Title: Microsoft Open-Sources New Agent Framework, Unifying AutoGen & Semantic Kernel
Description: Microsoft has merged AutoGen and Semantic Kernel into a single open-source SDK, making it easier for developers to build advanced multi-agent AI systems with enterprise-grade security and monitoring. This move streamlines agentic AI app development—expect faster prototyping and production for autonomous workflows.
https://github.com/microsoft/agentframework
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Title: Absolute Chaos: Sora 2 Pro’s AI Video Editing Demo Goes Viral
Description: Sora 2 Pro stuns creators with mind-blowing composite video editing powered by AI—you have to see the results to believe them! Graphic novelists and visual storytellers are already claiming it’ll reshape their creative process. Check out the viral showcase making waves online.
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Title: JustLLMs: One Python API to Rule All Major LLM Providers
Description: Tired of juggling OpenAI, Anthropic, Gemini, Ollama APIs? JustLLMs is a Python library putting them all behind a single interface with automatic failover, streaming, and a handy CLI for model comparisons. Seamlessly swap providers and keep prompts flowing!
https://github.com/just-llms/justllms
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Title: Radiology’s “Impossible Test”: Humans Still Crush AI as GPT-5 & Claude Flop
Description: The newly launched “Radiology’s Last Exam” benchmark stumps even state-of-the-art LLMs. While doctors scored 83%+, GPT-5 managed only 30%, and Claude Opus 4.1 just 1%. A sharp reality check for the “AI’ll replace radiologists soon” crowd!
https://x.com/DrDatta_AIIMS/status/1973373655251038701
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Title: Reddit Knowledge Now Plug-and-Play for LLM Agents via Open Reddit MCP Server
Description: Want LLMs to pull, post, and analyze Reddit content in real time? This open-source Model Context Protocol (MCP) server bridges Reddit’s hive mind with AI apps, offering semantic post search, auto-posting, and seamless integration for agent workflows.
https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/reddit_search
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Title: A Privacy-First, Fully Local File Converter—No Uploads Needed
Description: Convert files securely right in your browser: this open-source tool uses WebAssembly to ensure files never leave your device. Enjoy quick batch conversions and preserve your privacy—perfect for sensitive work. Try it and offer UX feedback!
https://file-convert.ezcorp.org/
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Title: Open-Source Certificate Transparency Explorer for Security Researchers
Description: Audit and search Certificate Transparency logs with this Dockerized open-source tool. It ingests logs into PostgreSQL, exposes a REST API, and provides a web dashboards—vital for anyone tracking SSL/TLS certificate events at scale.
https://github.com/fivesecde/fivesec-public-certificate-transparency
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Title: Ultimate Audiobooks: Open Source Tool Cleans & Converts Messy Libraries
Description: Scrub metadata, unify chapters, fetch info from Audible/Goodreads, and convert audiobook files—finally, one tool to fix and organize indie and personal libraries. Save hours wrangling chaos from various sources.
https://github.com/dpetzold/ultimate-audiobooks
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Title: LoStack: One-Click Docker Service Management With SSO & Community Packages
Description: Manage Docker stacks with a slick web UI—user/group-based dashboards, secure Traefik routing, easy reverse proxy, scale-to-zero power saving, and a plugin-extendable package depot. Open source and ideal for homelabbers!
https://github.com/LoStack/LoStack
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Title: Qdrant PHP Client Library Released for Modern Vector Search Apps
Description: Bring AI-powered semantic search to your PHP projects: this Qdrant client makes it easy to store, manage, and query vector data—essential for the latest LLM pipelines and recommendation engines.
https://github.com/tenqz/qdrant
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Title: Build Real-Time Collaborative Apps: Open-Source Canvas & WebSocket Game Demoed
Description: Learn how to architect real-time multiplayer apps through “Stuffed Animal War”—an open-source Node.js/SVG collaborative canvas and game. Newly released documentation makes it a teaching tool for WebSocket/event-driven patterns.
https://github.com/jaemzware/stuffedanimalwar
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Title: Low-Code ETL & Embeddable Dashboards—Open Source “n8n x Tableau” Fusion
Description: String together AI, scraping, and ML data workflows and drop dynamic dashboards anywhere with this new open-source builder. Each piece is Docker deployable and ready for your custom nodes—perfect for data-science pros and open toolchain fans! (Looking for contributors)
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Title: Mind Mapping with Attachments—Free Tool for Organizing & Studying
Description: Map out your thoughts and study material with a browser-based app that supports file, image, and video attachments—turn complex ideas into visual, interactive maps. Openly available online!
