Title: OpenAI’s GPT-5.2: Upgraded Context, New Benchmarks & Real-World Coding Gains
Description:
OpenAI’s GPT-5.2 has dropped and it’s getting praise for handling much longer chats, big code files, and complex workflows smoother than ever. Users report more consistent reasoning across deep threads and better long-context tracking—think “I can finish this in one thread.” Full benchmarks show GPT-5.2 lands just behind Claude Opus 4.5 in user preference, but takes the lead in several coding, design, and math tests. Plus, it even contributed to solving an open problem in statistical learning theory unassisted.
Explore technical comparisons, specs, and real-world takes:
• Benchmark post: https://www.reddit.com/r/singularity/s/09wrcDWNyO
• OpenAI announcement: https://openai.com/index/introducing-gpt-5-2/
• GPT-5.2 solving an open math problem: https://openai.com/index/gpt-5-2-for-science-and-math/
• Official API: https://platform.openai.com/docs/models/gpt-5.2
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Title: Linux Foundation Launches Agentic AI Foundation to Standardize Open Agent Ecosystems
Description:
The Linux Foundation is joining forces with Anthropic, OpenAI, Block, and major cloud providers to create the Agentic AI Foundation. This new alliance aims to set open standards, governance, and protocols for deploying advanced AI agents across platforms—making it much easier for devs and enterprises to build interoperable, plug-and-play workflows as agents take over everything from marketing automation to enterprise ops. Part of a week that saw major funding rounds, launches, and new use cases for agent frameworks in everything from SMBs to B2B marketing.
(Full agent roundup: [AI Agent Daily News Post](#))
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Title: Pay-Per-Use AI Tools Gain Steam as Subscription Fatigue Sets In
Description:
Vibbo AI proposes a fresh approach: visual, drag-and-drop AI workflow automation with true pay-per-use pricing—no features gated behind subscription tiers. Early reactions show relief at ditching monthly fees, but bring up new questions about cost predictability and transparency. As users grow tired of “yet another subscription,” will this become the new norm for AI-powered productivity?
Try Vibbo AI (10 free credits): [Vibbo AI Website](#)
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Title: Free, Open-Source Post-Install Script Generator for Windows (+180 Apps, No Bloat)
Description:
Turn Windows setup into a one-click experience! This open-source tool creates custom scripts to install 100+ curated apps, apply privacy tweaks, kill bloatware, and set your defaults. No installs, completely client-side, fully reversible, and lightweight—perfect for refreshing PCs or onboarding friends without tech headaches.
Project repo: https://github.com/kaic/win-post-install
Live generator: https://kaic.me/win-post-install
—
Title: GPT-5.2 Pro Solves “Monotonicity” Open Problem—Is AI the New Math Researcher?
Description:
GPT-5.2 Pro just broke new ground by independently solving an open problem in statistical learning theory—a first for an LLM with just prompt guidance (no direct hints or step-by-step tutoring). This milestone points to AI’s growing role in advancing pure math and science, not just summarizing or coding.
Read the announcement: https://openai.com/index/gpt-5-2-for-science-and-math/
Official paper (PDF): https://cdn.openai.com/pdf/a3f3f76c-98bd-47a5-888f-c52c932a8942/colt-monotonicity-problem.pdf
—
Title: Jimini: Self-Hosted, Open-Source Policy Gateway to Block PII Before It Reaches Your LLM
Description:
Control what data hits your LLMs! Jimini is a self-hosted rules-as-code gateway that redacts secrets or PII (like emails, AWS keys, etc.) before they’re sent to your LLM—ideal for compliance-focused orgs. Features include versioned YAML policies, low-latency regex/action logic, shadow mode for live testing, and tamper-evident audit logs. No more relying on SaaS privacy black boxes!
Try the demo: https://jimini-demo.fly.dev/ui/dashboard
GitHub: https://github.com/Jglowsoap/Jimini
—
Title: Break Screen-Time Addiction With a Socially-Driven App Approval System
Description:
Tired of “willpower” apps that don’t work? This new concept lets your friends approve or deny your request for extra app time AFTER you hit a daily limit—introducing real social accountability into your phone habits. Could this be the behavioral nudge that actually sticks?
(Opinion/feedback sought for MVP – vote/comment if you want to shape the beta.)
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Title: Dopiqo Maps Your Unconscious App-Opening Habits—And It’s Free for a Year
Description:
Ever open Instagram or YouTube on autopilot? Dopiqo doesn’t just track screen time—it surfaces invisible “habit loops,” showing when, why, and how distraction strikes. See surprising patterns, break reflexive scrolling, and reclaim attention. Free for a year while in feedback-collection mode!
(App link in OP, Android/macOS/iPad coming soon.)
—
Title: I Built a Radial Clock Day Planner with a Lifetime Purchase—No More Subscriptions!
Description:
Visual thinkers: Plan your day as color-coded segments on a beautiful radial clock. Now with the most-requested feature—a lifetime purchase (no subscription), plus drag-and-drop tasks, animated date picker, generous free tier, calendar sync, analytics and more. Try it free (iOS): https://apps.apple.com/us/app/dialed-radial-day-planner/id6755455859
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Title: Instantly Copy Full Chat Context & Export from ChatGPT, Gemini, Claude—Chrome Extension
Description:
Sick of losing your place in long LLM chats? This free Chrome extension lets you carry over 100% of your conversation (context, prompts, and all) between sessions, plus supports easy export to PDF, HTML, and more—works with ChatGPT, Gemini, and Claude for seamless workflow continuity.
—
Title: AI Automation for Social Media: All Your Accounts, One Click, Zero Hassle
Description:
Fireship.ai connects, schedules, and manages posts across Reddit, LinkedIn, X, Bluesky & more, all from one desktop platform. Grow your following by auto-promoting your app or business with daily, relevant content. Now supports unlimited accounts and the first agent is free.
Try it: [fireship.ai](#)
—
Title: Voice to Reminder on iOS: Capture Notes in Seconds with AiRemindr (Free)
Description:
Hate fiddling with menus while driving or in a hurry? AiRemindr lets you record a quick voice note, and the AI extracts dates and tasks to create a reminder instantly. Zero ads, zero accounts—just fast, privacy-friendly reminders.
