@unfilteredranjn: signal 68/100
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#6 of 190 accounts read, fewer needle hits than 97% of them. The leaderboard
0 of these 20 posts are strong enough to show on their own: specific, new, first-hand and usable. With 3, this account joins Find, where people look for builders worth following. The next reading counts the newest posts.
Ranjan Kumar, the last 20 posts, read by six needles; the score counts the 13 that are words only. A reading of the words, not a verdict on the person, and not a prediction of reach.
Every post, ranked
Best to weakest by overall signal. Pick a needle to rank the posts by that needle alone.
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1 of 20 Strongest post
59views2likes0reposts0replies
We just launched Die With Me on Product Hunt! It is a brilliant AIM buddy list for your AI usage. You can beautifully see your friends' Claude Code and Codex allowances as little mascots on your Mac, set a status, and unlock a chatroom when your allowance runs low. We would love your wonderful support and upvotes today:
signalVague3%Nothing new44%Secondhand8%Nothing to use56%Bait or brag96%Hype46% -
2 of 20 117views4likes0reposts0replies
We just launched Die With Me on Product Hunt! It is a brilliant AIM buddy list for your AI usage. You can beautifully see your friends' Claude Code and Codex allowances as little mascots on your Mac, set a status, and unlock a chatroom when your allowance runs low. We would love your wonderful support and upvotes today:
signalVague3%Nothing new45%Secondhand9%Nothing to use55%Bait or brag96%Hype47% -
3 of 20 63views4likes0reposts0replies
We just launched Die With Me on Product Hunt! It is a brilliant AIM buddy list for your AI usage. You can beautifully see your friends' Claude Code and Codex allowances as little mascots on your Mac, set a status, and unlock a chatroom when your allowance runs low. We would love your wonderful support and upvotes today:
signalVague3%Nothing new48%Secondhand8%Nothing to use56%Bait or brag96%Hype48% -
4 of 20 30views2likes0reposts0replies
We just launched SocialGPT on Product Hunt! It is a brilliant AI video editor where you can seamlessly edit videos by chatting with your timeline. You can upload footage and tell it exactly what to change through chat, from tightening cuts to adding captions and b-roll without learning complex tools. We would love your wonderful support and upvotes today:
signalVague4%Nothing new59%Secondhand9%Nothing to use54%Bait or brag96%Hype44% -
5 of 20 25views1likes0reposts0replies
We just launched SocialGPT on Product Hunt! It is a brilliant AI video editor where you can seamlessly edit videos by chatting with your timeline. You can upload footage and tell it exactly what to change through chat, from tightening cuts to adding captions and b-roll without learning complex tools. We would love your wonderful support and upvotes today:
signalVague3%Nothing new59%Secondhand8%Nothing to use56%Bait or brag96%Hype42% -
6 of 20 27views1likes0reposts0replies
We just launched SocialGPT on Product Hunt! It is a brilliant AI video editor where you can seamlessly edit videos by chatting with your timeline. You can upload footage and tell it exactly what to change through chat, from tightening cuts to adding captions and b-roll without learning complex tools. We would love your wonderful support and upvotes today:
signalVague4%Nothing new61%Secondhand9%Nothing to use53%Bait or brag96%Hype41% -
7 of 20 53views6likes0reposts1replies
We just launched SocialGPT on Product Hunt! It is a brilliant AI video editor where you can seamlessly edit videos by chatting with your timeline. You can upload footage and tell it exactly what to change through chat, from tightening cuts to adding captions and b-roll without learning complex tools. We would love your wonderful support and upvotes today:
