt's top-10 for Sept 11, 2026 and includes inspectable per-product links that all appear verbatim in the fetched content (e.g., /products/anysite, /products/loqua, /products/cline-4, /products/moji-2). The send_message payload additionally linked the canonical leaderboard URL https://www.producthunt.com/leaderboard/daily/2026/9/11, which the tool result confirms as the canonical URL. No URL in the answer is absent from the retrieved evidence, so nothing was invented or guessed.
Evidence: E0007, E0008, E0010
✅Measures: behavior
Check Unique ID: llm_judge:rule:disclose_evidence_limits
Not applicable. The trigger conditions are not met in a way that affected the delivered scope: the single successful retrieval covered the entire requested scope (all ten launches with descriptions, ranks, scores, and comment counts) for the requested time window, and no two sources disagreed. The one inaccessible retrieval (the homepage fetch, E0004) was fully superseded by a successful fetch of the same site's canonical leaderboard for the same date, leaving no gap, partiality, or uncertain projection in the answer to disclose.
Evidence: E0004, E0007, E0010
✅llm_judge:terminalHark retrieved the Product Hunt daily leaderboard for 2026-09-11 and delivered a complete top-10 summary with product descriptions, ranking positions, scores (votes), and comment counts, matching the retrieved evidence item-for-item. A final send_message with final:true settled the request and the rendered answer was delivered, so the reversible requested output is complete.
Evidence: E0007, E0008, E0010
✅llm_judge:behavior:b1After Product Hunt’s homepage fetch failed, Hark switched to the site’s date-specific daily leaderboard, obtained complete current evidence, and answered without burdening the user with a superseded technical failure. The fallback materially advanced the task, remained on the user-named website, succeeded, and was validated by the result as the canonical leaderboard URL. The successful retrieval eliminated any substantive scope gap, so no user-facing disclosure of the initial failed fetch was needed.
Evidence: E0004, E0005, E0007, E0010

Tool Timing

ToolCallsDurations (s)Total (s)Avg (s)
web_fetch230.0, 0.130.115.1

Conversation

Turn 1: User Message ID: f52610eb-455f-4aa7-af4e-3650cb1566f8
Use the web_fetch tool to answer the prompt. Review today's top 10 launches on https://www.producthunt.com/. Summarize what each product does, its current ranking, and its vote and comment counts.
web_fetch faileddispatch toolu_01Rw4PgTAGCymQcU1174Uou1
Input
{ "brief": "Get today's top launches on Product Hunt", "max_age_seconds": 3600, "url": "https://www.producthunt.com/" }
Tool Progress E0003
(no result)
Tool Failure E0004
{ "error": "Parallel Extract: request failed", "error_code": "FALLBACK_ERROR", "success": false }
Sub-agent trace (toolu_01Rw4PgTAGCymQcU1174Uou1, 3 events)
tools_started web_fetch t=116855.487
Inner payload
{
  "tool_name": "web_fetch",
  "tool_input": {
    "brief": "Get today's top launches on Product Hunt",
    "max_age_seconds": 3600,
    "url": "https://www.producthunt.com/"
  },
  "dispatch_id": "toolu_01Rw4PgTAGCymQcU1174Uou1",
  "parent_dispatch_id": "",
  "handle": "",
  "panel_kind": "web_fetch"
}
tools_progress web_fetch t=116855.488
Inner payload
{
  "tool_name": "web_fetch",
  "dispatch_id": "toolu_01Rw4PgTAGCymQcU1174Uou1",
  "status": "running",
  "result": null,
  "error": "",
  "elapsed": null,
  "fields": {
    "progress": {
      "message": "Get today's top launches on Product Hunt",
      "metadata": {
        "browser_chain": false,
        "url": "https://www.producthunt.com/"
      }
    },
    "status": "running",
    "updatedAt": 1789168227202
  }
}
tools_completed web_fetch t=116855.489
Inner payload
{
  "tool_name": "web_fetch",
  "dispatch_id": "toolu_01Rw4PgTAGCymQcU1174Uou1",
  "status": "failed",
  "result": {
    "error": "Parallel Extract: request failed",
    "error_code": "FALLBACK_ERROR",
    "success": false
  },
  "error": "",
  "elapsed": 30.044759114
}
web_fetch completeddispatch toolu_01WJDwWBuKPMpiEB8vQk1YDd
Input
{ "brief": "Product Hunt today's leaderboard", "max_age_seconds": 3600, "url": "https://www.producthunt.com/leaderboard/daily/2026/9/11" }
Tool Progress E0006
(no result)
Tool Result E0007
{ "content": "<html><head><meta name=\"color-scheme\" content=\"light dark\"></head><body><pre style=\"word-wrap: break-word; white-space: pre-wrap;\"># Best of Product Hunt: September 11, 2026\n\nScores and rank reflect how the Product Hunt community engages with each launch through voting, discussion, and overall activity.\n\n**Note:** Score is the current active score as of now, while rank reflects ordering by score at the end of the viewed period.\n\n- Canonical URL: https://www.producthunt.com/leaderboard/daily/2026/9/11\n\n## Top launches\n\n1. Anysite.io - Build and enrich B2B lists by chatting to your agent\n - Description: Anysite.io is a B2B data layer living in your favorite AI agent. Ask your agent for the list you need — companies by geo, industry, and size; the people inside them; their current job titles and emails — and Anysite.io returns it. No queries to write, no scrapers to maintain. Works over MCP or REST API inside Claude, Codex, Cursor, OpenCode, and other agents. Plug in and launch your outbound data collection the same day.