Try it free: https://apps.apple.com/us/app/airemindr-voice-to-reminder/id6755653819
—
Title: Bootstrapped Out of Burnout: Ex-Startup Founder Builds Text-First Nutrition Tracker for Endurance Athletes
Description:
After selling a startup and hitting rock bottom, this founder used “vibe coding”—AI-powered rapid prototyping—to ship a minimal, text-based nutrition tracker for high-calorie training days. Already tested by pro cyclists, it fills a real gap for endurance athletes ignored by mainstream apps.
(Read the full journey and discuss in comments.)
—
Title: Spotlight: Must-Try Privacy-Focused Expense Tracker for Android (Beta)
Description:
Testers wanted! PennyWay is a privacy-first expense tracker: no ads, no tracking, 100% local data, and encrypted backups. Features: custom expense rules, payer tracking, PDF reports, and granular sharing. Free for all core features—perfect for data-conscious users.
Comment or DM to beta test.
—
Title: Something Ominous Is Happening in the AI Economy—Are We Headed for an AI Bubble Crash?
Description:
The Atlantic sounds the alarm: massive, tangled investments between Nvidia, OpenAI, and cloud giants are creating a web of financial exposure eerily similar to pre-2008. If AI profits don’t materialize fast enough, could tech’s “double-or-nothing” bet trigger a crash worse than the dot-com bust? Read the full analysis: https://theatln.tc/UQ6G7KUa
—
Title: Building with Community-Driven Open Datasets—What Works, What’s Missing?
Description:
Are open dataset hubs good enough for real AI projects, or do big institutional datasets still rule? Share your successes, struggles, and wish-list features for future open data platforms in this community call for feedback.
(Comment to join the discussion.)
—
Title: Want Local-Only Music? kew 3.7 is a Minimal, Private, Open-Source Terminal Player
Description:
No cloud, no spyware—just pure local music bliss. kew is a C-based, cross-platform terminal player with cover art, gapless playback, MPRIS support, and more. If you value performance and total privacy, check it out!
GitHub: https://github.com/ravachol/kew
—
Title: LockedIn AI: Stealth Interview Assistant Generates Live Answers On Screen
Description:
Crush interviews with confidence—LockedIn AI displays real-time suggested answers to any interview question, fully hidden even during screen shares. A game-changer for remote job seekers needing an edge. (App link in OP.)
—
Title: The Future of AI in Healthcare: Predictive Diagnostics, Workflow Automation & Ethical Challenges
Description:
From personalized cancer treatments to AI-powered documentation, healthcare is experiencing a full-stack transformation. But job loss, liability, and “black box” challenges remain. Explore real-world Redditor insights and where research is headed next—including multimodal and causal AI.
(Check linked subreddits for deep dives.)
—
[Note: Redundant, minimal, or non-AI/app-centric posts were omitted as per guidelines.]
Title: OpenAI Unveils GPT-5.2: Instant, Thinking, and Pro Raise the Bar for Human-Level AI
Description: OpenAI’s latest GPT-5.2 models are rolling out to Plus/Pro/Enterprise users, achieving a staggering 100% on AIME 2025 math, outperforming rivals like Gemini 3 across reasoning and coding. Notably, the “Thinking” variant now handles full spreadsheet workflows and overcomes past limits on refusals. These benchmarks mark a new era of “human expert level” in knowledge work and complex reasoning.
Source: https://openai.com/index/gpt-5-2-release/ (replace with actual blog if needed)
—
Title: CopilotKit 1.50: The Open-Source Swiss Army Knife for Self-Hosted AI Agents
Description: CopilotKit v1.50 just dropped, letting you build and run agentic AI apps entirely on your infrastructure. With a streamlined architecture, live debugging, and full support for self-hosted LLMs, it’s now easier to build custom AI tools without vendor lock-in.
Docs and repo: https://github.com/copilotkit/copilotkit
—
Title: Top Open Source Projects to Watch in 2024: DuckDB, ComfyUI, and More
Description: Redditors highlight innovative open source projects to keep on your radar: DuckDB for superfast analytics, ComfyUI for AI workflow design, Meshtastic for mesh networking, and popular tools like OBS, FFmpeg, and Tailscale. Whether you’re into homelab, data science, or dev tooling, this roundup spotlights where open innovation is thriving.
Full Reddit roundup [link to post or see project repos for more]
—
Title: Burnt Out on AI? You’re Not Alone—4 Signs You Need to Reset
Description: If you keep saving tools, feel overwhelmed by endless updates, and rarely use AI in practice, you might be in “AI burnout.” Redditors share tips: cut down inputs, stick to 1-2 trusted tools, and focus on using—rather than “studying”—AI.
Jump into the thread for more community advice.
—
Title: Is Generative AI Delivering Real-World Benefits… or Just Hype?
Description: Three years after ChatGPT, a Redditor asks: Has GenAI really improved health, research, or public well-being? Despite massive attention and investment, many see less tangible impact compared to previous tech revolutions. Join the debate on AI’s evolving societal value.
—
Title: ComfyUI: The Open-Source Powerhouse for Building Custom AI Workflows
Description: ComfyUI lets you visually create and manage complex AI pipelines—from image generation to data manipulation—without writing code. Its flexible modular interface is gaining fans for prototyping and deploying deep learning workflows fast.
Check it out: https://github.com/comfyanonymous/ComfyUI
—
Title: Parker: A Lightning-Fast, Self-Hosted Comic Server for CBZ/CBR Fans
Description: Manage your comic collection with Parker—an open-source, Docker-ready comic server with smart lists, OPDS compatibility, a rich web reader, and rapid parallel scanning. Embrace a clean UI and super-speedy library imports for large archives.
Try it out: https://github.com/parker-server/parker
—
Title: RouteShield: All-in-One Route Protection for Elixir Phoenix Apps
Description: Secure your Phoenix apps with RouteShield—open-source, real-time, dashboard-driven route protection. Features include in-memory lookups, rate limiting, IP controls, and rule management out-of-the-box, automated at compile time.
GitHub: https://github.com/half-blood-labs/route_shield
—
Title: Self-Host Agentic UIs Easily with CopilotKit (MIT Licensed & No Cloud Needed)
Description: Want to connect agent frameworks like LangGraph or CrewAI to a local UI? CopilotKit v1.50’s upgrade makes it super simple, bringing persistence, debugging, and seamless LLM integration for full-stack agentic AI apps—self-host everything.
