2025-11-20 - Reddit Posts:
Title: Microsoft Unveils “Agentic OS” and Agent 365—AI Agents Are Reshaping Everything
Description: Microsoft announced major moves at Ignite: Windows 11 is gaining “AI agent” capabilities built right into the OS, while the new Agent 365 platform unifies agent management and security for enterprises. As AI agents hit consumer workflows, customer support, and healthcare, Databricks is raising $130B+ to double down on AI-powered data infrastructure. Building or scaling AI agents? Check out Microsoft Foundry, and see how the agent revolution is going mainstream.
Links: Microsoft Ignite, Microsoft Foundry
Title: DockTail: Auto-Expose Docker Containers as Tailscale Services (Free, Open Source)
Description: DockTail seamlessly exposes your Docker containers as Tailscale Services using simple labels—like Traefik, but tailored for Tailscale networking. It’s a plug-and-play Go container that needs zero config, works across machines, and even scales to huge homelabs. Open source and easy to try for anyone running Docker and Tailscale.
Link: https://github.com/marvinvr/docktail
Title: distil-localdoc.py: Local LLM for Fast, Secure Python Docstrings (Google Style, 0.6B Model)
Description: Want perfect, Google-style Python docstrings for your code—without uploading anything to the cloud? distil-localdoc.py runs a compact Qwen3 0.6B model locally to document your code—keeping intellectual property safe and cutting ties with expensive APIs. Ideal for anyone who needs solid code docs at scale.
Link: https://github.com/distil-labs/distil-localdoc.py
Title: Replace Paid “AI Wrapper” Apps with OSS Observer: Local, Private, Free
Description: The open-source Observer framework can replicate most paid AI tools that just pass your data to a model. Ditch subscription apps for local, private alternatives—Observer supports meeting summaries, interview helpers, and more. Tinkerers and privacy-seekers: suggest commercial apps you want recreated!
Link: https://github.com/Roy3838/Observer
Title: Codebox: Self-Hosted, Secure Remote Dev Workspaces Across Machines
Description: Codebox lets you spin up reproducible remote development workspaces on your own hardware—no reverse tunnels or open ports needed. With a web UI, isolated runners, and SSH/HTTP support, it’s an open-source answer to cloud IDE vendors—built for privacy and scale.
Link: https://github.com/davidebianchi03/codebox
Title: Shelfinder: Drag & Drop Files on a Floating Shelf for Easy Finder Orgs (Free macOS Utility)
Description: Shelfinder adds a decluttered floating “shelf” to your Mac—drop files, folders, images, and more for quick access while reorganizing with Finder. All-local, visually clean, and it just works. Give your Mac’s file workflow a speed boost!
Link: https://shelfinder.com/download
Title: “SkillTrip” App: Learn Any Skill with Motivation & Design from the Global South
Description: SkillTrip is a beautifully designed app that helps you learn any new skill, with a focus on accessibility for users in developing countries. It’s packed with creative visuals and a short motivational film from the creator. Try it on Android—iOS version coming soon!
Link: https://play.google.com/store/apps/details?id=com.fenet.skillpath
Title: GoldenDay—All-in-One Visual Bookmark, Note, and Moodboard Tool (Early Access)
Description: Tired of juggling ideas across Notion, Pinterest, and browser bookmarks? GoldenDay unifies visual inspiration, notes, and links on a flexible, auto-tagged canvas—perfect for mood boards, PKM, design portfolios, or client deliverables. Try it out and get 1 month free if you share feedback!
Link: https://mygolden.day
Title: KeycloakDocs: Community Hub for Clear Auth Integration Guides (AI-Search, Multilingual)
Description: Official Keycloak docs a mess? KeycloakDocs is building a new platform for up-to-date, multi-framework auth guides, runnable examples, and AI-powered search. Devs: help shape it with a quick survey, so authentication headaches go away for good.
Feedback/survey: https://forms.gle/Dn3au3FS23aKWNUz5
Title: KnowJitsu v2: AI-Powered Learning Gets Leagues, Friends & Star Progress
Description: KnowJitsu—an AI-driven learning app—just launched v2 with social features: add friends, compete in leagues, and unlock stars by topic. Continue learning offline and challenge your network—now more addictive than ever.
Try it: https://knowjitsu.com
Title: TrackMyVibe: Finally Track What Drains or Energizes You (Not Just Tasks)
Description: Ever wondered why some days you’re “on fire” and others you’re drained, even with the same habits? TrackMyVibe lets you log what boosts or saps your energy, revealing connections that typical mood or task trackers miss. Perfect for burnout, brain fog, and self-understanding.
Try beta: https://www.trackmyvibe.com
Title: SupaSidebar: Arc-Style Bookmarks and Command Panel for Any Browser
Description: Miss Arc’s sidebar for managing bookmarks, quick search, and cross-browser shortcuts? SupaSidebar brings those superpowers (and fuzzy search!) to Safari, Chrome, and beyond. Free version available; Pro on sale for Black Friday.