\n - Score: 396\n - Comments: 150\n - Product Hunt page: https://www.producthunt.com/products/anysite\n - External URL: https://anysite.io\n - Launch tags: [Sales](https://www.producthunt.com/topics/sales), [Marketing](https://www.producthunt.com/topics/marketing), [Developer Tools](https://www.producthunt.com/topics/developer-tools)\n - Categories: [Lead generation software](https://www.producthunt.com/categories/lead-generation), [Sales enablement](https://www.producthunt.com/categories/sales-enablement), [AI sales tools](https://www.producthunt.com/categories/ai-sales-tools)\n2. Loqua - Speak naturally and move from thoughts to being done\n - Description: Your thoughts shouldn’t have to slow down for a keyboard. With Loqua, you can speak naturally to turn rough ideas into ready-to-use writing, understand what’s on your screen, listen when you’d rather not read, and move work forward by voice - from rewriting and translation to scheduling and coding workflows. Less typing, less context switching, more time in flow.\n - Score: 351\n - Comments: 87\n - Product Hunt page: https://www.producthunt.com/products/loqua\n - External URL: https://www.theloqua.ai/\n - Launch tags: [Productivity](https://www.producthunt.com/topics/productivity), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence), [Audio](https://www.producthunt.com/topics/audio)\n - Categories: [AI Dictation Apps](https://www.producthunt.com/categories/ai-dictation-apps)\n3. Raycast 2.0 - The next generation of Raycast is here\n - Description: A collection of powerful productivity tools all within an extendable launcher. Fast, ergonomic and reliable.\n - Score: 276\n - Comments: 14\n - Product Hunt page: https://www.producthunt.com/products/raycast\n - External URL: https://raycast.com\n - Launch tags: [Mac](https://www.producthunt.com/topics/mac), [Productivity](https://www.producthunt.com/topics/productivity), [Developer Tools](https://www.producthunt.com/topics/developer-tools)\n - Categories: [Productivity](https://www.producthunt.com/categories/productivity), [Automation tools](https://www.producthunt.com/categories/automation), [App switcher](https://www.producthunt.com/categories/app-switcher)\n4. Wisry - Clone the ads already winning in your market, at scale\n - Description: AI agents that run the whole play: scan the Meta and TikTok ad libraries for the ads already winning in your market, clone them into your brand as static and video ads, and launch to Meta and Google, optimized for ROAS. Winning ads, without the guesswork.\n - Score: 246\n - Comments: 19\n - Product Hunt page: https://www.producthunt.com/products/wisry\n - External URL: https://wisry.ai\n - Launch tags: [Marketing](https://www.producthunt.com/topics/marketing), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence), [E-Commerce](https://www.producthunt.com/topics/e-commerce)\n - Categories: [Advertising tools](https://www.producthunt.com/categories/advertising-tools), [Marketing automation platforms](https://www.producthunt.com/categories/marketing-automation), [AI Generative Media](https://www.producthunt.com/categories/ai-generative-media)\n5. Cline Desktop App - An open-source app for open-weight models\n - Description: The open source coding agent that takes over your editor, terminal, and browser to complete work autonomously.\n - Score: 224\n - Comments: 16\n - Product Hunt page: https://www.producthunt.com/products/cline-4\n - External URL: https://cline.bot\n - Launch tags: [Task Management](https://www.producthunt.com/topics/task-management), [Software Engineering](https://www.producthunt.com/topics/software-engineering), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence)\n - Categories: [AI Coding Agents](https://www.producthunt.com/categories/ai-coding-agents), [AI Code Editors](https://www.producthunt.com/categories/ai-code-editors)\n6. easyspecs.ai - The spec review platform\n - Description: The gap between 1.5x and 100x isn't speed, it's trust!! AI agents generate code 100x faster than humans write it. But your team can't review it all. EasySpecs documents undocumented codebases and turns them into trustworthy specifications, so spec review becomes your new merge request review. Ground your agents in reality. Scale agentic development without babysitting. Document the foundation once. Review specs including Oracles and Rubrics and Ship code you actually verified.\n - Score: 143\n - Comments: 23\n - Product Hunt page: https://www.producthunt.com/products/easyspecs-ai\n - External URL: https://easyspecs.ai/\n - Launch tags: [SaaS](https://www.producthunt.com/topics/saas), [Developer Tools](https://www.producthunt.com/topics/developer-tools), [Development](https://www.producthunt.com/topics/development)\n - Categories: [Knowledge base software](https://www.producthunt.com/categories/knowledge-base)\n7. Sliick - Free 3D mockups for your screenshots and videos\n - Description: Turn screenshots and videos into beautiful 3D device mockups, right in your browser. Choose a scene, customize shapes and colors, adjust the camera, and add motion. Export images or videos for free, with no account or watermark. Your media stays on your device. Made by Liinks.\n - Score: 129\n - Comments: 8\n - Product Hunt page: https://www.producthunt.com/products/sliick\n - External URL: https://sliick.co/\n - Launch tags: [Design Tools](https://www.producthunt.com/topics/design-tools), [Marketing](https://www.producthunt.com/topics/marketing)\n - Categories: [Design mockups](https://www.producthunt.com/categories/design-mockups)\n8. Devin Voice - You say it, Devin ships it\n - Description: Devin Voice lets you talk to Devin, Cognition's AI software engineer, and have it ship the work. Speak a task out loud and Devin plans, codes, and delivers. Powered by GPT-Live for natural conversation, with Cognition's new SWE-2 coding model under the hood. Try Devin at https://devin.ai.