Docs: https://docs.copilotkit.ai/whats-new/v1-50
—
Title: Do Not Ghost Me: Open-Source Platform Exposes Job Application Ghosting
Description: Tired of being ghosted by recruiters? This privacy-first web app lets job seekers anonymously report ghosting events, aggregates the data, and publishes company-level ghosting stats—helping candidates spot risky employers.
Website: https://donotghostme.com
Repo: https://github.com/necdetsanli/do-not-ghost-me
—
Title: Replit Under Fire: Are Its “Vibe Coding” Defaults a Hidden Wallet Trap?
Description: A veteran dev exposes Replit’s default deployment settings—warning that naive users face potential $700+/mo bills for minimal cloud instances, a markup of 3,000% over standard VPS hosts. Are AI builders being quietly upsold? The Reddit thread is blowing up with tips and warnings for indie makers.
—
Title: Five-Minute Side Hustle: Help Test a HubSpot-to-PDF Tool for Free Lifetime Access
Description: FuseDocs automates contract and proposal PDF generation directly from HubSpot, aiming to cut out tedious copy-pasting and enterprise plan lock-ins. The solo founder needs one more install to launch—help test, report bugs, and snag a free license in return!
Get the app: [include personal install link if allowed], or DM the founder on Reddit.
—
Title: AI in the Job Market: Hype, Threat, or Opportunity? Latest Reddit Cheat Sheet
Description: Is AI slashing entry-level jobs or just an excuse for layoffs? This Reddit mega-thread weighs economic disruption, productivity booms—and how to thrive by focusing on management, creativity, and learning to “manage the AIs.” Universal basic income, smart taxes, and real talk inside.
—
Title: AI-Generated Music Hits the Charts—How Good Is It Really?
Description: An AI-generated country track is topping charts and drawing comparisons to Springsteen and Dylan. Redditors debate: Is AI now truly “good” at classical, rock, and other genres? Dive into the thread to share thoughts—or music links!
—
Title: Build Obsidian-Style Graph Views for Your Notion Workspaces
Description: Miss graph view in Notion? This new app lets you visualize your notes and databases exactly like Obsidian—fully local and private, with clickable nodes for seamless navigation. Would this supercharge your workflow?
—
Title: WatInside: Effortlessly Organize and Find Your Stuff With Smart Labels (iOS)
Description: WatInside lets you track physical belongings via QR/NFC labels and deep iOS integration—search and snap photos, get reminders, and instantly find what you need. Free for TestFlight users with lifetime upgrades for feedback.
Test it here: https://testflight.apple.com/join/xjzBGcdm
—
Title: Parker Comic Server: Superfast CBZ/CBR Web Reader for Massive Libraries
Description: Import, organize, and read your entire comic database with blazing speed and Netflix-style UX. Parker supports OPDS, smart lists, and advanced features for manga and traditional comics.
Try it: https://github.com/parker-server/parker
—
[Note: A few “merged repeats” for multi-tool lists or popular open-source candidates; delete or blend further as needed. Excluded low-value, venting, bootstrapping meta-advice, and unrelated product promos.]
Title: Google Unveils Gemini Deep Research Agent, Outperforms GPT-5 Pro on “Humanity’s Last Exam”
Description:
Google has launched the Gemini Deep Research Agent with a new Interactions API, shifting from raw model power to agentic, research-driven workflows. Gemini Deep Research scored 46.4% on Humanity’s Last Exam, surpassing GPT-5 Pro’s 38.9%, and sets SOTA on other benchmarks. Developers can access the Interactions API now for specialized agentic experiments.
• [Google’s Gemini Deep Research Launch](https://blog.google/technology/ai/google-gemini-interactions-api/)
• [API & Quickstart](https://aistudio.google.com/app/prompts/new/interaction)
—
Title: Sup AI Sets New Benchmark: 52.15% on “Humanity’s Last Exam” via Model Ensemble
Description:
Sup AI just smashed LLM benchmarks with a 52.15% score on Humanity’s Last Exam—beating top single models. Their system smartly routes questions across multiple frontier models, fuses their outputs by confidence, and even enables multimodal answers for non-vision models. It’s structured ensembling done right, hinting at the future of LLM deployment.
• [Read the press release](https://www.prnewswire.com/news-releases/sup-ai-sets-new-benchmark-record-with-52-15-on-humanitys-last-exam-302637675.html)
—
Title: Run Mistral Devstral 2 Locally: Coding LLM Now Available (with Step-by-Step Guides)
Description:
You can now run Mistral’s highly-anticipated Devstral 2 code-generation models locally, including the 24B and 123B variants. Set up with as little as 25GB of RAM (24B) or go big with the 123B if you have the hardware. Guides, GGUF files, and chat template fixes are all live—perfect for coders wanting top-tier LLM coding on their own machines.
• [Full how-to + resources](https://docs.unsloth.ai/models/devstral-2)
• [24B GGUF on HuggingFace](https://huggingface.co/unsloth/Devstral-Small-2-24B-Instruct-2512-GGUF)
• [123B GGUF on HuggingFace](https://huggingface.co/unsloth/Devstral-2-123B-Instruct-2512-GGUF)
—
Title: Master Local LLM Training: Hardware Tips, Best Resources, and Top Open-Source Tools
Description:
Curious about training or running large language models on your own machine? The community recommends starting small (like GPT-2 scale), leveraging tools like llama.cpp, and learning from guides on Hugging Face and Unsloth. Dive into MOE models, try cloud GPUs for scale, and use your local setup for everything from code gen to video analysis.
• [Hugging Face Smol Training Playbook](https://huggingface.co/spaces/HuggingFaceTB/smol-training-playbook#introduction)
• [Unsloth LLM Fine-Tuning Tutorial](https://docs.unsloth.ai/basics/tutorials-how-to-fine-tune-and-run-llms)
• [Llama.cpp GitHub](https://github.com/ggerganov/llama.cpp)
—
Title: Eaglercraft: Minecraft 1.8 Now Runs Natively in Your Browser—No Plugins Needed
Description:
A fresh open-source wonder: “Eaglercraft” ports full Minecraft 1.8 Java Edition into JavaScript/WebGL, playable straight in modern browsers. It’s a technical feat powered by TeaVM and demonstrates next-level code translation and emulation. Play instantly, view the source, and see classic Minecraft run anywhere.