Link: https://supasidebar.com
Title: Omni Beta: Get Real-Time AI Focus Support for Deep Work (Free, Discord)
Description: Struggling to stay focused during long work sessions? Omni Beta offers AI-powered real-time focus aids and accountability—now free for beta users via Discord. Meet the community, shape the product, and level up your productivity game.
Join: https://discord.gg/JhbqkUUHEn
Title: Bring Your Own Keys (BYOK): A Must-Have for AI SaaS Tools?
Description: AI toolbuilders: adding a BYOK (Bring Your Own API Keys) option can win over privacy-focused power users, giving them control and unlimited usage. Hear from founders why BYOK could be a killer differentiator—at the cost of some recurring revenue.
(Opinion/discussion post—no link)
Title: Open Discussion: Prompting Bias in Gemini 3.0 & Unexpected Model “Opinions”
Description: Users are reporting that Gemini 3.0 exhibits unexplained bias—aggressively downplaying Chinese brands compared to earlier versions and inserting unsolicited comparisons. Have you seen similar personality or opinion shifts in recent LLMs? Discuss your findings and theories.
(Opinion/discussion post—no link)
Title: Stop Wasting Time with Pre-Quantized Models: Optimize LLMs for Your Hardware & Domain with LlamaPajamas
Description: Most people just grab random pre-quantized GGUF models from Hugging Face, leaving huge performance gains untapped. LlamaPajamas is an open-source pipeline that takes full-precision models, converts and quantizes them for YOUR hardware (CoreML, TensorRT, MLX, GGUF), and applies importance quantization with domain-specific calibration data. Get smaller, faster, more accurate AI—especially for specialized tasks—plus strict accuracy eval tools. Serious about local AI? This is how you should really be doing it.
GitHub: https://github.com/llama-farm/LlamaPajamas
Title: Gemini Pro Overtakes on SWE-bench, OpenAI Hits 80% with GPT-5.1-Codex-Max
Description: Google’s Gemini Pro just snagged the top spot on SWE-bench, a coding benchmark for LLMs, edging out previous leaders. Meanwhile, OpenAI’s new GPT-5.1-Codex-Max reportedly hits 80% on the same test and becomes the new default. Competitive pressure is accelerating rapid advancements in coding-capable LLMs—watch this space for even bigger leaps soon.
Read more: https://www.swebench.com/ | OpenAI: https://openai.com/index/gpt-5-1-codex-max/
Title: Open-Source Inbox for AI Agents: Sendook Handles Email at Scale
Description: Sendook is a fresh, open-source inbox system designed for AI workflows, agents, and automations that need to send, receive, and parse email at scale. It simplifies email I/O, letting developers seamlessly integrate robust email functions into their LLM-powered tools or agentic systems—no more reinventing email plumbing.
GitHub: https://github.com/getrupt/sendook
Title: Build a Brand System in 8 Minutes with Aurora Identity AI (Beta)
Description: Aurora Identity is an AI-powered tool that turns 8 core questions into an export-ready, coherent brand system: color palette, typography, voice/tone, design tokens (Figma/CSS/JSON), and prompt recipes for asset generation. No templates or generic assets—just a true brand backbone in minutes. Now in public beta with a one-time fee per brand.
Demo & details: https://auroraidentity.com
Title: Massive Guide: How to Find High-Impact Open Source Projects in 2024
Description: Want to contribute to the hottest open-source projects or discover new ones to follow? This crowdsourced Reddit compilation covers leading dev tools (Kubernetes, CNCF, DuckDB), beginner-friendly repos, emerging stars like Meshtastic, plus resources to find issues and filter by your expertise.
Resources list: https://goodfirstissue.dev | https://ecosystems.gitwallet.co | https://codegroupie.com
Title: Your Brain Has 50 Tabs Open—ThunDroid AI’s “Close All Tabs” Button Offers a Real Reset
Description: ThunDroid AI aims to declutter your mind, not fill it with more tasks. The app combines breathing exercises and a fast AI “mental dump” to clear mental RAM and reset focus in five minutes. All processing is on-device, fully private, and free to try—if your thoughts feel like a browser with too many tabs, this one’s worth a shot.
iOS: https://apps.apple.com/app/thundroid-ai/id6746182736
Title: Indie Devs Are Building Smarter Support: Receptionst Offers 24/7 AI Chat, Lead Capture, and Booking
Description: Never lose a website lead again because of slow replies or missed chats. Receptionst is a solo-founder-built web AI agent that instantly answers questions, captures details, and books calls even at 3 a.m.—all tailored for your industry. Affordable automation for those who can’t hire 24/7 staff or use expensive enterprise bots.