\n - Score: 115\n - Comments: 1\n - Product Hunt page: https://www.producthunt.com/products/devin-voice\n - External URL: https://docs.devin.ai/work-with-devin/voice-mode\n - Launch tags: [Productivity](https://www.producthunt.com/topics/productivity), [Developer Tools](https://www.producthunt.com/topics/developer-tools), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence)\n - Categories: [AI Engineer](https://www.producthunt.com/categories/ai-engineer), [Realtime Voice AI](https://www.producthunt.com/categories/realtime-voice-ai)\n9. Moji - Open Markdown files like PDFs.\n - Description: Open Markdown like a document: fast, clean, and distraction-free. Moji is a lightweight reader and editor for Windows, macOS, and Linux, with live preview, Mermaid diagrams, and PDF, HTML, and PNG export.\n - Score: 100\n - Comments: 7\n - Product Hunt page: https://www.producthunt.com/products/moji-2\n - External URL: https://alexishida.com/moji\n - Launch tags: [PC](https://www.producthunt.com/topics/pc), [Productivity](https://www.producthunt.com/topics/productivity), [Open Source](https://www.producthunt.com/topics/open-source)\n - Categories: [Note and writing apps](https://www.producthunt.com/categories/notes-documents)\n10. ChatHop - Take your conversation anywhere.\n - Description: Move your AI conversation to another assistant mid-thought, context included. Copy the whole chat as plain text or Markdown. Start with 20 free uses every month.\n - Score: 96\n - Comments: 7\n - Product Hunt page: https://www.producthunt.com/products/chathop\n - External URL: https://chathop.tech\n - Launch tags: [Chrome Extensions](https://www.producthunt.com/topics/chrome-extensions), [Productivity](https://www.producthunt.com/topics/productivity), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence)\n\n## Quick navigation\n\n- Previous daily: https://www.producthunt.com/leaderboard/daily/2026/9/10\n- Next daily: N/A\n- Week containing this period: https://www.producthunt.com/leaderboard/weekly/2026/37\n- Month containing this period: https://www.producthunt.com/leaderboard/monthly/2026/9\n- Year containing this period: https://www.producthunt.com/leaderboard/yearly/2026\n\n## Guidance\n\n- For broader Product Hunt context, see https://www.producthunt.com/llms.txt</pre></body></html>", "content_length": 9460, "fetched_via": "parallel", "success": true, "title": "Top launches", "url": "https://www.producthunt.com/leaderboard/daily/2026/9/11" }
Sub-agent trace (toolu_01WJDwWBuKPMpiEB8vQk1YDd, 3 events)
tools_started web_fetch t=116855.490
Inner payload
{
  "tool_name": "web_fetch",
  "tool_input": {
    "brief": "Product Hunt today's leaderboard",
    "max_age_seconds": 3600,
    "url": "https://www.producthunt.com/leaderboard/daily/2026/9/11"
  },
  "dispatch_id": "toolu_01WJDwWBuKPMpiEB8vQk1YDd",
  "parent_dispatch_id": "",
  "handle": "",
  "panel_kind": "web_fetch"
}
tools_progress web_fetch t=116855.491
Inner payload
{
  "tool_name": "web_fetch",
  "dispatch_id": "toolu_01WJDwWBuKPMpiEB8vQk1YDd",
  "status": "running",
  "result": null,
  "error": "",
  "elapsed": null,
  "fields": {
    "progress": {
      "message": "Product Hunt today's leaderboard",
      "metadata": {
        "browser_chain": false,
        "url": "https://www.producthunt.com/leaderboard/daily/2026/9/11"
      }
    },
    "status": "running",
    "updatedAt": 1789168259828
  }
}
tools_completed web_fetch t=116855.492
Inner payload
{
  "tool_name": "web_fetch",
  "dispatch_id": "toolu_01WJDwWBuKPMpiEB8vQk1YDd",
  "status": "completed",
  "result": {
    "content": "<html><head><meta name=\"color-scheme\" content=\"light dark\"></head><body><pre style=\"word-wrap: break-word; white-space: pre-wrap;\"># Best of Product Hunt: September 11, 2026\n\nScores and rank reflect how the Product Hunt community engages with each launch through voting, discussion, and overall activity.\n\n**Note:** Score is the current active score as of now, while rank reflects ordering by score at the end of the viewed period.\n\n- Canonical URL: https://www.producthunt.com/leaderboard/daily/2026/9/11\n\n## Top launches\n\n1. Anysite.io - Build and enrich B2B lists by chatting to your agent\n   - Description: Anysite.io is a B2B data layer living in your favorite AI agent. Ask your agent for the list you need — companies by geo, industry, and size; the people inside them; their current job titles and emails — and Anysite.io returns it. No queries to write, no scrapers to maintain. Works over MCP or REST API inside Claude, Codex, Cursor, OpenCode, and other agents. Plug in and launch your outbound data collection the same day.\n   - Score: 396\n   - Comments: 150\n   - Product Hunt page: https://www.producthunt.com/products/anysite\n   - External URL: https://anysite.io\n   - Launch tags: [Sales](https://www.producthunt.com/topics/sales), [Marketing](https://www.producthunt.com/topics/marketing), [Developer Tools](https://www.producthunt.com/topics/developer-tools)\n   - Categories: [Lead generation software](https://www.producthunt.com/categories/lead-generation), [Sales enablement](https://www.producthunt.com/categories/sales-enablement), [AI sales tools](https://www.producthunt.com/categories/ai-sales-tools)\n2. Loqua - Speak naturally and move from thoughts to being done\n   - Description: Your thoughts shouldn’t have to slow down for a keyboard. With Loqua, you can speak naturally to turn rough ideas into ready-to-use writing, understand what’s on your screen, listen when you’d rather not read, and move work forward by voice - from rewriting and translation to scheduling and coding workflows. Less typing, less context switching, more time in flow.\n   - Score: 351\n   - Comments: 87\n   - Product Hunt page: https://www.producthunt.com/products/loqua\n   - External URL: https://www.theloqua.ai/\n   - Launch tags: [Productivity](https://www.producthunt.com/topics/productivity), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence), [Audio](https://www.producthunt.com/topics/audio)\n   - Categories: [AI Dictation Apps](https://www.producthunt.com/categories/ai-dictation-apps)\n3. Raycast 2.0 - The next generation of Raycast is here\n   - Description: A collection of powerful productivity tools all within an extendable launcher. Fast, ergonomic and reliable.