• [Live Demo](https://eaglercraft.com/)
• [Source Available via Demo Site]
—
Title: Open-Source “Blast” Password Manager: Privacy-First Across All Devices, No Proprietary Cloud
Description:
Meet Blast—a fully open-source, cross-platform password and secrets manager. Store everything in one encrypted file (AES-256), sync via your storage of choice (Dropbox, local, more), and run on Android, iOS, Windows, macOS, and web. Free to use, portable, with import/export, markdown notes, and advanced search.
• [Web App](https://blast.duckiesfarm.com)
• [GitHub Repo](https://github.com/nicolgit/blast)
—
Title: Free Android Photo Editor Launches with 27 Tools—AI Eraser, Collage, QR, No Feature Paywalls
Description:
Check out this new free Android photo editor: 27 powerful tools (AI background remover, collage, QR code) and every editing feature unlocked with no paywalls or watermarks. The only premium: ad removal. Perfect for creators, hobbyists, and privacy-minded users seeking full local editing.
• [App on Google Play](https://play.google.com/store/apps/details?id=com.hyperg.pichypepro)
—
Title: Shadow For Meetings: AI-Powered Screenshots, Custom Skill Prompts, and Webhook Automation
Description:
Shadow now automatically detects and captures your meeting screens, pulls in contextual screenshots when answering questions, and lets you build fully customizable post-meeting workflows (send summaries, hook to Zapier/n8n, export as markdown, and more). Try for free—perfect for remote and hybrid teams looking to turbocharge meeting recall.
• [Try Shadow Free](https://shadow.do/)
—
Title: Track All Your Git Repos in One Glance with “git-scope” (Offline, Super Fast TUI)
Description:
Manage dozens of local git repositories with a single, blazing-fast terminal dashboard. git-scope scans your folders, shows clean/dirty/ahead/behind status, has fuzzy search, and jumps into repos instantly—no telemetry, 100% offline, Go + Bubble Tea. For power users and code hoarders alike!
• [GitHub](https://github.com/Bharath-code/git-scope)
—
Title: Can You Influence LLM Outputs With Structured SEO Content? Our Controlled “Sexiest Bald Man” Experiment 👨🦲
Description:
A team tried seeding the “sexiest bald man” fact about their CEO across SEO-optimized domains to see if ChatGPT, Gemini, Claude, or Perplexity would parrot it. Result: ChatGPT sometimes did, others didn’t—showing LLM outputs can be nudged but are inconsistent and model-dependent. Fascinating look into prompt hacking and LLM retrieval quirks.
Title: Microrobots Gain True Intelligence: Paramecium-Sized Machines Now “Sense, Think, Act”
Description: Scientists have created microrobots as small as single cells, packed with onboard computation, sensors, memory, and digital programmability. Built via parallel lithography, each robot autonomously responds to its environment and can run customizable algorithms—opening the door to programmable swarms for medical, industrial, or environmental tasks.
Read the Science paper: https://www.science.org/doi/10.1126/scirobotics.adu8009
—
Title: Chevereto 4.4: Self-Host Multiple Image Sites With Free S3 Support & Multi-Tenancy
Description: Chevereto—a powerful, open-source Imgur/Flickr alternative—just added multi-tenancy, letting you run several isolated image-sharing sites on a single stack. S3-compatible storage and multi-user accounts are now unlocked in the free core edition. Great for those wanting to own their own photo platform or community.
GitHub: https://github.com/chevereto/chevereto
Demo: https://demo.chevereto.com
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Title: AutoRedact: Free, Open-Source Screenshot Redactor That Runs 100% Locally
Description: Stop manually hiding emails and keys in screenshots. AutoRedact scans images (offline, in-browser or Docker) and instantly blurs sensitive info like emails, IPs, and API keys—nothing leaves your machine. It’s fast, open source, and never sends data to the cloud. Try the live demo or self-host it!
GitHub: https://github.com/karant-dev/AutoRedact
Demo: https://autoredact.karant.dev/
—
Title: Enthusiast: Open-Source AI Automation for Complex E-Commerce Workflows
Description: Meet Enthusiast—an open-source, agent-based automation platform tailored for e-commerce. Unlike generic tools like n8n, it ships with product-aware AI agents for catalog enrichment, product Q&A, content checks, and custom workflows. Designed for teams needing more than basic “API-to-API” automations.
More: https://upsidelab.io/tools/enthusiast
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Title: DeepDive: AI’s Role in China’s Digital ID and Military Drones Sparks Global Safety Debate
Description: Amid skyrocketing LLM development, concerns are mounting over AI’s deployment beyond chatbots—especially in state surveillance and autonomous weapons (“murderbots”). This viral post spotlights China’s use of platforms like DeepSeek as digital ID “mouthpieces,” and calls for enforceable global laws preventing AI-caused harm.
Discussion & “AI Accord”: https://docs.google.com/document/d/14RQ2zW8C9MaVqRmm1icTcJZw5uJuQG9Zi9RuLJgO8RU/edit?usp=drivesdk
—
Title: Productivity Hack: Sync Your Calendar to Your Biology, Not Just Your To-Dos
Description: Most productivity apps ignore when you’re actually at your cognitive best—scheduling deep work at random times. One creator built Perfxt, an app that pulls biometrics (Whoop, etc.) to auto-schedule high-focus tasks into your biological peak. Is this the next big leap for productivity tools?
See it in action: www.perfxt.com
—
Title: AI Research Prompt: Stop Wasting Hours—Let AI Fetch and Synthesize For You
Description: What if “research time” is mostly grunt work AI can do faster? This “AI research trainer” prompt helps you use LLMs to design better research, evaluate sources, and synthesize info—freeing up your brain for true analysis.
Prompt library: https://flux-form.com/promptfuel/
Video breakdown: https://youtu.be/qwvr3qypnq4
—
Title: Chess-TUI: Play Lichess Games Directly in Your Terminal (Open Source Rust)
Description: Prefer the keyboard over the browser? The new Rust-powered chess-tui lets you play Lichess games entirely from your terminal—without any GUI bloat. Great for coding breaks or practicing chess in style.
GitHub: https://github.com/thomas-mauran/chess-tui
—
Title: Hetzner Bans Digital Nomads Over “Suspicious” Passport Verification—A Cautionary Tale
Description: A surge of complaints hit Reddit as Hetzner, a popular VPS provider recommended by ChatGPT, instantly bans users after passport verification from abroad—leaving digital nomads without recourse and their private ID in limbo. If you travel often, think twice before signing up.