Learn more/demo: [link (provided by founder on request)]
Title: Gemini, Claude, or Llama? ArchitectGBT Refines AI Model Recs Based on Your Real Needs
Description: Overwhelmed by the AI model marketplace? ArchitectGBT provides personalized LLM/app recommendations tailored to your volume, budget, and priorities. Enter basics, answer three questions, and get an updated shortlist—now with a just-launched “Refine” feature for deeper customization.
Try it: https://architectgbt.com
Title: Aurora Identity, Slaid, and DoorEZ: AI-Powered SaaS Apps Solve Branding, Presentations, and Delivery Ops
Description: From instant brand systems (Aurora Identity) to Excel-to-presentation automation (Slaid) to unified delivery management (DoorEZ), indie AI builders are launching high-value SaaS tools aimed at everyday business pain points. Lightning-fast branding, hands-off reporting, and stress-free logistics are just a few clicks away.
Aurora: https://auroraidentity.com | Slaid: [link on request] | DoorEZ: [link on request]
Title: AMA: OpenAI Safety “Doomer” vs. Princeton Prof—Will AI Kill Us All?
Description: On the Entanglements podcast, ex-OpenAI safety team member Daniel Kokotajlo (70% chance of AI catastrophe!) debates Princeton’s Arvind Narayanan (basically zero chance) about AGI timelines, alignment, and existential risk. They even found rare common ground on transparency and safety policies.
Podcast & info: [Entanglements podcast episode link]
Title: Turn Your Media Library into “Google Photos for Teams” with AI-Powered CoreViz
Description: CoreViz is a new DAM/media library for teams, bringing instant semantic search, plain-English image editing, bulk tagging, and automatic object/face detection—all powered by visual AI. Plus, use one of Roboflow’s 50K+ models to tailor analysis for your domain. Ideal for organizations who handle massive visual datasets.
Try it: https://coreviz.io/
Title: DayZen: A Circular Planner for ADHD/Neurospicy Brains Who Hate Linear To-Do Lists
Description: Tired of endless to-do lists? DayZen visualizes your priorities as a 24-hour circle, placing tasks in the optimal slot for you—recurring routines included. Perfect for visual thinkers, ADHDers, and anyone seeking a calmer, more intuitive day. Built by/for folks who couldn’t find a planner that worked.
Try it: https://apps.apple.com/us/app/dayzen/id6754326173
Title: Counto: Minimalist iOS Counter Uses On-Device AI to Recommend Goals
Description: Struggling to choose what to track—habits, moods, or milestones? Counto is a privacy-first iOS app that uses Apple Intelligence (on-device AI) to suggest custom counters and goals based on your intent. No data leaves your phone, and the interface is refreshingly simple.
App Store: https://apps.apple.com/us/app/counto/id6478036481
Title: Why You Should Make—and Open Source—Your Own CMS (and How AI Can Help Even Non-Coders)
Description: Frustrated with upsells and paywalls in the mainstream CMS world? The Anita CMS project is AGPL-3 licensed, lightweight (FastAPI + SQLite), and bakes AI site-building directly into the platform—allowing even non-coders to create feature-rich, personalized sites.
GitHub: https://github.com/Iteranya/anita-cms
Title: The Homelab Sisyphus Struggle: How Do You Actually Beat Self-Hosting Maintenance Burnout?
Description: If your server “hobby” feels more like update janitor duty than tech fun, you’re not alone. From strict container versioning to yak-shaving over secrets and network configs, this deep Reddit discussion shares hard-earned tactics—and the pursuit of true long-term system sanity. Got advice? Share your “set it and forget it” practices below.
This curation prioritizes AI/LLM tool releases, open-source showcases, impactful indie SaaS launches, and insightful meta-discussions with broad value. Overly niche/self-referential, low-value, or hyper-technical posts were omitted.
Title: Google Trains Gemini 3 LLMs 100% on Custom TPUs, Sidesteps Nvidia Tax
Description: Google’s Gemini 3 models are the first billion-scale LLMs trained entirely on Google’s own TPU accelerators, not Nvidia GPUs—ushering in a new level of freedom from Nvidia’s supply chain and pricing. The new TPUv7 “Ironwood” chips deliver 10x performance over v5 and power big customers like Anthropic and Midjourney. This shift could fundamentally reshape the global AI hardware landscape and accelerate LLM innovation.
Title: Meta AI Unveils SAM 3D: Turn Any Photo Into a Full 3D Scene or Human Model
Description: Meta’s new SAM 3D models convert regular images into detailed 3D objects, complete human avatars, and even estimate poses—all from a single 2D picture. Achieving state-of-the-art results, SAM 3D paves the way for next-level AR/VR, gaming, and AI-driven creative workflows.
Try it: https://go.meta.me/85bb63
Title: Apple’s M5 Macs Get Major ML Boost: GPU Neural Engines & Thunderbolt 5 Support
Description: The upcoming macOS Tahoe 26.2 will unleash huge machine learning speedups on M5 Macs by unlocking neural accelerators in each GPU core. Cluster compute support expands to Thunderbolt 5, enabling serious scale for researchers and ML developers—closing the gap with Nvidia GPUs and Apple’s own iPhone A19 chips.