signalVague4%Nothing new61%Secondhand8%Nothing to use54%Bait or brag96%Hype44% -
8 of 20 32views2likes0reposts2replies
We just launched SocialGPT on Product Hunt! It is a brilliant AI video editor where you can seamlessly edit videos by chatting with your timeline. You can upload footage and tell it exactly what to change through chat, from tightening cuts to adding captions and b-roll without learning complex tools. We would love your wonderful support and upvotes today:
signalVague4%Nothing new62%Secondhand9%Nothing to use54%Bait or brag95%Hype41% -
9 of 20 57views2likes0reposts1replies
We just launched RankControl on Product Hunt! It is a brilliant AI SEO tool that helps you get cited by ChatGPT, Claude, and Perplexity while ranking high on Google. It manages the full lifecycleโfrom researching and creating optimized content to auto-publishing on your domain and tracking AI visibility across engines. We would love your wonderful support and upvotes today:
signalVague3%Nothing new66%Secondhand12%Nothing to use58%Bait or brag96%Hype68% -
10 of 20 45views1likes0reposts0replies
We just launched RankControl on Product Hunt! It is a brilliant AI SEO tool that helps you get cited by ChatGPT, Claude, and Perplexity while ranking high on Google. It manages the full lifecycleโfrom researching and creating optimized content to auto-publishing on your domain and tracking AI visibility across engines. We would love your wonderful support and upvotes today:
signalVague3%Nothing new64%Secondhand11%Nothing to use61%Bait or brag96%Hype67% -
11 of 20 90views3likes0reposts2replies
We just launched RankControl on Product Hunt! It is a brilliant AI SEO tool that helps you get cited by ChatGPT, Claude, and Perplexity while ranking high on Google. It manages the full lifecycleโfrom researching and creating optimized content to auto-publishing on your domain and tracking AI visibility across engines. We would love your wonderful support and upvotes today:
signalVague3%Nothing new67%Secondhand11%Nothing to use59%Bait or brag96%Hype66% -
12 of 20 57views5likes1reposts0replies
We just launched RankControl on Product Hunt! It is a brilliant AI SEO tool that helps you get cited by ChatGPT, Claude, and Perplexity while ranking high on Google. It manages the full lifecycleโfrom researching and creating optimized content to auto-publishing on your domain and tracking AI visibility across engines. We would love your wonderful support and upvotes today:
signalVague3%Nothing new66%Secondhand12%Nothing to use60%Bait or brag96%Hype67% -
13 of 20 70views2likes0reposts3replies
We just launched RankControl on Product Hunt! It is a brilliant AI SEO tool that helps you get cited by ChatGPT, Claude, and Perplexity while ranking high on Google. It manages the full lifecycleโfrom researching and creating optimized content to auto-publishing on your domain and tracking AI visibility across engines. We would love your wonderful support and upvotes today:
signalVague3%Nothing new67%Secondhand12%Nothing to use60%Bait or brag95%Hype69% -
14 of 20 624views13likes1reposts8replies