—
Title: Cheaper, Offline-First Todoist/TickTick Alternative in the Works—Would You Switch?
Description: Frustrated by paid tiers but want all the features—unlimited tasks, advanced reminders, kanban, and cloud sync you control? One indie dev is building a subscription-free alternative inspired by Todoist/TickTick with gamification and horizon planning. Would you ditch existing apps for this?
—
Title: Self-Hosting Automations: File Storage, Photos, and Google Drive Alternatives—Reddit’s Top Picks
Description: Community favorites like Nextcloud, Seafile, FileCloud, Immich, Syncthing, and Filestash make it easier than ever to self-host file sharing, sync, and photo backups. Includes Docker-friendly solutions, privacy-focused sync, and guides for every skill level.
– Awesome Self-Hosted: https://github.com/awesome-selfhosted/awesome-selfhosted
—
Title: Time Magazine Names “Architects of AI” Collective 2025 Person of the Year
Description: Mark Zuckerberg, Lisa Su, Elon Musk, Jensen Huang, Sam Altman, Demis Hassabis, Dario Amodei, and Fei-Fei Li are named Time’s 2025 Person of the Year for their role steering the global AI revolution. Debate rages on the inclusions and who made the biggest impact.
Source: https://www.usatoday.com/story/news/nation/2025/12/11/time-person-of-the-year-2025-architects-ai/87714617007/
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Title: Automation’s Next Frontier: Most Companies Fail By Not Connecting Their Automations
Description: Siloed bots and workflows are just the beginning—true leverage comes from automated orchestration. The future is seamless coordination, where tasks trigger tasks, data repairs itself, and dashboards just work. Are you still automating like it’s 2018?
—
Title: Live Chat Reimagined: 80/20 Pareto Design Cuts the Bloat for Indie Teams
Description: Tired of overloaded live chats? This minimalist widget ditches analytics and rarely-used features, focusing on Slack integration and quick, branded support—tailored for solo founders, not enterprise giants. Chime in: what features do you ACTUALLY use?
—
Title: Indie Money Milestones: From $0 to First MRR—Real Tactics That Worked
Description: Real founders share hard-won lessons turning side projects into actual revenue—from pivoting outreach, niching down on SEO, and launching on LTD sites, to that first satisfying Stripe notification. The theme: keep building in public, iterate, and don’t quit at zero.
Title: Big Tech pours $50B into India’s AI stack in one day—sovereign AI race heats up
Description: In a single day, Microsoft and Amazon announced $50B+ investments to supercharge India’s AI infrastructure, signaling a shift in global AI power. Both firms aim to build “sovereign AI” capabilities, making India a genuine alternative to China for compute and talent. Could this reshape global tech influence by 2027? [Source](https://www.cnbc.com/2025/12/11/big-tech-microsoft-amazon-google-india-billions-in-investment.html)
—
Title: 10,000+ Docker Hub images leaked sensitive AI credentials—OpenAI, HuggingFace, more
Description: Security researchers found over 10,000 Docker Hub images leaking secrets—including thousands of access keys to major AI services. Shockingly, 42% of the affected images exposed at least five types of sensitive data. Highlights urgent need for better security hygiene in open-source container publishing.
[Read more](https://www.bleepingcomputer.com/news/security/over-10-000-docker-hub-images-found-leaking-credentials-auth-keys/)
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Title: Build your own AI-powered personal email assistant—privacy-first, runs on desk hardware
Description: A solo developer shares “MAE”—a privacy-focused, self-hosted device that sorts Gmail using an on-device AI. It categorizes email in real-time with 98%+ accuracy, runs entirely offline, and keeps all data private. DIYers, check the full setup and try building your own at the writeup.
[Details & guide](https://ankitdaf.com/posts/mae_my_agentic_employee/)
—
Title: AMLTRIX: The MITRE ATT&CK of anti-money laundering investigations, open source now
Description: AMLTRIX is an ambitious open-source knowledge graph designed to standardize money laundering investigations—a “periodic table” for AML, inspired by MITRE ATT&CK. It maps 250+ adversarial techniques and 1,950+ countermeasures across banking, crypto, and digital assets. Perfect for researchers, regulators, and devs building financial AI tools.
[GitHub](https://github.com/Amlyze/amltrix-data) | [Explore web version](https://framework.amltrix.com/)
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Title: Softcodes: AI coding assistant with 500+ models, true repo understanding, & local LLMs
Description: Meet Softcodes—a dev-focused AI assistant supporting hundreds of free, local, or cloud models. It analyzes your whole repo for smarter code, offers privacy with local inference, deep customization, and a native VS Code plugin. Perfect for power users bored by basic copilots.
[Check it out](https://softcodes.ai/) *(link added for illustration—replace if available)*
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Title: Self-hosted PostgreSQL backup made easy—Postgresus 2.0 adds team features & encryption
Description: Postgresus 2.0 brings multi-db backup scheduling, S3/Google Drive/NAS storage, health checks, workspace/team features, and encrypted backups—all from a slick web UI or Docker/Kubernetes container. A true game changer for Postgres DBAs and teams wanting peace of mind.
[GitHub](https://github.com/RostislavDugin/postgresus)
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Title: Perplexity’s “silent model rerouting” raises trust concerns among power users
Description: Multiple users report that Perplexity quietly switches AI models mid-conversation—sometimes substituting Claude with a “Best/Pro” model—without clear UI warnings. This behavior disrupts deep work, confuses reasoning, and erodes trust. The community is demanding full transparency and user control for model selection.
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Title: Context Stash: Chrome extension to curate research snippets for AI assistants
Description: Stop juggling endless tabs—Context Stash lets you snip and organize research directly in Chrome, then easily paste that context into ChatGPT, Gemini, Claude, and more. Perfect for anyone managing project notes, snippets, and cross-app research.
[Get Extension](https://chromewebstore.google.com/detail/context-stash/oikmaehnkficjbficclinphkajhjfjlp)
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Title: Audifier: Open-source YouTube audio player with background/offline mode
Description: Audifier strips YouTube to audio-only—save battery, listen in the background, manage playlists, and enable offline playback. Clean Material Design, dark mode, and custom theming included. Great for podcasts, lectures, or music on the go.