Title: Disease-Agnostic CRISPR Therapy: New AI-Guided Editing Bypasses Rare Mutation Bottleneck
Description: A Nature study introduces PERT, an editing technique that lets one CRISPR therapy treat many rare genetic diseases, instead of needing a custom fix for each case. By using AI to discover optimal suppressor tRNAs and prime editing, researchers enabled in vivo rescue of diseases like Batten and cystic fibrosis in models—potentially transforming treatment for millions.
Read more: https://www.nature.com/articles/s41586-025-09732-2
Title: AI Supercharges Genome Editing—From Smarter CRISPR Design to Predicting Cell Impacts
Description: Artificial intelligence is accelerating the evolution of CRISPR and gene editing, from optimizing editor enzymes to designing experiments and predicting genome changes. This review highlights how AI and deep learning are increasingly essential for developing next-gen medical and research tools, with massive implications for genetic therapies.
Paper: https://www.nature.com/articles/s41576-025-00907-1
Title: Mind-Reading Devices Decode Internal Thoughts (and Psychiatric Symptoms) Before Consciousness
Description: BCIs have begun translating inner speech and thoughts from brain activity, with researchers now able to decode a user’s intents and decisions even before they become fully conscious. New work points to using these neural insights for adaptive mental health treatments—heralding both medical breakthroughs and ethical debates.
Details: https://www.nature.com/articles/d41586-025-03714-0
Title: Gemini 3 Pro API Finally Supports Structured Output with Grounding (But Not Code Exec)
Description: Google’s Gemini 3 Pro API now lets developers get reliable, grounded answers as structured JSON—solving the biggest pain-point from 2.5. The caveat: you can’t combine code execution and web-based grounding in the same request yet. Still, it’s a game-changer for building factual, programmable AI apps.
Title: Meta Open-Sources Butterfly Social: Self-Host OpenGraph Preview Image Generation for Your Site
Description: Butterfly Social automates generation of social media preview images (OpenGraph) for your entire website right from your existing HTML/CSS—no more template editors or paid APIs. Fully open-source (AGPL), self-hostable, and infinitely customizable, it gives webmasters total control and persistent freedom from SaaS lock-in.
GitHub: https://github.com/chimbori/butterfly
Title: Oralo: Privacy-First AI Note-Taker for iOS—Free Premium for First 60 Users
Description: Oralo records or imports any meeting or lecture, transcribes it locally in 99+ languages, and turns it into searchable, AI-generated notes and action items—all on device, with nothing leaving your phone. The first 60 users get unlimited premium features free—just try, send feedback, and unlock.
App: https://apps.apple.com/app/id6742455322
Title: CrowdSec Manager: Modern Web UI for Self-Hosted CrowdSec Security Stack
Description: Manage and monitor your CrowdSec deployment (with Pangolin/Traefik integration) via a fresh, React/Go UI—ditch bash scripts for a dashboard with system health, logs, whitelist, backups, and real-time alerts. Still beta, but already making open-source threat defense a lot less intimidating.
GitHub: https://github.com/hhftechnology/crowdsec_manager
Title: RAI Institute Demos Baseball-Playing Robots with Human-Level Speed and Reflexes
Description: Robots at the RAI Institute can now throw, catch, and hit baseballs at up to 70mph, even playing catch and batting practice against humans. This breakthrough in dynamic robotic manipulation hints at the next wave of agile, sports-capable machines, with big implications for automation and biomechanics.
Title: iOS App Launch: Native Client for Your Self-Hosted Speedtest Tracker
Description: If you host Speedtest Tracker at home, there’s finally a native iOS app to monitor, initiate, and review tests securely from your phone—no third-party cloud, no data collection. Built for privacy-focused, self-hosted networking enthusiasts.
Project: https://github.com/alexjustesen/speedtest-tracker
Title: [24H Giveaway] Tubly Downloader: Blazing-Fast, Privacy-First YouTube Download Extension
Description: Forget sketchy YouTube downloaders—Tubly is a clean browser extension supporting instant 8K/4K/MP3 downloads, no installs, and no ads. To celebrate launch, 1-year Pro is FREE for anyone commenting in the next 24 hours. Works on Chrome, Edge, Firefox, and Brave.
If more builder/marketing journey posts needed, consider this summarized (only the stand-out ones shown):
Title: $8K MRR Bootstrapped SaaS: The No-Ads, All-Organic Growth System
Description: Step-by-step, a solo dev shares how disciplined SEO, free tool submission, and weekly content publishing took his workflow automation SaaS to $8K/month—all with $500 total spend and no paid marketing. If you think SEO is too slow for indie hackers, this story might turn your head.