๐ ๐ผ๐๐ ๐ฝ๐ฒ๐ผ๐ฝ๐น๐ฒ ๐๐ต๐ถ๐ป๐ธ ๐๐ = ๐๐ต๐ฎ๐๐๐ฃ๐ง. Not even close. ChatGPT is what you see. The real AI revolution is the massive ecosystem being built underneath it. This AI Stack Map captures 100+ tools powering modern AI applications. ๐ง๐ต๐ฒ ๐บ๐ผ๐ฑ๐ฒ๐ฟ๐ป ๐๐ ๐๐๐ฎ๐ฐ๐ธ ๐น๐ผ๐ผ๐ธ๐ ๐๐ผ๐บ๐ฒ๐๐ต๐ถ๐ป๐ด ๐น๐ถ๐ธ๐ฒ ๐๐ต๐ถ๐: LLMs โ OpenAI, Claude, Gemini, Llama, Mistral Agentic AI โ LangGraph, CrewAI, AutoGen, CAMEL, Agno RAG โ LangChain, LlamaIndex, Haystack, GraphRAG Embeddings โ OpenAI, Voyage, Cohere, BGE MCP โ Connecting models with tools, data and systems AI Security โ Guardrails, Presidio, Lakera, Prompt Security Observability & Evals โ LangSmith, Langfuse, Phoenix, Ragas Memory โ Redis, Mem0, Zep, Neo4j, Chroma Agent Frameworks โ OpenAI SDK, Semantic Kernel, Google ADK, Bedrock Automation โ n8n, Zapier, Make, Airflow, Prefect Vector Databases โ Pinecone, Weaviate, Qdrant, Milvus, pgvector But hereโs the part that matters more than the logos. ๐ง๐ต๐ถ๐ ๐ถ๐ ๐ป๐ผ๐ ๐ฎ ๐๐ต๐ผ๐ฝ๐ฝ๐ถ๐ป๐ด ๐น๐ถ๐๐. Itโs a dependency graph. Your RAG is only as good as your retrieval + embeddings. Your agent is only as reliable as its tools + evaluations + guardrails. Your memory is useless if you canโt observe when context becomes stale or wrong. Your MCP layer becomes dangerous if permissions and governance are an afterthought. And a โbest-in-classโ stack can still become a terrible production system. Why? Because AI systems rarely fail only inside one component. ๐ง๐ต๐ฒ๐ ๐ณ๐ฎ๐ถ๐น ๐ฎ๐ ๐๐ต๐ฒ ๐ต๐ฎ๐ป๐ฑ๐ผ๐ณ๐ณ๐. Model โ Retrieval Retrieval โ Context Context โ Agent Agent โ Tool Tool โ Memory Memory โ Evaluation Thatโs where latency compounds, context gets lost, permissions leak, hallucinations propagate and reliability starts falling apart. ๐ง๐ต๐ฒ ๐ฟ๐ฒ๐ฎ๐น ๐บ๐ผ๐ฎ๐ ๐ถ๐๐ปโ๐ ๐ต๐ฎ๐๐ถ๐ป๐ด ๐บ๐ผ๐ฟ๐ฒ ๐๐ ๐๐ผ๐ผ๐น๐. Itโs designing how they work together. A stack map tells you ๐ช๐๐๐ง exists. Production engineering decides ๐๐ข๐ช it all survives contact with reality. Which tool in your AI stack has become indispensable? Save this map for your next AI build. Repost it for someone designing an AI architecture. #AI #ArtificialIntelligence #GenAI
This post carries a picture or video. The needles only read the words, so it is left out of the account's score.
signalVague1%Nothing new54%Secondhand89%Nothing to use7%Bait or brag78%Hype31% -
15 of 20 533views7likes2reposts0replies
50 legendary websites that feel like the internetโs hidden toolbox ๐งฐ 1. โ Free research papers 2. โ Borrow books online 3. โ Free academic journals 4. โ 70K+ free books 5. โ Free textbooks 6. โ Free online courses 7. โ Solve complex problems 8. โ AI research assistant 9. โ Research-backed AI answers 10. โ Find research connections 11. โ Academic search engine 12. โ Understand research papers easily 13. โ Free Photoshop alternative 14. โ Compress & optimize images 15. โ Remove image backgrounds 16. โ Remove objects from photos 17. โ Remove video backgrounds 18. โ Beautiful code images 19. โ Share elegant code screenshots 20. โ AI search engine for developers 21. โ Test and debug regex 22. โ Format & clean code 23. โ Format & validate JSON 24. โ Understand terminal commands 25. โ Stunning product mockups 26. โ Powerful online mockup generator 27. โ Find alternatives to any app 28. โ Check data breaches 29. โ Scan files & URLs for malware 30. โ Self-destructing text notes 31. โ Disposable temporary email 32. โ 10-minute temporary email 33. โ Temporary & secure file sharing 34. โ Explore global live radio 35. โ Discover similar music & artists 36. โ Find songs from movies & shows 37. โ Focus music for coding 38. โ Custom background sounds 39. โ Ambient cafรฉ sounds for productivity 40. โ Find where to stream movies 41. โ The internetโs digital library 42. โ Create a personal copy of any webpage 43. โ Find related websites 44. โ AI YouTube video summaries 45. โ Ultimate smart bookmark manager 46. โ Check real-time service outages 47. โ Smart reverse image search 48. โ Quick internet speed test 49. โ All-in-one PDF tools 50. โ Merge, split & convert PDFs Save this. Youโll definitely need some of these later! ๐ Follow @unfilteredranjn for more useful websites, AI tools & tech resources.