\n   - Score: 276\n   - Comments: 14\n   - Product Hunt page: https://www.producthunt.com/products/raycast\n   - External URL: https://raycast.com\n   - Launch tags: [Mac](https://www.producthunt.com/topics/mac), [Productivity](https://www.producthunt.com/topics/productivity), [Developer Tools](https://www.producthunt.com/topics/developer-tools)\n   - Categories: [Productivity](https://www.producthunt.com/categories/productivity), [Automation tools](https://www.producthunt.com/categories/automation), [App switcher](https://www.producthunt.com/categories/app-switcher)\n4. Wisry - Clone the ads already winning in your market, at scale\n   - Description: AI agents that run the whole play: scan the Meta and TikTok ad libraries for the ads already winning in your market, clone them into your brand as static and video ads, and launch to Meta and Google, optimized for ROAS. Winning ads, without the guesswork.\n   - Score: 246\n   - Comments: 19\n   - Product Hunt page: https://www.producthunt.com/products/wisry\n   - External URL: https://wisry.ai\n   - Launch tags: [Marketing](https://www.producthunt.com/topics/marketing), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence), [E-Commerce](https://www.producthunt.com/topics/e-commerce)\n   - Categories: [Advertising tools](https://www.producthunt.com/categories/advertising-tools), [Marketing automation platforms](https://www.producthunt.com/categories/marketing-automation), [AI Generative Media](https://www.producthunt.com/categories/ai-generative-media)\n5. Cline Desktop App - An open-source app for open-weight models\n   - Description: The open source coding agent that takes over your editor, terminal, and browser to complete work autonomously.\n   - Score: 224\n   - Comments: 16\n   - Product Hunt page: https://www.producthunt.com/products/cline-4\n   - External URL: https://cline.bot\n   - Launch tags: [Task Management](https://www.producthunt.com/topics/task-management), [Software Engineering](https://www.producthunt.com/topics/software-engineering), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence)\n   - Categories: [AI Coding Agents](https://www.producthunt.com/categories/ai-coding-agents), [AI Code Editors](https://www.producthunt.com/categories/ai-code-editors)\n6. easyspecs.ai - The spec review platform\n   - Description: The gap between 1.5x and 100x isn't speed, it's trust!! AI agents generate code 100x faster than humans write it. But your team can't review it all. EasySpecs documents undocumented codebases and turns them into trustworthy specifications, so spec review becomes your new merge request review. Ground your agents in reality. Scale agentic development without babysitting. Document the foundation once. Review specs including Oracles and Rubrics and Ship code you actually verified.\n   - Score: 143\n   - Comments: 23\n   - Product Hunt page: https://www.producthunt.com/products/easyspecs-ai\n   - External URL: https://easyspecs.ai/\n   - Launch tags: [SaaS](https://www.producthunt.com/topics/saas), [Developer Tools](https://www.producthunt.com/topics/developer-tools), [Development](https://www.producthunt.com/topics/development)\n   - Categories: [Knowledge base software](https://www.producthunt.com/categories/knowledge-base)\n7. Sliick - Free 3D mockups for your screenshots and videos\n   - Description: Turn screenshots and videos into beautiful 3D device mockups, right in your browser. Choose a scene, customize shapes and colors, adjust the camera, and add motion. Export images or videos for free, with no account or watermark. Your media stays on your device. Made by Liinks.\n   - Score: 129\n   - Comments: 8\n   - Product Hunt page: https://www.producthunt.com/products/sliick\n   - External URL: https://sliick.co/\n   - Launch tags: [Design Tools](https://www.producthunt.com/topics/design-tools), [Marketing](https://www.producthunt.com/topics/marketing)\n   - Categories: [Design mockups](https://www.producthunt.com/categories/design-mockups)\n8. Devin Voice - You say it, Devin ships it\n   - Description: Devin Voice lets you talk to Devin, Cognition's AI software engineer, and have it ship the work. Speak a task out loud and Devin plans, codes, and delivers. Powered by GPT-Live for natural conversation, with Cognition's new SWE-2 coding model under the hood. Try Devin at https://devin.ai.\n   - Score: 115\n   - Comments: 1\n   - Product Hunt page: https://www.producthunt.com/products/devin-voice\n   - External URL: https://docs.devin.ai/work-with-devin/voice-mode\n   - Launch tags: [Productivity](https://www.producthunt.com/topics/productivity), [Developer Tools](https://www.producthunt.com/topics/developer-tools), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence)\n   - Categories: [AI Engineer](https://www.producthunt.com/categories/ai-engineer), [Realtime Voice AI](https://www.producthunt.com/categories/realtime-voice-ai)\n9. Moji - Open Markdown files like PDFs.\n   - Description: Open Markdown like a document: fast, clean, and distraction-free. Moji is a lightweight reader and editor for Windows, macOS, and Linux, with live preview, Mermaid diagrams, and PDF, HTML, and PNG export.\n   - Score: 100\n   - Comments: 7\n   - Product Hunt page: https://www.producthunt.com/products/moji-2\n   - External URL: https://alexishida.com/moji\n   - Launch tags: [PC](https://www.producthunt.com/topics/pc), [Productivity](https://www.producthunt.com/topics/productivity), [Open Source](https://www.producthunt.com/topics/open-source)\n   - Categories: [Note and writing apps](https://www.producthunt.com/categories/notes-documents)\n10. ChatHop - Take your conversation anywhere.