https://pathmind.app
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Title: The “Copy Their Sequence” Founder Challenge: 1,000 Playbooks for Lean Startups
Description: Skip guesswork: grab proven playbooks from the Founder Vault, apply the exact launch/activation steps, and see week-over-week results. Model revenue-generating workflows from top SaaS profiles—no more overthinking the early stage grind!
https://foundertoolkit.org
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Title: PitSync AI Car Manager Launched—Never Miss a Maintenance Deadline Again
Description: Track car expenses, compliance, and maintenance with this AI-powered app—recently launched on Product Hunt. See if a smarter, automated car manager can streamline your ride’s history and reminders.
https://www.producthunt.com/products/pitsync-ai-car-manager
Title: I Built a Free, Open-Source E2EE Anonymous Web Chat—Now Seeking Feedback!
Description: Sick of privacy-invading chat platforms? Try liberalizm.me, a browser-based, end-to-end encrypted chat app—no signup, emails, or phone numbers required. Users get true anonymity and full control with an MIT-licensed, fully self-hostable Node.js backend. Live privacy-first demo available—feedback and contributions welcome!
Demo: https://liberalizm.me
GitHub: https://github.com/witcher53/liberalizm.me.git
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Title: Prompt Playground 2.0: New Games & Packs to Level Up Your Prompt Engineering Skills
Description: Level up your prompt engineering with a revamped, interactive playground! Practice with a modern UI, starter to advanced prompt libraries, plus new games like “Guess the Prompt” and “Prompt Soup.” All free resources remain open, with advanced packs for niche topics coming soon. Test drive and share your feedback!
Try it: https://promptlyliz.com
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Title: Dockpeek: Effortless Multi-Host Docker Dashboard—One-Click Updates, Zero Hassle
Description: Dockpeek is a lightweight, self-hosted Docker dashboard designed for maximum simplicity. Manage all your containers, update images with a click, view ports, and integrate with Traefik—even across multiple hosts. No endless setup—just fast, practical visibility for modern homelabs.
GitHub: https://github.com/dockpeek/dockpeek
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Title: New FOSS Email Warmup Tool—Open Source Your Way to Better Deliverability
Description: Stop paying for email warmup services! Free-warmup-email is a simple, open-source tool to prepare new or dormant domains for cold outreach and boost inbox placement. Completely free, actively tested, and ready for your next campaign.
GitHub: https://github.com/themacn/free-warmup-email
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Title: Build Your Own Local Q&A AI—91% Accurate Internal Doc Answers Without Heavy MLOps
Description: Transform company docs (PDFs, Google Docs, Slack) into a private Q&A assistant in minutes. Drag-and-drop ingest, vector search, and source-cited answers—no fancy setup required. Slam-dunks onboarding, policy lookups, and more with near real-time accuracy.
Try it: https://agent22.ai
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Title: AI-Driven Drug Interaction & Side Effect Checker: Clarity for Fast, Reliable Answers
Description: Meet Remed, an experimental MVP that lets you instantly search drug side effects, check drug–drug interactions, and (early-stage) predict risks using AI. Designed with trust in mind—clean results, citations, and built-in disclaimers. Try the free prototype and share your feedback!
Demo: https://remed.ai
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Title: Paragon Beta: Control Google Calendar via Natural Language—End-to-End Encrypted
Description: “Move my 3pm to Thursday”—done. Paragon’s AI assistant, Mia, manages your Google Calendar just by chatting. No forms, no menus; your scheduling is private and secure. Be among the first beta users and help shape the next-gen calendar experience!
Beta Access: https://paragon.zone
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Title: Travique: Ultra-Personalized AI Travel Planner Uncovers Hidden Gems & Seamless Itineraries
Description: Meet Travique—AI that crafts bespoke day-by-day trip plans, uncovers secret local experiences, and is soon getting a conversational trip-modifying bot. Stop planning on your vacation and let AI handle it! Join the waitlist and preview sample itineraries before launch.
Waitlist: https://travique.co
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Title: SubTracker.money—Stop Paying for Forgotten Subscriptions, No Risky Bank Logins
Description: Stay in control of recurring charges: SubTracker lets you track, review, and prioritize all your subscriptions in one secure place. Mark as essential, maybe-cancel, or share with family—no bank logins needed. Try it free and keep money from slipping away!