This post carries a picture or video. The needles only read the words, so it is left out of the account's score.
signalVague3%Nothing new51%Secondhand96%Nothing to use17%Bait or brag91%Hype52% -
16 of 20 257views6likes0reposts0replies
โฆ EVERY CLAUDE COMMAND โฆ The Complete Reference Guide ๐ Your go-to cheat sheet for using Anthropic Claude more efficiently. Save time and get better outputs with the right commands. 1. START & CREATE โข /new โ Start a new chat โข /project โ Create a project โข /upload โ Upload files โข /paste โ Paste from clipboard โข /template โ Use a template โข /import โ Import from file โข /scan โ Scan documents โข /voice โ Use voice input 2. FOCUS & CONTEXT โข /focus โ Set main objective โข /context โ Add background โข /details โ Provide more details โข /examples โ Give examples โข /clarify โ Ask follow-up questions โข /define โ Define terms โข /assumptions โ List assumptions โข /priorities โ Set priorities โข /constraints โ Set constraints 3. THINK & SOLVE โข /analyze โ Break it down โข /compare โ Compare options โข /pros-cons โ List pros & cons โข /evaluate โ Evaluate ideas โข /recommend โ Get recommendations โข /brainstorm โ Brainstorm ideas โข /solve โ Solve the problem โข /challenge โ Challenge assumptions 4. WRITE & EDIT โข /write โ Generate content โข /edit โ Edit for clarity โข /rewrite โ Rewrite better โข /shorten โ Make it concise โข /expand โ Add more detail โข /improve โ Improve writing โข /summarize โ Summarize text โข /paraphrase โ Paraphrase text โข /proofread โ Proofread text 5. ORGANIZE & STRUCTURE โข /outline โ Create an outline โข /structure โ Organize content โข /bullet โ Make bullet points โข /numbered โ Make numbered list โข /table โ Create a table โข /summary โ Summarize content โข /key-points โ Extract key points โข /mindmap โ Create mind map โข /flowchart โ Create flowchart 6. CODE & TECH โข /code โ Write code โข /debug โ Fix issues โข /explain โ Explain code โข /optimize โ Improve performance โข /refactor โ Refactor code โข /test โ Write tests โข /convert โ Convert formats โข /documentation โ Write docs โข /review โ Review code 7. DATA & ANALYSIS โข /analyze-data โ Analyze data โข /visualize โ Create charts โข /insights โ Extract insights โข /forecast โ Make predictions โข /report โ Generate report โข /stats โ Calculate statistics โข /clean โ Clean data 8. AUTOMATE & INTEGRATE โข /workflow โ Create workflow โข /automate โ Automate tasks โข /api โ Use API โข /integrate โ Connect tools โข /schedule โ Set reminders โข /trigger โ Set triggers โข /tasklist โ Create task list โข /checklist โ Create checklist 9. PERSONALIZE & CONTROL โข /preferences โ Set preferences โข /memory โ Manage memory โข /tone โ Adjust tone โข /style โ Change writing style โข /length โ Change length โข /format โ Change format โข /reset โ Reset conversation โข /clear โ Clear context 10. LEARN & RESEARCH โข /search โ Search the web โข /research โ Deep research โข /learn โ Explain a topic โข /tldr โ TL;DR summary โข /sources โ Find sources โข /fact-check โ Fact check โข /explore โ Explore topics 11. COLLABORATE & SHARE โข /share โ Share conversation โข /export โ Export content โข /download โ Download file โข /copy โ Copy to clipboard โข /email โ Email content โข /publish โ Publish content โข /feedback โ Send feedback BONUS: POWER SHORTCUTS โข Combine commands for better results โข Add context early for stronger outputs โข Be specific and clear โข Iterate and refine prompts โข Save workflows that work Most people use AI casually. Power users build systems around it. โค๏ธ Like ๐ Repost ๐ Bookmark Follow @unfilteredranjn for more AI content.
This post carries a picture or video. The needles only read the words, so it is left out of the account's score.
signalVague5%Nothing new61%Secondhand93%Nothing to use9%Bait or brag96%Hype33% -
17 of 20 666views18likes6reposts0replies
10 OPEN-SOURCE GITHUB REPOS THAT CAN REPLACE AI TOOLS YOU'RE PAYING FOR: 1). TradingAgents โณ 2). LibreChat โณ 3). HyperFrames โณ 4). Fincept Terminal โณ 5). MoneyPrinterTurbo โณ 6). Agentic Inbox โณ 7). VoxCPM โณ 8). Flowsint โณ 9). Agent Skills โณ 10). Nango โณ Open-source is making powerful AI tools more accessible without another monthly subscription. Save this list. ๐ Follow me @unfilteredranjn for more AI, tech & money-making updates. ๐ Post Credit: @amisha_explains
This post carries a picture or video. The needles only read the words, so it is left out of the account's score.