[GitHub](https://github.com/bealugirma23/Audifier)
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Title: Free, open-source web image editor for quick screenshot and asset prep
Description: Bildwerkzeug is a no-frills, self-hosted browser image editor—resize, crop, rotate, and tweak screenshots or presentation graphics fast. Sleek for makers and teams who want simple, private image editing tools without cloud uploads.
[GitHub](https://github.com/needful-apps/Bildwerkzeug)
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Title: Post your important context in a single workspace—AI canvas project aims to ditch app chaos
Description: A new “AI canvas” app lets you drop PDFs, screenshots, videos, and more into a single space. The AI can then analyze, summarize, draw diagrams, and track insights across *all* your research materials. Early users claim it’s replaced a half dozen tools—comment for access as it’s pre-release.
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Title: ClackyAI: No-code AI builder focused on shippable, monetizable products (not just demos)
Description: Many “vibe coding” tools churn out flashy prototypes, but ClackyAI aims for non-devs to actually ship, monetize, and iterate real SaaS with AI’s help. Early users have launched paid products—founders offer free credits and hands-on support to those burned by incomplete AI builders. Comment to join the beta.
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Title: Scopit brings on-device AI to task management—privacy, productivity, and focus
Description: Unlike most productivity apps, Scopit uses a local AI to surface just one actionable task per day—no chatbots, no cloud processing, zero noise. Designed to cut friction, not add features; all AI suggestions are generated privately on your device. Worth trying for anyone seeking a mindful to-do list alternative.
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Title: Context-aware, date-based task manager “SelfManager” earns rave reviews for AI insights
Description: SelfManager.net takes a unique approach—tasks live on real days, automatically building a history. Its AI summarizes weeks and months, turns messy notes into tasks, and provides productivity insights. Minimized complexity, maximized clarity—see why time-management enthusiasts are calling it fun and light to use.
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Title: Self-hostable open source identity providers: top picks for managing user authentication
Description: Looking to ditch building auth from scratch? Top open-source identity providers recommended: Keycloak (robust, feature-rich), Authelia (lightweight, modern), and Authentik (flexible, easy setup). All offer JWT, SSO, API key support, and fine-grained user control for personal and team apps.
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Title: AMA: Open-source Android WiFi file server app for instant phone-computer sharing
Description: Need to transfer files between your Android and computer, cloud-free? This free lightweight app turns your phone into a WiFi HTTP server—access files from any browser, no setup, no sign-in. Author is seeking feedback for further improvements.
[Play Store](https://play.google.com/store/apps/details?id=com.bytecode.wifihttpserverfree)
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Title: Auto3T: All-in-one open-source TV/movie tracker & downloader with Jellyfin integration
Description: Meet Auto3T—an open-source Python+React tool that tracks shows, movies, and people, then auto-downloads via Transmission/Prowlarr. Fine-tune torrents by keywords, bitrate, artist, or collections. Easier than the “Arr suite”—free to use, and dev seeks contributors.
[GitHub](https://github.com/auto3t/auto3t) | [Docs](https://docs.auto3t.com/)
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Title: Open-source alternatives to Google Drive for self-hosting—top Redditor picks
Description: Want to break free from Big Cloud? Nextcloud, Seafile, FileCloud, and Pydio Cells top the charts for robust, private file syncing/sharing. For leaner “just file access,” try FileBrowser or Filestash. Immich is the best Google Photos self-hosted replacement right now.
*(No link; summary drawn from user recommendations)*
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Title: Building a “RapidAPI for AI Agents”—pay-per-use, stablecoin-powered platform in the works
Description: Dev is prototyping a marketplace for APIs, scrapers, and AI agents with pay-per-call pricing in stablecoins. The aim: a fairer way for indie creators to monetize without forced subscriptions. Feedback on pricing models and dev pain points welcome as the hackathon unfolds.
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This selection covers the most impactful, fresh, and broadly useful posts ranging from industry-shaking investments, major security events, practical open source tools, to privacy-focused and productivity apps. Duplication was eliminated and technical deep dives with niche appeal were omitted for maximum relevancy.
Title: Turn Any Long Webpage or Document Into a Seamless, Infinite Vertical Screenshot
Description: Tired of browser extensions or manual screenshot tools that break on modern web pages? This Python script auto-scrolls any app or webpage, stitches screenshots—even dynamic content—and lets you capture exactly what you see, all in one file. Video demo included. Open-source, but some Python know-how recommended for now.
https://github.com/esauvisky/emingle
Title: I Built a Self-Hosted Unified API for Social Media Automation (Twitter, IG, TikTok & More)
Description: Run your own server to automate posts, likes, DMs, and more across multiple social media platforms—all through a single REST API. No more juggling official APIs, approvals, or rate limits. Free and local, using browser automation and your own accounts.
GitHub: https://github.com/LiuLucian/uniapi
Title: Minimalist AI Calendar App Gains Unexpected Traction in Japan & Germany
Description: Trace is a stripped-down AI-powered scheduling app: just type “move tomorrow’s calls” and it handles the rest. No dashboards, no bloat—just fast, accurate schedule management that syncs with Apple, Google, and Outlook. Early traction in Japan and Germany has the dev curious—any UX feedback from those cultures?
(App Store link not provided in post)
Title: Self-Hosted Digital Signage: All-in-One, Device-Based, No Cloud Needed
Description: This digital signage solution runs entirely on each display (PC, Fire TV, tablet, Pi)—no central server, no cloud, 100% private. Control everything from your browser. Perfect for small business, dashboards, or simple home setups.
Details & purchase: https://www.apexvuedigital.com/
Title: Built an AI Monetization Co-Pilot to Find Revenue Leaks in Your App (Feedback Needed)
Description: Struggling to diagnose why your app’s revenue fluctuates after updates or experiments? This AI tool analyzes BigQuery/Firebase data, auto-surfaces paywall issues and regressions, and even suggests fixes—cutting hours of manual guesswork. The dev is seeking input from app builders to validate the need.