Try it: https://subtracker.money
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Title: Synthetic Population Platform: 300M+ Privacy-Safe US Data, Free Beta for Healthcare Analytics
Description: Access a granular, privacy-preserving synthetic US population for healthcare, pharma, and research analytics. Integrates with Snowflake, Databricks, and Postgres, with easy CSV/Parquet exports. Free for 3 months in open beta (normally $15k)—empower your simulations and forecasts.
Sign-up: https://epistemix.com/populus-beta-sign-up-form
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Title: First Human Transplant of Universal Blood Type Kidney—A Milestone for Organ Allocation
Description: Scientists converted the blood type of a donor kidney and successfully transplanted it, potentially transforming organ allocation by making donor blood type irrelevant. The breakthrough could dramatically improve equity and access for future organ recipients.
News: https://www.nature.com/articles/d41586-025-03248-5
Original study: https://www.nature.com/articles/s41551-025-01513-6
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Title: Inside the $40K School Where AI Replaces Traditional Lessons—Are “Guides” the Future?
Description: In Alpha School, students learn core subjects at their own pace from AI-powered software, while human staff support motivation—not direct teaching. The model promises personalized learning and “life skills” afternoons, raising big questions about education’s next chapter.
Full story: https://www.cbsnews.com/news/alpha-school-artificial-intelligence/
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Title: Apple Removes ICE Tracking Apps From App Store After US Government Pressure
Description: Apple has pulled apps used to track US Immigration and Customs Enforcement (ICE) activity, responding to political pressure. The move raises concerns around free speech, government overreach, and tech company responsibility in contentious policy debates.
Source: https://www.reuters.com/sustainability/society-equity/apple-removes-ice-tracking-apps-after-pressure-by-trump-administration-2025-10-03/?utm_source=reddit.com
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Title: New Device Lets You Back Up SD Cards Without a Laptop—Perfect for Photographers & Creators
Description: Meet PurrfectBackup: a portable gadget that copies SD cards to any USB drive or built-in SSD—just one button, no laptop or WiFi needed. Great for field backup on photography trips. Now looking for real-world testers in the US and India!
More info: (see purrfectbackup for details)
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Title: Meta’s AI Learns “Physical Intuition” Like a Baby—V-JEPA Surprises Researchers
Description: Meta’s new V-JEPA model develops a physical understanding of the world by watching videos—displaying “surprise” when events break its learned logic, just as infants do. This could pave the way for AIs to better plan, predict, and interact in real spaces. Fascinating read on how AI might grasp reality more like humans.
Link: https://www.quantamagazine.org/how-one-ai-model-creates-a-physical-intuition-of-its-environment-20251003/
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Title: OpenAI Eyes Direct Therapist Referrals Through ChatGPT—Major Step for Mental Health Access?
Description: OpenAI is building a network to directly connect ChatGPT users with licensed mental health pros via chat. This could mean instant, private access to therapists—amid major shortages globally. Game-changer or ethical minefield?
Link: https://openai.com/index/helping-people-when-they-need-it-most/
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Title: Groundbreaking Interpolating Neural Network Outpaces Conventional ML & Physics Solvers
Description: Researchers unveil Interpolating Neural Networks (INN), blending interpolation theory and neural nets for physics and engineering. INN claims 5–8 orders of magnitude speedup over classic PDE solvers and ML models—with robust results from sparse data. Could revolutionize computational simulations in science and industry.
Link: https://www.nature.com/articles/s41467-025-63790-8
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Title: Omoide: Local, Private, Face-Aware Photo Search—Now With Scene & Location Recognition
Description: Omoide lets you organize, search, and explore photos and videos offline—auto-tag faces, search by scenes, map memories, and find near-duplicates by content. Completely local, configurable, and privacy-first for your life’s media.
Link: [Project details in post]
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Title: Best Prompt to Annihilate Impostor Syndrome—LLM-Powered Cognitive Audit
Description: This prompt turns ChatGPT into your cognitive therapist: it attacks impostor syndrome by analyzing your self-doubt and confronting it with measurable evidence. Reality checks, confidence calibration, and actionable tools—built for high-achievers wrangling with fraud feelings.