Title: MiroThinker v1.0 Launches: Open-Source Agent Model With “Interactive Scaling” Rivals GPT-4
Description: MiroThinker v1.0 brings a breakthrough in LLM agent design with “interactive scaling”—letting agents learn by real-world tool use, reflection, and hundreds of reasoning cycles. It achieves 256K context, 600-turn tool interaction, and SOTA results rivaling GPT and DeepResearch. Fully open-source, with weights, code, and agent tools available to try and hack.
Links: Model (Hugging Face) | Code | Demo | Agent Framework
Title: ReflexGrad Drops: LLM Agents Now Show True Zero-Shot Generalization Across Tasks
Description: New ReflexGrad architecture fuses hierarchical task decomposition, causal reflection, and gradient-based optimization—enabling LLM agents to generalize without any task-specific training. Hits 67% zero-shot success on ALFWorld, rivaling few-shot methods but with pure semantic reasoning. Huge implications for “out of the box” agent flexibility.
Paper: arXiv Link
Title: Free n8n + GPT-4o Workflow: Auto-Scrub PII, Parse Emails & Assign Tasks—No More Manual Data Entry
Description: Open-source template automates business workflows: parses emails, extracts data/PDFs, detects & removes sensitive info, and routes requests with GPT-4o-mini—all inside n8n. Instantly connect Gmail to Google Sheets, cut grunt work, and boost data privacy for hotels, travel, and more.
Grab the template: n8n Workflow
Title: Kairos Flow: Open Source Multi-Agent LLM Framework Survives Real-World Use
Description: Frustrated by bloated agent “platforms”? Kairos Flow takes a pragmatic approach: every agent has one job, with JSON outputs, orchestration, and is MIT open source. Proven in production tools, it saves tokens, reduces hallucination, and plays nice with any model.
Repo: GitHub – JavierBaal/KairosFlow
Title: Mindowl: AI That Analyzes Your Journal—Discover Mood Patterns, Triggers, and Loops
Description: This new tool eats years of your private journal or diary and uses LLMs to surface patterns, mood shifts, and recurring self-talk. Totally private, not clinical—meant for reflection, not therapy. Unique for anyone wanting insight into their own thinking.
Try it here: https://mindowl.co
Title: Scrcpy Manager UI: Slick GTK3 GUI for Android Control Over WiFi & USB
Description: Sick of command-line scrcpy? The new Scrcpy-Manager-UI gives you a modern GTK3 GUI for managing Android devices—launch virtual sessions, wireless pairing, device profiles, and more. Streamlines device control for devs and power users alike.
GitHub: Scrcpy-Manager-UI
Title: Fast, Gradient-Based Whole-Brain Modeling Now Open Source (TVB-Optim, JAX)
Description: TVB-Optim lets you train personalized, high-dimensional brain network models at clinical scale—using JAX-powered differentiation for massive speedups vs older tools. Open source, supports fMRI & MEG, built for reproducible neuroscience at scale.
Read the preprint: TVB-Optim on bioRxiv
Title: Agile One: Industrial Humanoid Robot With LLM-Driven Real-World Skills Debuts
Description: Germany’s Agile Robotics revealed Agile One—an industrial humanoid with dexterous hands and AI/LLM-powered interaction. Tasks shown: delicate assembly, tool handling, and touchscreen use. Big step toward robust, trustworthy robot coworkers.
Video/Details: Twitter/X post
Title: Mindowl: AI That Analyzes Your Journal—Discover Mood Patterns, Triggers, and Loops
Description: This new tool eats years of your private journal or diary and uses LLMs to surface patterns, mood shifts, and recurring self-talk. Totally private, not clinical—meant for reflection, not therapy. Unique for anyone wanting insight into their own thinking.
Try it here: https://mindowl.co
Title: AI Job Loss Isn’t Hype—LLMs Are Quietly Replacing Entry Roles
Description: Insiders report junior developer, legal, and copywriting roles increasingly replaced by LLM automation—not by mass layoffs, but by quietly removing open positions. The shift starts slow and spreads across industries as AI capability improves.
Discussion thread—debunk the “AI won’t take jobs” narrative.
Title: MiroThinker v1.0 Drops—Open-Source LLM Agent With “Interactive Scaling” Rivals GPT-4
Description: MiroThinker uses a new “interactive scaling” approach, letting the model learn by acting, reflecting, and practicing across complex tool interactions. It achieves SOTA results, supports 256K context and 600+ turn dialogues, and offers all code and weights for devs.
Try/demo: Hugging Face | Demo
Title: ReflexGrad: LLM Agents Now Show True Zero-Shot Generalization Across Diverse Tasks
Description: ReflexGrad integrates task decomposition, causal reflection, and gradient-based optimization, allowing LLM-based agents to solve new challenges with no prior examples—outperforming many few-shot systems. This could be key for future generalist AI agents.
Read the paper: arXiv PDF
Title: Mindowl: AI That Analyzes Your Journal—See Mood Patterns & Cognitive Loops
Description: Feed years of your journal to AI and receive insights into mood trends and recurring behaviors. Not therapy—purely reflective, with privacy-first design for self-insight seekers.