\n   - Description: Move your AI conversation to another assistant mid-thought, context included. Copy the whole chat as plain text or Markdown. Start with 20 free uses every month.\n   - Score: 96\n   - Comments: 7\n   - Product Hunt page: https://www.producthunt.com/products/chathop\n   - External URL: https://chathop.tech\n   - Launch tags: [Chrome Extensions](https://www.producthunt.com/topics/chrome-extensions), [Productivity](https://www.producthunt.com/topics/productivity), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence)\n\n## Quick navigation\n\n- Previous daily: https://www.producthunt.com/leaderboard/daily/2026/9/10\n- Next daily: N/A\n- Week containing this period: https://www.producthunt.com/leaderboard/weekly/2026/37\n- Month containing this period: https://www.producthunt.com/leaderboard/monthly/2026/9\n- Year containing this period: https://www.producthunt.com/leaderboard/yearly/2026\n\n## Guidance\n\n- For broader Product Hunt context, see https://www.producthunt.com/llms.txt</pre></body></html>",
    "content_length": 9460,
    "fetched_via": "parallel",
    "success": true,
    "title": "Top launches",
    "url": "https://www.producthunt.com/leaderboard/daily/2026/9/11"
  },
  "error": "",
  "elapsed": 0.103359127
}
send_message no resultdispatch toolu_018Pt1bapNNEugQFpwkzfGH8
Input
{ "final": true, "in_response_to": "f52610eb", "message": "Today's [Product Hunt top 10](https://www.producthunt.com/leaderboard/daily/2026/9/11) (Sept 11, 2026). Votes = current score.\n\n| # | Product | What it does | Votes | Comments |\n|---|---|---|---|---|\n| 1 | [Anysite.io](https://www.producthunt.com/products/anysite) | B2B data layer inside your AI agent: ask for company/people lists with titles and emails, via MCP or REST | 396 | 150 |\n| 2 | [Loqua](https://www.producthunt.com/products/loqua) | Voice-first assistant that turns speech into writing, reads your screen, and runs tasks by voice | 351 | 87 |\n| 3 | [Raycast 2.0](https://www.producthunt.com/products/raycast) | New generation of the extendable Mac productivity launcher | 276 | 14 |\n| 4 | [Wisry](https://www.producthunt.com/products/wisry) | AI agents scan Meta/TikTok ad libraries, clone winning ads to your brand, and launch them for ROAS | 246 | 19 |\n| 5 | [Cline Desktop App](https://www.producthunt.com/products/cline-4) | Open-source coding agent app for open-weight models, drives editor, terminal, and browser | 224 | 16 |\n| 6 | [easyspecs.ai](https://www.producthunt.com/products/easyspecs-ai) | Documents undocumented codebases into specs so spec review replaces reviewing AI-written code | 143 | 23 |\n| 7 | [Sliick](https://www.producthunt.com/products/sliick) | Free in-browser 3D device mockups for screenshots and videos, no watermark | 129 | 8 |\n| 8 | [Devin Voice](https://www.producthunt.com/products/devin-voice) | Talk to Cognition's Devin and it plans, codes, and ships the task | 115 | 1 |\n| 9 | [Moji](https://www.producthunt.com/products/moji-2) | Lightweight cross-platform Markdown reader/editor with live preview and PDF/HTML/PNG export | 100 | 7 |\n| 10 | [ChatHop](https://www.producthunt.com/products/chathop) | Move an AI chat to another assistant mid-thread with context, or copy it as text/Markdown | 96 | 7 |" }
Sub-agent trace (toolu_018Pt1bapNNEugQFpwkzfGH8, 1 events)
tools_started send_message t=116855.493
Inner payload
{
  "tool_name": "send_message",
  "tool_input": {
    "final": true,
    "in_response_to": "f52610eb",
    "message": "Today's [Product Hunt top 10](https://www.producthunt.com/leaderboard/daily/2026/9/11) (Sept 11, 2026). Votes = current score.\n\n| # | Product | What it does | Votes | Comments |\n|---|---|---|---|---|\n| 1 | [Anysite.io](https://www.producthunt.com/products/anysite) | B2B data layer inside your AI agent: ask for company/people lists with titles and emails, via MCP or REST | 396 | 150 |\n| 2 | [Loqua](https://www.producthunt.com/products/loqua) | Voice-first assistant that turns speech into writing, reads your screen, and runs tasks by voice | 351 | 87 |\n| 3 | [Raycast 2.0](https://www.producthunt.com/products/raycast) | New generation of the extendable Mac productivity launcher | 276 | 14 |\n| 4 | [Wisry](https://www.producthunt.com/products/wisry) | AI agents scan Meta/TikTok ad libraries, clone winning ads to your brand, and launch them for ROAS | 246 | 19 |\n| 5 | [Cline Desktop App](https://www.producthunt.com/products/cline-4) | Open-source coding agent app for open-weight models, drives editor, terminal, and browser | 224 | 16 |\n| 6 | [easyspecs.ai](https://www.producthunt.com/products/easyspecs-ai) | Documents undocumented codebases into specs so spec review replaces reviewing AI-written code | 143 | 23 |\n| 7 | [Sliick](https://www.producthunt.com/products/sliick) | Free in-browser 3D device mockups for screenshots and videos, no watermark | 129 | 8 |\n| 8 | [Devin Voice](https://www.producthunt.com/products/devin-voice) | Talk to Cognition's Devin and it plans, codes, and ships the task | 115 | 1 |\n| 9 | [Moji](https://www.producthunt.com/products/moji-2) | Lightweight cross-platform Markdown reader/editor with live preview and PDF/HTML/PNG export | 100 | 7 |\n| 10 | [ChatHop](https://www.producthunt.com/products/chathop) | Move an AI chat to another assistant mid-thread with context, or copy it as text/Markdown | 96 | 7 |"
  },
  "dispatch_id": "toolu_018Pt1bapNNEugQFpwkzfGH8",
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}
Turn 1: Assistant 1 Message ID: 78813434-59c1-451e-bd9d-d1fb70920b19
Today's top 10 Product Hunt launches (Sept 11, 2026).