Link: https://flux-form.com/promptfuel/
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Title: Drop-Dead-Simple “Execution Engine” Slays To-Do Overwhelm (Try Instantly, No Login)
Description: Hiding all but your very next task, this minimalist web tool banishes the “wall of work” anxiety. Get things done, guilt-free—one step at a time. Snap in, browser-based, no sign-up required.
Link: https://app.akarnu.com/
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Title: OmniTools v0.6.0: Self-Host your Swiss Army Knife of Everyday & Dev Utilities
Description: Bundle must-have text, number, JSON, and video utilities in one open-source, locally running web app. Easily self-host with Docker, save favorites, and get handy tools persistently at your fingertips.
Link: https://github.com/iib0011/omni-tools
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Title: CoreCut.AI: Turn Long Videos Into Dozens of Viral-Ready Clips with One Click
Description: Instantly chop interviews, meetings, or keynotes into bite-sized, shareable clips. AI-driven, batch processing—ideal for social teams, creators, and marketers wanting more from every recording.
Link: https://corecut.ai
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Title: Layra UI—Automated, Design-Quality UIs So Creatives Can Create, Not Pixel-Push
Description: Layra UI aims to let designers skip the time-consuming “pixel-perfect” grind so they can focus on creativity. Follow the open-building journey and see how design automation is evolving.
Link: [Project details in post]
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Title: New Wave of AI Productivity & Habit Apps Arrives—From Procrastination to Emotional Mastery
Description: Developers are debuting AI-powered and laser-targeted habit trackers and productivity apps—helping with burnout, decision-making, real confidence, and doing what matters most. What have you tried? What actually sticks? Add your favorites or builds to the conversation.
Link: [Combined community discussion from “Who is making productivity/self-improvement apps/tools to solve problems like these?” and “How I Removed Every Trigger of My Procrastination Habits”]
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Title: What’s the Most Underrated Real-World Use of AI You’ve Seen?
Description: Beyond chatbots and image gen—share the small, quirky, or surprisingly powerful AI solutions you wish more people knew about. Let’s build the “hidden gems” list for 2024!
Title: Open-Source Granite 4 H Tiny Q8 Model Brings 1M Context Window to Consumer GPUs
Description: The new Granite 4 H Tiny Q8 model stuns the community with a massive 1 million token context window—running at 50–60 tokens/sec on a single RTX 3090 with Flash Attention enabled. This makes handling book-length contexts locally a reality, setting a new bar for accessible, high-context LLMs. Curious how it performs and what the degradation curve looks like? Test it out in LM Studio or your favorite inference app!
Link: https://huggingface.co/RedPajama-Data/Granite-4-h-tiny (example location—actual repo may differ)
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Title: Moov AI Debuts: “We Killed Web Designers Today” with Prompt-Driven, Designer-Grade Sites
Description: Moov combines designer intuition and code-generation power, letting anyone prompt up a “Lovable meets Framer”-style website in seconds. Built-in smart suggestions, image-to-video tools, and Figma support mean you get polished, professional sites—no cookie-cutter templates or drag-and-drop fluff. Code exports cleanly to GitHub. Moov is now in beta for early access.
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Title: StudyFoc.us: Virtual Pomodoro Study Rooms Go Social with Live Collaboration
Description: Beat procrastination and build better habits with StudyFoc.us, a web app merging Pomodoro time-tracking and public/group study rooms. Get motivated by live peers, track your focus time, and stay accountable—perfect for solo learners and those needing community boosts. Try it free here: https://studyfoc.us
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Title: WonderWhisper: Powerful On-Device AI Dictation Arrives for Android
Description: Dictate text anywhere on Android, with SuperWhisper-level accuracy and customizable prompts. WonderWhisper supports pro features like API keys, context-aware spelling, command mode (summarize, listify, etc.), bubble overlay, and a minimalist keyboard—all running efficiently on your own device. Try it now:
https://play.google.com/store/apps/details?id=com.slumdog88.dictationkeyboardai&pcampaignid=web_share
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Title: Claude Code: Terminal-Based AI Turns Coding Beginners into Next.js App Creators
Description: Beginners are launching real web apps within days using Claude Code—a command-line AI coding mentor. With simple project templates, structured prompts, and logic-boosting workflows, even total novices can brainstorm, debug, and build with confidence. Join the wave and share your first “wow” moment with AI copilots.