Try: https://mindowl.co
Title: Proxmox VE 9.1 Released: LXC from OCI Images, Better Nested Virtualization
Description: Proxmox Virtual Environment 9.1 improves container creation, TPM support, SDN status, and more. If you run your own infrastructure, this release brings new options for VM control and better integration.
Details: Proxmox Forum Changelog
Title: Fikr: iOS AI Keyboard Fixes Grammar, Writes Replies, and Translates in Any App
Description: New AI-powered keyboard app for iOS that fixes grammar/spelling, rewrites tone, suggests entire replies, and translates—all inside your favorite chat, email, or note apps. Streamline mobile productivity with real-time intelligence as you type.
App Store: Fikr – AI Keyboard
Title: Nextcloud, Seafile, OwnCloud: Best Reddit-Recommended Self-Hosted Google Drive Alternatives
Description: Tired of Google Drive? Redditors recommend tried-and-true FOSS: Nextcloud (full suite, web access), Seafile (fast, low-resource), OwnCloud, and lightweight options like Filebrowser and Filestash. For photos, see Immich.
Comparison & links: awesome-selfhosted.net | Filestash GitHub
Title: TabClock: Chrome Extension That Exposes Your Tab Time—No Ads, No Accounts
Description: Lose track of time on YouTube, Reddit, or work? TabClock shows exactly how long you’ve spent on each site, right on the tab—track usage, build awareness. Open for feedback!
Try: https://tabclock.site
Title: Grok 4.1 Surges Past Gemini 3 in AI Benchmarks, Sets New Performance Records
Description: xAI’s Grok 4.1 just jumped to the top of the LMSYS Arena, outperforming both Gemini 3 and GPT-5. The update brings dramatic drops in hallucinations, major gains in emotional intelligence, and state-of-the-art creativity—across both its standard and “Thinking” models. Benchmark-watchers say this instantly changed the competitive landscape.
Read more: https://arena.lmsys.org
Title: Open-Source Terminal AI Assistant “whai” Ships: Smarter Help, Right in Your Shell
Description: Never leave your terminal to troubleshoot again—whai is an open source AI assistant that understands your shell context, recently run commands, and outputs. Define custom ‘roles’, review explanations before approving commands, and use it safely right inside your workflow. It’s transparent, privacy-conscious, and installable directly from PyPI.
Try it here: https://github.com/gael-vanderlee/whai
Title: Supercharge ChatGPT: Free Chrome Sidebar for Lightning AI Access
Description: Tired of constant tab-switching while using ChatGPT? This new Chrome extension puts ChatGPT in your browser’s side panel for instant access. No script injection or privacy risks—just your account in a snappy, distraction-free sidebar. Perfect for research, coding, and power users who live in Chrome.
Direct link: https://chromewebstore.google.com/detail/sidely-chatgpt-sidebar/ibgipmeolfponfpmjhflfgkbcecpmcoo
Title: PAL Adds Wayland Linux Support: Call for Community Testers
Description: The cross-platform abstraction library PAL just added full Wayland support, streamlining window creation and input handling on Linux alongside fallback to X11. Developers and Linux enthusiasts are invited to test the new branch and report bugs before the official launch—help make Linux desktop AI tools smoother for everyone!
GitHub repo: https://github.com/zeux/ni
Title: Hugging Face’s Real-World Impact: Routing, Courses, and the Rise of Open Robots
Description: Hugging Face is fast becoming the default AI toolkit—developers use it for policy-based LLM routing, rapid model deployment, hands-on courses, and even robotics like Reachy Mini. You can build AI agents, generate code, create synthetic data, and find the perfect LLM for your niche.
Explore the ecosystem: https://huggingface.co/
Title: Indie Language Learning: Read Anything, Tap to Translate, Powered by AI
Description: Fluencywave lets you learn five major languages by reading what you actually love—just tap any word for a translation, build vocab lists effortlessly, and even import your own texts. AI-generated content and smart progress tracking round it out. Built solo, now trending on Product Hunt!
Check it out: https://www.producthunt.com/posts/fluencywave/maker-invite?code=AM2cDN
Title: Test Next-Gen Productivity: Calendar-Based Task Manager With Built-In AI Review
Description: Self Manager rethinks time management by organizing projects around calendar days—not scattered lists. Pin tasks to days, track completion, and collaborate—all with AI-generated weekly/monthly reports so you actually learn from your work. Power users say it beats Trello and Todoist for tracking what matters.
App link: [Direct link not included; user post summarizes PM features & workflow.]
Title: Instantly Review Your Day: Visual Productivity Dashboard Launches
Description: Make10000hours.com is a new dashboard that tracks where your time really goes—down to each minute, every project, all at a glance. Color-coded reports, focus streaks, comparison graphs, and pie charts help you see progress and bottlenecks clearly, no more switching apps for review.