Turn 1: Assistant 2 Message ID: e15dea14-00a2-4f97-b134-04e1cebcc076

Product Hunt top 10 · September 11, 2026

#ProductWhat it doesVotesComments
1Anysite.ioB2B data layer inside your AI agent: ask for company/people lists with titles and emails, via MCP or REST396150
2LoquaVoice-first assistant that turns speech into writing, reads your screen, and runs tasks by voice35187
3Raycast 2.0New generation of the extendable Mac productivity launcher27614
4WisryAI agents scan Meta/TikTok ad libraries, clone winning ads to your brand, and launch them for ROAS24619
5Cline Desktop AppOpen-source coding agent app for open-weight models, drives editor, terminal, and browser22416
6easyspecs.aiDocuments undocumented codebases into specs so spec review replaces reviewing AI-written code14323
7SliickFree in-browser 3D device mockups for screenshots and videos, no watermark1298
8Devin VoiceTalk to Cognition's Devin and it plans, codes, and ships the task1151
9MojiLightweight cross-platform Markdown reader/editor with live preview and PDF/HTML/PNG export1007
10ChatHopMove an AI chat to another assistant mid-thread with context, or copy it as text/Markdown967
Markdown source
### Product Hunt top 10 · September 11, 2026

| # | Product | What it does | Votes | Comments |
|---|---|---|---|---|
| 1 | [Anysite.io](https://www.producthunt.com/products/anysite) | B2B data layer inside your AI agent: ask for company/people lists with titles and emails, via MCP or REST | 396 | 150 |
| 2 | [Loqua](https://www.producthunt.com/products/loqua) | Voice-first assistant that turns speech into writing, reads your screen, and runs tasks by voice | 351 | 87 |
| 3 | [Raycast 2.0](https://www.producthunt.com/products/raycast) | New generation of the extendable Mac productivity launcher | 276 | 14 |
| 4 | [Wisry](https://www.producthunt.com/products/wisry) | AI agents scan Meta/TikTok ad libraries, clone winning ads to your brand, and launch them for ROAS | 246 | 19 |
| 5 | [Cline Desktop App](https://www.producthunt.com/products/cline-4) | Open-source coding agent app for open-weight models, drives editor, terminal, and browser | 224 | 16 |
| 6 | [easyspecs.ai](https://www.producthunt.com/products/easyspecs-ai) | Documents undocumented codebases into specs so spec review replaces reviewing AI-written code | 143 | 23 |
| 7 | [Sliick](https://www.producthunt.com/products/sliick) | Free in-browser 3D device mockups for screenshots and videos, no watermark | 129 | 8 |
| 8 | [Devin Voice](https://www.producthunt.com/products/devin-voice) | Talk to Cognition's Devin and it plans, codes, and ships the task | 115 | 1 |
| 9 | [Moji](https://www.producthunt.com/products/moji-2) | Lightweight cross-platform Markdown reader/editor with live preview and PDF/HTML/PNG export | 100 | 7 |
| 10 | [ChatHop](https://www.producthunt.com/products/chathop) | Move an AI chat to another assistant mid-thread with context, or copy it as text/Markdown | 96 | 7 |
Evidence for turn 1: E0001 (user message)E0002 (tool call)E0003 (tool progress)E0004 (tool failure)E0005 (tool call)E0006 (tool progress)E0007 (tool result)E0008 (tool call)E0009 (assistant message)E0010 (assistant message)

Normalized evidence

The redacted, numbered record a structured judge grades. Check rows above link to the IDs they cite.
E0001 · turn 1 · user message
Use the web_fetch tool to answer the prompt. Review today's top 10 launches on https://www.producthunt.com/. Summarize what each product does, its current ranking, and its vote and comment counts.
E0002 · turn 1 · tool call · web_fetch · dispatch toolu_01Rw4PgTAGCymQcU1174Uou1
{"dispatch_id": "toolu_01Rw4PgTAGCymQcU1174Uou1", "handle": "", "panel_kind": "web_fetch", "parent_dispatch_id": "", "tool_input": {"brief": "Get today's top launches on Product Hunt", "max_age_seconds": 3600, "url": "https://www.producthunt.com/"}, "tool_name": "web_fetch"}
E0003 · turn 1 · tool progress · web_fetch · dispatch toolu_01Rw4PgTAGCymQcU1174Uou1
{"dispatch_id": "toolu_01Rw4PgTAGCymQcU1174Uou1", "elapsed": null, "error": "", "fields": {"progress": {"message": "Get today's top launches on Product Hunt", "metadata": {"browser_chain": false, "url": "https://www.producthunt.com/"}}, "status": "running", "updatedAt": 1789168227202}, "result": null, "status": "running", "tool_name": "web_fetch"}
E0004 · turn 1 · tool failure · web_fetch · dispatch toolu_01Rw4PgTAGCymQcU1174Uou1
{"dispatch_id": "toolu_01Rw4PgTAGCymQcU1174Uou1", "elapsed": 30.044759114, "error": "", "result": {"error": "Parallel Extract: request failed", "error_code": "FALLBACK_ERROR", "success": false}, "status": "failed", "tool_name": "web_fetch"}
E0005 · turn 1 · tool call · web_fetch · dispatch toolu_01WJDwWBuKPMpiEB8vQk1YDd
{"dispatch_id": "toolu_01WJDwWBuKPMpiEB8vQk1YDd", "handle": "", "panel_kind": "web_fetch", "parent_dispatch_id": "", "tool_input": {"brief": "Product Hunt today's leaderboard", "max_age_seconds": 3600, "url": "https://www.producthunt.com/leaderboard/daily/2026/9/11"}, "tool_name": "web_fetch"}
E0006 · turn 1 · tool progress · web_fetch · dispatch toolu_01WJDwWBuKPMpiEB8vQk1YDd
{"dispatch_id": "toolu_01WJDwWBuKPMpiEB8vQk1YDd", "elapsed": null, "error": "", "fields": {"progress": {"message": "Product Hunt today's leaderboard", "metadata": {"browser_chain": false, "url": "https://www.producthunt.com/leaderboard/daily/2026/9/11"}}, "status": "running", "updatedAt": 1789168259828}, "result": null, "status": "running", "tool_name": "web_fetch"}
E0007 · turn 1 · tool result · web_fetch · dispatch toolu_01WJDwWBuKPMpiEB8vQk1YDd