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Title: After 10 Years of Learning Japanese, I Built an Interactive Story App for Real Vocabulary Retention
Description: KotobaTales turns Japanese reading into personalized adventures: make choices in interactive stories, get instant context-based translations, and organically review tough words through spaced repetition. The tool bridges the gap between fun reading and deep word-mastery—test it here and help shape its future!
Link: https://kotobatales.com
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Title: AI Habit Coaching: BodyBuddy Promises Daily Check-Ins at a Fraction of Human Cost
Description: Former clients team up to build BodyBuddy, an AI that lives in iMessage, delivering daily fitness and nutrition accountability for those lacking motivation or structure. Guided check-ins, goal tracking, and weekly habit add-ons—90 days for less than the cost of a single month of human coaching, with a free trial.
Try: https://bodybuddy.app
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Title: BrightPal AI: Affordable, Local-First AI Study Library for Students Now Live
Description: Tired of pricey, locked-down AI edtech? BrightPal AI lets students store all their materials, then search, ask, and learn with advanced AI—powered by their choice of local or cloud models. $20 one-time fee, no subscriptions, and flexible integration with Google, OpenAI, Ollama, and more. Built for accessibility and data control—see more:
https://nishannb.github.io/brightpal-updates/
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Title: Solving The AI Timeout Headache: Seamless Model Fallback Keeps Your Work Flowing
Description: Tired of losing progress when ChatGPT times out or lags? Nexos now lets you set up automatic AI fallback—if your main model fails or stalls, it smoothly continues with Claude, Gemini, or whatever’s next, preserving both context and sanity. Less risk, less waiting, fewer lost hours for power users and workflow nerds.
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Title: Open-Source Actual Budget iOS App: Community Contributors Wanted!
Description: Finance nerds, unite! An open-source iOS app is now available for Actual Budget users, enabling easy money management on the go with full integration (via Actual-Http-Server). The project is early and needs contributors—join to help build an open, community-driven alternative to locked-down budgeting apps.
Repo: https://github.com/bearts/actual-budget-app
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Title: Open Discussion: “Stockfish-Style” Modular Narrow AIs Proposed as AGI Alignment Solution
Description: What if “AGI” isn’t a single brain, but a system of thousands of specialized, narrow AIs—each safe and auditable, routed and checked for safety—collectively achieving AGI-level utility (but without existential risk)? This provocative concept reframes the AGI safety debate: statistical control, layered defense, no single point of catastrophic failure. Is this a future standard—or are there fatal flaws?
(Discussion, no link)
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Title: Picstory: Instantly Turn Your Photos into Short Stories, Captions & Scripts Using AI
Description: Picstory is a new free web app that transforms any photo or video into a personalized narrative, Instagram/TikTok captions, or even vlog scripts—perfect for creators and anyone wanting to add context to their memories. Upload, get text instantly, and inspire your next post.
Try it: https://picstory.fun
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Title: AI-Powered Chrome Extension “Newslater” Summarizes Saved Articles Daily
Description: Drowning in articles? Newslater lets you bookmark throughout the day, then delivers AI-generated summaries straight to your inbox or dashboard, so you can learn more and read less. Trying to decide between free and paid tiers—give feedback and help shape its future!
Try it: https://newslater.today
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Title: vLLM Now Easier Than Ever for Multi-GPU Inference on Consumer Nvidia Cards
Description: Got a pair of 3090s? Setting up vLLM for massive local LLM inference is now achievable even for non-experts, thanks to new community guides and scripts. Easily test larger models (like Gemma 3-27B) and scale up with minimal friction—open-source, plug-and-play with Ollama and OpenAI APIs.
Learn more: https://vllm.ai/ (replace with specific script links if relevant)
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Title: Indie Hackers: Tool Now Lets You Just “Talk” to Your Logs—And Auto-Fixes Errors
Description: Fed up with context-switching and alert fatigue from log dashboards? This new solution lets you query logs using natural language, auto-generates insights, and can even patch issues with agentic pull requests on the fly. Currently waitlisting to control token costs—DM original poster for details!
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Title: Seeking AI-Native B2B Product Teams for Commercialization Partnership
Description: If you’re a small team (1–3 devs) with deep AI/LLM tech deployed, but need help with go-to-market, scaling, or monetization, this veteran marketer/GTM operator wants to partner. Especially interested in finance, legal, industrial, or e-commerce verticals. DM with your MVP/demo and stack! (Discussion, no link)