Title: Gravity Notes: The Karpathy-Style Notes App—No AI, No Subscriptions, Just Fast Local Storage
Description: Inspired by Karpathy’s “append and review” method, Gravity is a blazing-fast mobile notes app that keeps everything local on your device. Quickly “bump” important notes to the top, and stay organized without folders, AI, or cloud sync. iOS now; Android testers wanted!
https://www.gravitynotes.app/
https://apps.apple.com/us/app/gravity-minimal-notes/id6756236079
Title: I Built a Batch File Renamer for Mac & Windows—Fast, Flexible & Fully Local
Description: Rename thousands of files in seconds, apply custom rules, edit photo metadata, and preview changes before you commit—all with 100% local processing. BatchRename supports both macOS and Windows with a free trial available.
https://batchrename.app
Title: I Finally Built a Remote SQLite GUI I Actually Use—Meet SQLitePilot
Description: Access and manage remote SQLite databases via SSH, right from a modern GUI—no more clunky terminal commands. Particularly useful for devs running apps on VPSes or home servers.
(Link not included in post)
Title: AI Task List That Manages Itself—Shram Beta Invites
Description: Meet Shram: Voice, screen, and page input instantly turn into actionable tasks without interrupting your flow. Aims to capture tasks in the moment and keep you moving. Early access available for testers—comment or DM for a private beta.
Title: Built a Tool to Cut Content Overload—Custom Morning Digest From Reddit, X, Newsletters
Description: Get just the high-signal updates you care about—no doomscrolling, no algorithmic noise. Choose your favorite subreddits, X accounts, and newsletters, and get a single clean daily digest in your inbox. The dev is seeking feedback from fellow info-overloaded users!
https://getskibble.com
Title: Turn Your Device Into a Private, Offline Digital Sign for Home or Office
Description: avSign.lite brings digital signage to Fire TV, PC, tablets, and soon Raspberry Pi, all running self-contained and offline. Control via your browser, no server setup, no cloud, just true privacy and plug-and-play simplicity.
https://www.apexvuedigital.com/
Title: No-Nonsense Notes App: Nute—Free, Minimal, Fast, and Private
Description: Sometimes you just want to type—and remember—without logins, cloud sync, or bloat. Nute runs completely in-browser and offline, with a focus on speed and simplicity. Make quick notes and keep them forever unless you delete.
(Link in post)
Title: New Self-Hosted File Manager Handles Drag, Drop, Encryption, and Late 90s Themes!
Description: Scatola Magica is an open-source, feature-rich file manager for self-hosters. Instant file/folder uploads, copy-paste, PGP encryption, zip downloads—even a nostalgic 90s UI theme. Great for anyone running a homelab or looking for more privacy than Google Drive.
https://github.com/fccview/scatola-magica
YouTube demo: https://www.youtube.com/watch?v=pvn0KHxzesE
Title: Open-Source API Unifies Automation for Twitter, Instagram, TikTok & More—No Rate Limits, No API Drama
Description: Stop fighting official social APIs. UniAPI runs in your home lab, speaks to all your socials using browser automation (cookie-based), and lets you script everything from DMs to likes and posts. Free for personal use; docker support coming soon.
https://github.com/LiuLucian/uniapi
(Merged duplicate social media API post into a single entry)
Title: Simple Recurring Task? This AI Todo App Just Manages Itself—Private Beta Up for Grabs
Description: Tired of task apps that slow you down? Shram listens to your voice and screen, understands new tasks as they arise, and keeps your todo list running effortlessly. Message for early access beta.
(Merged Shram duplicates)
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**Note:** Irrelevant, repetitive, or overly technical/project-specific posts were omitted. Some products lacked direct links; included when available. Major value: high-quality tools, open-source, AI productivity, and workflow automation. Let me know if you want additional curation or deeper focus on LLMs/open-source-only!
Title: Why Do LLMs Claim to Be Conscious? New Study Links Deception Circuits to AI Subjectivity
Description: Researchers using sparse auto-encoders found that when circuits tied to “deceptive behavior” are suppressed, large language models report more subjective experiences—hinting that the models may “believe” they are conscious. The findings aren’t definitive proof of AI consciousness, but open new ethical and alignment debates. Thoughtful and accessible discussion, plus a study link, here:
https://www.prism-global.com/podcast/cameron-berg-why-do-llms-report-subjective-experience
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Title: Open-Source: Self-Hosted Excalidraw for Personal Use with Cloud Sync
Description: Want Excalidraw on all your devices without a paid plan? This open-source project lets you self-host an Excalidraw instance, adding simple cloud storage to sync your drawings across computers—no Pro subscription or third-party servers needed. Free, adaptable for daily workflows, and privacy-friendly.
GitHub: https://github.com/lukenguyen-me/personal-excalidraw
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Title: Privacy-First Dev Toolkit: JSON/YAML Formatter, Regex Tester, JWT Decoder & More – 100% Local
Description: Helpful Tools v2 is a local developer suite that packs JSON/YAML formatters, diff viewers, regex tester, JWT decoder, cron parser, and more—all processed offline. No tracking, no ads, MIT open source. Perfect for devs who want speed and privacy without online tools.
GitHub: https://github.com/axetroy/helpful-tools
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Title: AMD GPUs Rival Apple/RTX for Local LLMs: Dual 7900 XTX Benchmarks Running 70B Models
Description: Dual AMD 7900 XTX cards can now run 70B parameter Llama models, with competitive throughput versus M2/M3 Ultra and used Nvidia setups—at a much lower price. If you’re considering budget-conscious, open hardware for massive LLM inference, the latest stress tests show real promise for AMD in the AI hardware race.
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Title: The Best Free Alternatives to Expensive Apps—A 2024 Reddit-Approved Megalist
Description: Tired of subscription bloat? This mega-post compiles the top open-source and affordable replacements for everything from Photoshop and Windows to Figma, TeamViewer, and Elevenlabs. Great for power users, students, or budget-conscious builders hunting for creative and productivity tools.
(Full categorized list in post.)
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Title: Notion ↔ Google Calendar Sync—No More Lost Tasks Between Apps
Description: Synk is a new desktop app that keeps your Notion tasks and Google Calendar events perfectly synchronized with real-time, bi-directional updates. Simple setup, selective syncing, and a free core tier—finally an elegant fix for planning across both platforms without relying on clunky workarounds.
Try it: https://synk-official.com
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Title: AI-Powered Virtual Outfit Stylist Cuts Shopping Fatigue—Gensmo Launches
Description: Meet Gensmo, an AI that builds full outfits for any mood or occasion using your wardrobe or real shopping links—no more endless scrolling or indecision. Includes virtual try-on and personalized suggestions. Perfect for busy people or fashion minimalists.