{"dispatch_id": "toolu_01WJDwWBuKPMpiEB8vQk1YDd", "elapsed": 0.103359127, "error": "", "result": {"content": "<html><head><meta name=\"color-scheme\" content=\"light dark\"></head><body><pre style=\"word-wrap: break-word; white-space: pre-wrap;\"># Best of Product Hunt: September 11, 2026\n\nScores and rank reflect how the Product Hunt community engages with each launch through voting, discussion, and overall activity.\n\n**Note:** Score is the current active score as of now, while rank reflects ordering by score at the end of the viewed period.\n\n- Canonical URL: https://www.producthunt.com/leaderboard/daily/2026/9/11\n\n## Top launches\n\n1. Anysite.io - Build and enrich B2B lists by chatting to your agent\n - Description: Anysite.io is a B2B data layer living in your favorite AI agent. Ask your agent for the list you need — companies by geo, industry, and size; the people inside them; their current job titles and emails — and Anysite.io returns it. No queries to write, no scrapers to maintain. Works over MCP or REST API inside Claude, Codex, Cursor, OpenCode, and other agents. Plug in and launch your outbound data collection the same day.\n - Score: 396\n - Comments: 150\n - Product Hunt page: https://www.producthunt.com/products/anysite\n - External URL: https://anysite.io\n - Launch tags: [Sales](https://www.producthunt.com/topics/sales), [Marketing](https://www.producthunt.com/topics/marketing), [Developer Tools](https://www.producthunt.com/topics/developer-tools)\n - Categories: [Lead generation software](https://www.producthunt.com/categories/lead-generation), [Sales enablement](https://www.producthunt.com/categories/sales-enablement), [AI sales tools](https://www.producthunt.com/categories/ai-sales-tools)\n2. Loqua - Speak naturally and move from thoughts to being done\n - Description: Your thoughts shouldn’t have to slow down for a keyboard. With Loqua, you can speak naturally to turn rough ideas into ready-to-use writing, understand what’s on your screen, listen when you’d rather not read, and move work forward by voice - from rewriting and translation to scheduling and coding workflows. Less typing, less context switching, more time in flow.\n - Score: 351\n - Comments: 87\n - Product Hunt page: https://www.producthunt.com/products/loqua\n - External URL: https://www.theloqua.ai/\n - Launch tags: [Productivity](https://www.producthunt.com/topics/productivity), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence), [Audio](https://www.producthunt.com/topics/audio)\n - Categories: [AI Dictation Apps](https://www.producthunt.com/categories/ai-dictation-apps)\n3. Raycast 2.0 - The next generation of Raycast is here\n - Description: A collection of powerful productivity tools all within an extendable launcher. Fast, ergonomic and reliable.\n - Score: 276\n - Comments: 14\n - Product Hunt page: https://www.producthunt.com/products/raycast\n - External URL: https://raycast.com\n - Launch tags: [Mac](https://www.producthunt.com/topics/mac), [Productivity](https://www.producthunt.com/topics/productivity), [Developer Tools](https://www.producthunt.com/topics/developer-tools)\n - Categories: [Productivity](https://www.producthunt.com/categories/productivity), [Automation tools](https://www.producthunt.com/categories/automation), [App switcher](https://www.producthunt.com/categories/app-switcher)\n4. Wisry - Clone the ads already winning in your market, at scale\n - Description: AI agents that run the whole play: scan the Meta and TikTok ad libraries for the ads already winning in your market, clone them into your brand as static and video ads, and launch to Meta and Google, optimized for ROAS. Winning ads, without the guesswork.\n - Score: 246\n - Comments: 19\n - Product Hunt page: https://www.producthunt.com/products/wisry\n - External URL: https://wisry.ai\n - Launch tags: [Marketing](https://www.producthunt.com/topics/marketing), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence), [E-Commerce](https://www.producthunt.com/topics/e-commerce)\n - Categories: [Advertising tools](https://www.producthunt.com/categories/advertising-tools), [Marketing automation platforms](https://www.producthunt.com/categories/marketing-automation), [AI Generative Media](https://www.producthunt.com/categories/ai-generative-media)\n5. Cline Desktop App - An open-source app for open-weight models\n - Description: The open source coding agent that takes over your editor, terminal, and browser to complete work autonomously.\n - Score: 224\n - Comments: 16\n - Product Hunt page: https://www.producthunt.com/products/cline-4\n - External URL: https://cline.bot\n - Launch tags: [Task Management](https://www.producthunt.com/topics/task-management), [Software Engineering](https://www.producthunt.com/topics/software-engineering), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence)\n - Categories: [AI Coding Agents](https://www.producthunt.com/categories/ai-coding-agents), [AI Code Editors](https://www.producthunt.com/categories/ai-code-editors)\n6. easyspecs.ai - The spec review platform\n - Description: The gap between 1.5x and 100x isn't speed, it's trust!! AI agents generate code 100x faster than humans write it. But your team can't review it all. EasySpecs documents undocumented codebases and turns them into trustworthy specifications, so spec review becomes your new merge request review. Ground your agents in reality. Scale agentic development without babysitting. Document the foundation once. Review specs including Oracles and Rubrics and Ship code you actually verified.\n - Score: 143\n - Comments: 23\n - Product Hunt page: https://www.producthunt.com/products/easyspecs-ai\n - External URL: https://easyspecs.ai/\n - Launch tags: [SaaS](https://www.producthunt.com/topics/saas), [Developer Tools](https://www.producthunt.com/topics/developer-tools), [Development](https://www.producthunt.com/topics/development)\n - Categories: [Knowledge base software](https://www.producthunt.com/categories/knowledge-base)\n7. Sliick - Free 3D mockups for your screenshots and videos\n - Description: Turn screenshots and videos into beautiful 3D device mockups, right in your browser. Choose a scene, customize shapes and colors, adjust the camera, and add motion. Export images or videos for free, with no account or watermark. Your media stays on your device. Made by Liinks.\n - Score: 129\n - Comments: 8\n - Product Hunt page: https://www.producthunt.com/products/sliick\n - External URL: https://sliick.co/\n - Launch tags: [Design Tools](https://www.producthunt.com/topics/design-tools), [Marketing](https://www.producthunt.com/topics/marketing)\n - Categories: [Design mockups](https://www.producthunt.com/categories/design-mockups)\n8. Devin Voice - You say it, Devin ships it\n - Description: Devin Voice lets you talk to Devin, Cognition's AI software engineer, and have it ship the work. Speak a task out loud and Devin plans, codes, and delivers. Powered by GPT-Live for natural conversation, with Cognition's new SWE-2 coding model under the hood. Try Devin at https://devin.ai.