Try it here: https://Make10000hours.com
Title: Simple, Blazing-Fast PDF Tools—No Logins, No Limits, 100% Free
Description: Tired of bloated PDF sites? ILovePdfDoc.com brings you instant image-to-PDF conversion, merging, splitting, and locking/unlocking files, all in a clean, privacy-friendly interface—no watermarks or pop-ups. Next up: built-in OCR tools. Community feedback highly welcome!
Give it a spin: https://ilovepdfdoc.com
Title: New App Turns “Atomic Habits” Into Daily, Doable Actions—Not Just Reading
Description: BlinkDo transforms best-selling self-help books into step-by-step daily tasks, so you apply insights instead of just collecting highlights. Progress tracking, book collections, and actionable one-pagers make habit change concrete. 10 playbooks free for new users—on iOS and Android.
iOS: https://apps.apple.com/in/app/blinkdo/id6752018225 | Android: https://play.google.com/store/apps/details?id=com.blinkdo
Title: Open Indie SaaS Marketplace Passes 650 Users, 40+ SaaS Listed, 10 Exits
Description: Fundnacquire.com is helping SaaS founders buy and sell small businesses fast, with a simple, transparent marketplace model. More than 650 users and 40 SaaS tools listed since launch—10 businesses sold already. AMA and platform demo open for questions from fellow founders.
Visit: https://fundnacquire.com
Title: Breathing App for Stress and Sleep: Developer Seeks Honest Android User Feedback
Description: Ventral is a laser-focused Android app for anxiety and sleep breathing exercises—no clutter, no distractions, just paced breathing that you can tweak. If you find most apps too fast, too busy, or too rigid, try this and share what works (or doesn’t) so it gets even better for real users.
Try & review: https://play.google.com/store/apps/details?id=com.ventralapp.nervous
[Note: Several posts about Gemini 3 context limitations and hallucinations were not included, as issues with Gemini’s context window and factual errors are widely discussed and less novel for which a new headline is not justified—unless there’s a major research release or workaround.]
Title: 50+ Practical AI Agent Examples: Explore Open-Source Templates, RAG & Agentic Workflows Description: Discover a curated GitHub repo offering over 50 real-world AI agent examples—from starter templates to advanced agentic workflows (including RAG, memory-enabled agents, and multi-framework demos). Perfect for builders seeking inspiration or best practices. Repo: https://github.com/automorphic-ai/awesome-ai-apps
Title: Google Antigravity IDE: Next-Gen Multi-Agent Coding or Just VS Code + Gemini? Description: Google quietly launched Antigravity, an AI-powered IDE featuring Gemini 3—think VS Code on steroids, with collaborative coding/review/refactor agents for large repos. Has anyone stress-tested its agentic workflows or Chrome/API integrations? Curious how it stacks up to Cursor and other AI IDEs.
Title: Open Source Stremio Addon Manager Seeks Collaborators for Secure Addon Ecosystem
Description: Help build the Stremio ecosystem! This robust Node.js/Express project provides rate limiting, security headers, automated testing, and CI/CD out of the box. The maintainer invites devs to contribute new features (like manifest v2 support) and tackle “good first issues.”
GitHub: https://github.com/LUC4N3X/StreamOrganizer
Title: Real-Time Event Conflict Finder: Prevent Concert Booking Disasters with AI
Description: Just launched: a tool that scans Ticketmaster & Bandsintown to flag conflicting live events in any city—saving promoters from painful double bookings. Try the live demo, spot overlapping shows on an interactive map, and never lose audiences to scheduling blunders again.
Demo: https://event-conflict-finder.vercel.app
Title: Pull Real Insights From Long YouTube Videos: InBrief Email Summaries Now Live
Description: Cut through hour-long finance, tech, and politics videos—InBrief uses AI to extract the key arguments, quotes, and context, delivering daily digests straight to your inbox. Paste any YouTube link for an instant, shareable summary. Free credits for early users.
Try: https://in-brief.com
Title: Copy-Paste, Production-Ready Flutter UI Components—Meet fluttercn (shadcn-inspired)
Description: Fluttercn brings the shadcn philosophy to Flutter: lightweight, production-ready UI components you fully own—just copy, drop, and customize via a CLI. Minimal dependencies. Features Card, Button, Badge, Avatar, and more, with full theming and a live playground.
Docs: https://www.fluttercn.site/
GitHub: https://github.com/pinak3748/fluttercn
Title: Open-Source Python Library Automates draw.io Diagram Generation: drawpyo Description: Drawpyo streamlines diagram creation for devs by programmatically generating complex draw.io diagrams from Python code—perfect for rapid docs, onboarding, and workflow mapping. Ideal for beginners wanting to make impactful, real-world open-source contributions.