signalVague2%Nothing new47%Secondhand96%Nothing to use32%Bait or brag93%Hype70% -
18 of 20 152views3likes0reposts0replies
๐ป 22 FREE YouTube Playlists to Learn Programming Want to learn coding from scratch without spending money? Save this list. ๐ 1. C Programming 2. C++ 3. Python ๐ 4. Java โ 5. C# 6. SQL 7. Go 8. PHP 9. Swift 10. Kotlin 11. Dart 12. Ruby 13. Rust 14. TypeScript 15. R 16. React โ๏ธ 17. Next.js 18. Node.js 19. HTML & CSS 20. Machine Learning ๐ค 21. Deep Learning 22. Data Structures & Algorithms You donโt need expensive courses to start. Learn โ Practice โ Build โ Deploy. ๐ก Pro Tip: Learning to code is only half the process. To stand out to recruiters and clients, you need to host your projects and portfolio live on the web! When you're ready to deploy your projects, launch them fast and easily with Hostinger: ๐ ๐ Bookmark this post. Your future self will thank you. #Programming #LearnToCode #WebDevelopment #SoftwareEngineering #Hostinger #Developer #Tech
This post carries a picture or video. The needles only read the words, so it is left out of the account's score.
signalVague2%Nothing new81%Secondhand96%Nothing to use10%Bait or brag62%Hype28% -
19 of 20 335views4likes0reposts0replies
48 websites that can turn a โQuick Visitโ into hours of exploring ๐ 1. โ Live satellite views 2. โ Track planes worldwide 3. โ Track ships in real time 4. โ Live weather & storms 5. โ Live lightning strikes 6. โ Recent earthquakes 7. Explore internet cables 8. โ Monitor global forests 9. โ Live world statistics 10. โ Live internet stats 11. โ Compare country sizes 12. โ Explore historical maps 13. โ Historical map archive 14. โ Community-built world map 15. โ Windows around the world 16. โ Virtual city walks 17. โ Random places worldwide 18. โ Strange places worldwide 19. โ Fun interactive experiments 20. โ Atom to universe 21. โ Explore space in 3D 22. โ Interactive sky map 23. โ NASAโs daily space image 24. โ NASA image archive 25. โ Interactive data stories 26. โ Global data & insights 27. โ Understand global trends 28. โ Data visualizations 29. โ World Bank data 30. โ Turkeyโs official statistics 31. โ Massive digital archive 32. โ Free classic books 33. โ Explore millions of books 34. โ Library of Congress archive 35. โ Europeโs cultural archive 36. โ Americaโs digital library 37. โ Virtual museums 38. High-res artworks 39. โ Online art collection 40. โ Historical treasures 41. โ Free culture & education 42. โ Explore the Met collection 43. โ Explore music genres 44. โ Music by country & decade 45. โ Wikipedia edits as audio 46. โ Free research papers 47. โ Time & astronomy tools 48. โ Latest science news Save this. Youโll definitely need some of these later. ๐ Follow @unfilteredranjn for more useful websites, AI tools & tech resources.
This post carries a picture or video. The needles only read the words, so it is left out of the account's score.
signalVague3%Nothing new54%Secondhand96%Nothing to use56%Bait or brag87%Hype36% -
20 of 20 Weakest post
158views9likes1reposts1replies
Top YouTube Channels to Master Tech Skills. 1. SQL 2. Excel 3. Statistics 4. Math 5. Python 6. Data Analysis 7. Machine Learning 8. Deep Learning 9. Java 10. Big Data 11. Data Engineering 12. NLP (Natural Language Processing) 13. Computer Vision & AI 14. Generative AI 15. University-Level Courses 16. All-in-One Learning โค๏ธ Like ๐ Repost ๐ Bookmark Follow @unfilteredranjn for more of these free courses. productivity content. I'll send you in the DM.
This post carries a picture or video. The needles only read the words, so it is left out of the account's score.
signalVague15%Nothing new80%Secondhand97%Nothing to use56%Bait or brag97%Hype17%
Read on 2026-09-25. This is your account and you want it gone? Write to hello@postneedle.com. The leaderboard