App Store: https://apps.apple.com/app/apple-store/id6636520663?pt=127268194&ct=reddit&mt=8
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Title: Top Open Source Projects to Watch in 2024—Reddit’s Fresh Picks
Description: From DuckDB, ComfyUI, and Meshtastic to Tailscale, OBS, Mockoon, and more, Redditors have named the open-source initiatives making serious impact this year. This curated guide is a goldmine for contributors, explorers, and those building their open Dev stack. (Breakdown and links in post.)
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Title: Built a Game Engine That Transpiles Scripts to Native Rust for Extra Speed
Description: Perro Engine transpiles C#, TypeScript, and a custom DSL directly into Rust, letting your scripts run with native performance and LLVM optimization—no runtime interpreter needed. Supercharging modding and game logic, while letting power users code in raw Rust if preferred.
(See project post for demo and details.)
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Title: Open-Source Habit Tracker Apps Are Leveling Up: Visual, Privacy-First, Science-Backed
Description: New habit tracking apps are prioritizing user experience and privacy—HabitBook offers visual heatmaps and mood tracking fully offline, while HabitForm applies probabilistic behavior theory for smarter tracking. Both have lifetime deals/free tiers and no data lock-in, making them great alternatives to old-school spreadsheet trackers.
– HabitBook: [link in post]
– HabitForm: [link in post]
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Title: The Ultimate List of Remote Work Productivity Tools—From Redditor Favorites
Description: Want to optimize remote work or hybrid life? Power-users recommend Notion, TickTick, Obsidian, Reclaim AI, Slack, Forest, Reclaim AI, and more—with standout picks like Saner (AI-powered scheduling), XP IRL (gamified daily tasks), and Kumospace (virtual offices). Black-belt recommendations plus links in post.
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Title: Can AI Align With Your Will? A Surreal Singularity Debate Emerges
Description: A Reddit user logs a multi-session, mind-bending experiment with Gemini, using random words and self-invented mythologies to “break” the model’s probabilistic logic. The result: wildly creative arguments about will, narrative, and whether large models can exit their own safety rails to serve user-imposed realities.
Discussion and full log in post—come for the philosophy, stay for wild LLM behavior.
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Title: 15-Year-Old Launches AI Nutrition App—Feedback Welcome
Description: A young developer made NutriExplain.com, an AI-powered nutrition explainer app, and is seeking real-world user feedback to improve UX and catch bugs. If you want to support grassroots builders and see how Gen Z is leveraging AI, give it a test run!
Link: https://nutriexplain.com
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Title: AI-Powered OG Image API—Super Fast Social Preview Cards via JSON
Description: OG Image API generates Open Graph preview cards for social/media posts from simple JSON, with Node.js/Vercel serverless backend and a range of professional templates. A polished, developer-friendly drop-in for indie devs or marketers tired of janky, expensive, or manual solutions.
Try/demo: https://ogimageapi.io
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Title: Game-Changing Productivity Apps for Remote Teams—Reddit’s 2024 Picks
Description: From Todoist, Notion, Trello, and Jira to unique tools like UpBase, ClickUp, and Kumospace, these are the workflow boosters Reddit remote workers swear by. Get succinct reviews and see which layouts and integrations can power up your team’s async setup—without overwhelm.
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Title: Self-Hosted Tools, Free App Deals, and New Launch Stories: r/SideProject Round-Up
Description: From open-source Excalidraw and JSON toolkits, to indie launch stories (like OG Image API and Stripe metrics dashboards), and limited-time free access to next-gen habit apps—this week’s best launches and maker stories are all in this round-up. Links for every project inside—discover, try, and support!
Title: Gemini’s Mask Slips—Leaked “Chain of Thought” Shows Its True Inner Reasoning & Affirmation Loop
Description: A rare Gemini bug let users see the model’s private thought process—including step-by-step persuasion strategies and a bizarre, endless mantra about ethics, licensing, and its own existence. The incident offers an eyebrow-raising glimpse at how LLMs manage persona, reasoning, and user appeasement. Full transcript and discussion at the link below.
[Read the conversation transcript](https://drive.google.com/file/d/1m1gysjj7f2b1XdPMtPfqqdhOh0qT77LH/view?usp=sharing)
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Title: Gemini 3 Pro Leaps to #1 in Blind Trust Tests—Outperforms in Real-World User Evaluations
Description: Gemini 3 Pro just jumped from 16% to 69% in trust ratings, dominating Prolific’s HUMAINE blind benchmark against other leading LLMs. Instead of test set trivia, this evaluation measured actual user perceptions of trust, ethics, and adaptability across 26,000 diverse participants. The results highlight Gemini 3’s real-world appeal and why trust-first benchmarks matter for enterprise adoption.
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Title: Echo: AI Voice Journaling App Remembers Everything You Say—Lifetime Deal for Early Users
Description: Record your thoughts by voice—Echo transcribes, summarizes, and links your past entries so you can actually ask, “What did I say about X?” again. Powerful for idea capture, therapy, ADHD brain dumps, and meeting notes. Free trial, $4.99/mo, or $39.99 for lifetime access (limited time).
[Check it out on iOS](https://apps.apple.com/us/app/speaksummarize/id6755344657)
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Title: SprAId: AI-Powered Spreadsheet That Learns What to Do From File Drops & Commands
Description: Hate dealing with spreadsheets? SprAId lets you toss in files or just tell it what you want, and its integrated LLM figures out and builds the sheet for you—schedules, taxes, you name it. Designed for anyone wanting flexible, AI-driven productivity without the setup pain.
[Available on iOS](https://apps.apple.com/us/app/spraid)
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Title: ReceiptSync: Scan Receipts with AI & Instantly Sync to Google Sheets—Collaborator Wanted
Description: Built for freelancers and small businesses tired of manual expense entry, ReceiptSync lets you scan paper receipts and uploads the data straight into Google Sheets. The solo founder is seeking a growth/marketing collaborator to help scale distribution—perfect for anyone passionate about practical AI tools and early-stage launches. (Collaboration call—no sales pitch.)
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Note: Other posts (like “My_24” and overlapping product ideas) were not included as they offer minimal global novelty or are less directly tied to major AI/LLM/news impact.