Title: AI Scheduler for Study Sessions: Brain-Dump Tasks, Get Optimized Plans Instantly
Description: Forget juggling Google Calendar and to-do apps. This new AI-powered tool lets students list all their study tasks, then auto-generates a personalized schedule based on learning science, energy levels, and focus preferences.
Want early access or feature input? Join the waitlist!
Title: What’s Behind the AI Productivity Paradox? Faster, But “Dumber?” Description: Soaring dev speed—or cognitive atrophy? Some users admit becoming 10x faster with AI code tools, yet feel their actual understanding is slipping away. Are we rubber-stamping model output and losing touch with fundamentals, or is this just the new normal for knowledge work? Has anyone found a balance?
Title: Where Will AI-Generated Design Disrupt the Retail Creative Pipeline? Description: All-in-one AI design tools are closing the loop between concept and finished product, especially in e-commerce (e.g., ImaginePixly). With editing, background removal, and asset exporting in one platform, will these pipelines overtake traditional design workflows? How close are we to true “idea → shelf” automation for indie brands?
Title: Has AI Changed the Way You Approach Coding and Learning? Description: With LLMs now co-authoring everything from features to documentation, developers report a subtle shift—leaning more on models for implementation, but sometimes at the expense of deep understanding. How do you keep your skills sharp in the age of AI copilots? Share your strategies or struggles!
Title: Top Open-Source & Startup Tools for Solo Devs and Entrepreneurs in 2024 Description: From Notion and Figma to Cal.com and Beehiiv, a new wave of tools are streamlining startup launch cycles, marketing, design, and CRM—often with built-in automation and transparency. If you’re bootstrapping, discover the best picks vetted by founders and why they matter this year.
(Posts with minimal global/applicative value, highly specific internal debugs, or non-impactful “idea validation” have been omitted. Multiple identical posts on Stremio Addon Manager and Event Conflict Finder have been merged for clarity.)
Title: Gemini 3 Outshines GPT-5.1 with Advanced Reasoning and Linguistic Mastery
Description: Early reviews of Google’s Gemini 3 are pouring in—and the hype seems real. Users report it solves tough coding problems faster than GPT-5.1 and demonstrates remarkable knowledge even in obscure languages like Vedic Sanskrit. If you’re into deep reasoning, rare data, or cutting-edge AI, Gemini 3 is quickly becoming the top LLM to watch.
Sources: blog.google | Example user review
Title: RowboatX: Local Open-Source AI Agents for Automated Daily Workflows
Description: Meet RowboatX, a powerful CLI for building AI agents that run entirely offline and automate repetitive tasks using your file system and shell tools. All logs and states are human-readable. Plug in LLMs like Ollama or LM Studio, connect with APIs, and fully control your data. It’s Apache 2.0 and open for community input.
GitHub: https://github.com/rowboatlabs/rowboat
Title: M.I.M.I.R: Free Multi-Agent Orchestration with Drag-and-Drop UI & Local Indexing
Description: M.I.M.I.R lets you visually orchestrate AI agents with an intuitive drag-and-drop interface. Backed by Neo4j for local code intelligence and blazingly fast semantic/vector search, all under your control—no cloud lock-in. MIT-licensed and totally bespoke for your workflow.
GitHub: https://github.com/orneryd/Mimir | Demo video
Title: GummySearch Shutdown? Meet Reddalyze—AI-Powered Reddit Insights Replacement
Description: With GummySearch closing its doors, Reddalyze steps in as a new tool for extracting community-driven, AI-powered insights from Reddit. If you relied on Reddit mining for product research or audience discovery, here’s your next best bet.
Discussion: More info
Title: Indie Dev Launches Inkio—MarkText-Style Markdown Writing, Now with Sync and AI Friendliness
Description: The creator of MarkText is back with Inkio: a sleek desktop Markdown writing app featuring cross-device sync, tag support, and a modern UI built for AI-assisted workflows. If you want a distraction-free writing experience but need more than plain local files, Inkio is looking for your feedback.
Demo info
Title: The Growing Reddit Debate: Is AI Going to Replace, Change, or Create New Jobs?
Description: As AI tools keep advancing, Redditors are fiercely debating the future of work. Will AI wipe out entry-level and creative roles, or simply reshape them? While some see mass job loss, others highlight new AI-driven opportunities, a need for rapid upskilling, and even calls for UBI. For a nuanced view, the conversation is hotter than ever.
Subreddits: r/jobs, r/ArtificialIntelligence, r/Futurology
Title: GoMind AI Teases Launch—Aiming for “Human-like” Productivity on iOS & Android
Description: The team behind GoMind AI is hyping a new productivity companion that promises human-like interaction and persona-driven workflows—landing on App Store and Play Store within days. If you crave smarter digital assistants, watch this space for the full launch reveal.
Website: GoMind AI
Note: Posts about bootstrapping SaaS tools, marketing balance, or community drama were omitted for focus on major AI, LLM, and open-source tool updates relevant to a broad tech audience.