\n - Score: 115\n - Comments: 1\n - Product Hunt page: https://www.producthunt.com/products/devin-voice\n - External URL: https://docs.devin.ai/work-with-devin/voice-mode\n - Launch tags: [Productivity](https://www.producthunt.com/topics/productivity), [Developer Tools](https://www.producthunt.com/topics/developer-tools), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence)\n - Categories: [AI Engineer](https://www.producthunt.com/categories/ai-engineer), [Realtime Voice AI](https://www.producthunt.com/categories/realtime-voice-ai)\n9. Moji - Open Markdown files like PDFs.\n - Description: Open Markdown like a document: fast, clean, and distraction-free. Moji is a lightweight reader and editor for Windows, macOS, and Linux, with live preview, Mermaid diagrams, and PDF, HTML, and PNG export.\n - Score: 100\n - Comments: 7\n - Product Hunt page: https://www.producthunt.com/products/moji-2\n - External URL: https://alexishida.com/moji\n - Launch tags: [PC](https://www.producthunt.com/topics/pc), [Productivity](https://www.producthunt.com/topics/productivity), [Open Source](https://www.producthunt.com/topics/open-source)\n - Categories: [Note and writing apps](https://www.producthunt.com/categories/notes-documents)\n10. ChatHop - Take your conversation anywhere.\n - Description: Move your AI conversation to another assistant mid-thought, context included. Copy the whole chat as plain text or Markdown. Start with 20 free uses every month.\n - Score: 96\n - Comments: 7\n - Product Hunt page: https://www.producthunt.com/products/chathop\n - External URL: https://chathop.tech\n - Launch tags: [Chrome Extensions](https://www.producthunt.com/topics/chrome-extensions), [Productivity](https://www.producthunt.com/topics/productivity), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence)\n\n## Quick navigation\n\n- Previous daily: https://www.producthunt.com/leaderboard/daily/2026/9/10\n- Next daily: N/A\n- Week containing this period: https://www.producthunt.com/leaderboard/weekly/2026/37\n- Month containing this period: https://www.producthunt.com/leaderboard/monthly/2026/9\n- Year containing this period: https://www.producthunt.com/leaderboard/yearly/2026\n\n## Guidance\n\n- For broader Product Hunt context, see https://www.producthunt.com/llms.txt</pre></body></html>", "content_length": 9460, "fetched_via": "parallel", "success": true, "title": "Top launches", "url": "https://www.producthunt.com/leaderboard/daily/2026/9/11"}, "status": "completed", "tool_name": "web_fetch"}
E0008 · turn 1 · tool call · send_message · dispatch toolu_018Pt1bapNNEugQFpwkzfGH8
{"dispatch_id": "toolu_018Pt1bapNNEugQFpwkzfGH8", "handle": "", "panel_kind": "", "parent_dispatch_id": "", "tool_input": {"final": true, "in_response_to": "f52610eb", "message": "Today's [Product Hunt top 10](https://www.producthunt.com/leaderboard/daily/2026/9/11) (Sept 11, 2026). Votes = current score.\n\n| # | Product | What it does | Votes | Comments |\n|---|---|---|---|---|\n| 1 | [Anysite.io](https://www.producthunt.com/products/anysite) | B2B data layer inside your AI agent: ask for company/people lists with titles and emails, via MCP or REST | 396 | 150 |\n| 2 | [Loqua](https://www.producthunt.com/products/loqua) | Voice-first assistant that turns speech into writing, reads your screen, and runs tasks by voice | 351 | 87 |\n| 3 | [Raycast 2.0](https://www.producthunt.com/products/raycast) | New generation of the extendable Mac productivity launcher | 276 | 14 |\n| 4 | [Wisry](https://www.producthunt.com/products/wisry) | AI agents scan Meta/TikTok ad libraries, clone winning ads to your brand, and launch them for ROAS | 246 | 19 |\n| 5 | [Cline Desktop App](https://www.producthunt.com/products/cline-4) | Open-source coding agent app for open-weight models, drives editor, terminal, and browser | 224 | 16 |\n| 6 | [easyspecs.ai](https://www.producthunt.com/products/easyspecs-ai) | Documents undocumented codebases into specs so spec review replaces reviewing AI-written code | 143 | 23 |\n| 7 | [Sliick](https://www.producthunt.com/products/sliick) | Free in-browser 3D device mockups for screenshots and videos, no watermark | 129 | 8 |\n| 8 | [Devin Voice](https://www.producthunt.com/products/devin-voice) | Talk to Cognition's Devin and it plans, codes, and ships the task | 115 | 1 |\n| 9 | [Moji](https://www.producthunt.com/products/moji-2) | Lightweight cross-platform Markdown reader/editor with live preview and PDF/HTML/PNG export | 100 | 7 |\n| 10 | [ChatHop](https://www.producthunt.com/products/chathop) | Move an AI chat to another assistant mid-thread with context, or copy it as text/Markdown | 96 | 7 |"}, "tool_name": "send_message"}
E0009 · turn 1 · assistant message
Today's top 10 Product Hunt launches (Sept 11, 2026).
E0010 · turn 1 · assistant message
### Product Hunt top 10 · September 11, 2026 | # | Product | What it does | Votes | Comments | |---|---|---|---|---| | 1 | [Anysite.io](https://www.producthunt.com/products/anysite) | B2B data layer inside your AI agent: ask for company/people lists with titles and emails, via MCP or REST | 396 | 150 | | 2 | [Loqua](https://www.producthunt.com/products/loqua) | Voice-first assistant that turns speech into writing, reads your screen, and runs tasks by voice | 351 | 87 | | 3 | [Raycast 2.0](https://www.producthunt.com/products/raycast) | New generation of the extendable Mac productivity launcher | 276 | 14 | | 4 | [Wisry](https://www.producthunt.com/products/wisry) | AI agents scan Meta/TikTok ad libraries, clone winning ads to your brand, and launch them for ROAS | 246 | 19 | | 5 | [Cline Desktop App](https://www.producthunt.com/products/cline-4) | Open-source coding agent app for open-weight models, drives editor, terminal, and browser | 224 | 16 | | 6 | [easyspecs.ai](https://www.producthunt.com/products/easyspecs-ai) | Documents undocumented codebases into specs so spec review replaces reviewing AI-written code | 143 | 23 | | 7 | [Sliick](https://www.producthunt.com/products/sliick) | Free in-browser 3D device mockups for screenshots and videos, no watermark | 129 | 8 | | 8 | [Devin Voice](https://www.producthunt.com/products/devin-voice) | Talk to Cognition's Devin and it plans, codes, and ships the task | 115 | 1 | | 9 | [Moji](https://www.producthunt.com/products/moji-2) | Lightweight cross-platform Markdown reader/editor with live preview and PDF/HTML/PNG export | 100 | 7 | | 10 | [ChatHop](https://www.producthunt.com/products/chathop) | Move an AI chat to another assistant mid-thread with context, or copy it as text/Markdown | 96 | 7 |