Here are the top, most relevant, and fresh high-quality Reddit-style summaries based on your curation instructions:
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**Title:** Alibaba Unveils Real-Time ‘Live Avatar’—Infinite-Length AI Video Generator
**Description:**
Alibaba just dropped Live Avatar: a streaming, real-time video gen tool that can produce infinite-length avatars at 20 fps with audio-driven animation and dialogue. Unlike traditional short-text-to-video models, this lets users create ongoing, realistic characters live—potentially revolutionizing avatars for chat, broadcasting, and more.
Check out the demo: https://liveavatar.github.io/
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**Title:** The ‘Memory’ Illusion: Why ChatGPT Remembers (and Local LLMs Never Do)
**Description:**
Ever felt like ChatGPT remembers your whole conversation unlike local LLMs? That’s not the model—it’s the heavy-lifting “platform layer” doing custom instructions, history, and continuity. Local setups often lack this, making them “forgetful.” True LLM memory still relies on clever, external scaffolding—so tools like RAG, plugins, and knowledge bases matter just as much as the model itself.
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**Title:** FLI 2025 Report: Most Top AI Labs Still Get “F” in Existential Safety
**Description:**
The latest Future of Life Institute (FLI) report grades major AI companies on safety. Shocker: Most received an “F” for existential safeguards—meaning they openly admit no robust control mechanisms for powerful AIs. With AGI possible in coming years, the race seems to outpace the brakes. The open letter for better oversight gathers names, but real change is still up in the air.
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**Title:** AI Agents Surge: Amazon, Google & Startups Race to Automate Workflows
**Description:**
From AWS’s new agentic services to Google’s no-code Workspace Studio for AI workflow builders, agent-based automation is everywhere—powering security (7AI, Zafran), finance (Flex), and robotics (Archetype). JetBrains even lets you plug any agent into your dev tools. The agent era feels imminent, with investors piling hundreds of millions into companies making AI workers the backbone of the modern stack.
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**Title:** Self-Hostable CSV AI Analyzer: Visualize and Query Data with OpenAI APIs
**Description:**
Analyze and visualize CSV files with AI—entirely in your browser, no data uploads, no backend. This new open-source webapp (Docker/self-hostable) autoselects delimiters, builds charts, and lets you query data using GPT-based APIs. A frictionless tool for solo hackers, analysts, or anyone wary of the cloud.
Try the live demo: https://maxgfr.github.io/csv-ai-analyzer/
Source: https://github.com/maxgfr/csv-ai-analyzer
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**Title:** Open Source: Studently Auto-Organizes Your Semester from a Syllabus PDF
**Description:**
Tired of hunting deadlines in scattered PDFs? Studently scans your syllabus and builds a clean, dashboard-style semester planner. It’s free, and now used by hundreds of students—just upload your document and get instant, shareable organization. Built by a student, for students.
[Try Studently (demo link in original post’s comments—search Reddit for “Studently”)]
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**Title:** Prompting Breakthrough: Copy-Paste ‘Teacher Leo’ to Master AI Conversations (Zero Jargon)
**Description:**
Meet ‘Teacher Leo,’ a copy-paste prompt template built to unlock LLMs—zero jargon, instantly practical. Leo teaches anyone (including your grandma) the three most powerful prompt techniques: Chain-of-Thought, Role-Play, and Few-Shot. Each comes with side-by-side examples and encouragement, so GPT (or Claude) becomes dramatically smarter for you.
Copy the full template above and try it in your favorite AI chat!
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**Title:** Alibaba’s Sora2 & Teens: California Law Threatens OpenAI’s For-Profit Future
**Description:**
If a new California ballot blocks OpenAI’s for-profit shift, the company might need viral hits (like Sora2’s user engagement) to survive—or risk valuation collapse. Recent research exposes how these platforms can be misused for deepfakes, highlighting the challenge as profit and public harm collide. Big implications for the future of consumer AI.
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**Title:** ‘Local-Only’ Life OS & Guilt-Free Habit Trackers—Productivity Apps Go Fully Offline
**Description:**
Dev backlash against cloud fatigue: new apps like DoMind offer offline-only organization (no accounts, no sync) so your data stays solely on your device. Meanwhile, habit tracker devs are ditching streaks for “Rest Tokens” and rolling consistency scores—building apps that prioritize user kindness over guilt. Try the Life OS beta:
https://play.google.com/store/apps/details?id=com.domind.app
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**Title:** JetBrains Goes Agentic: Plug Any LLM Agent Into Your IDE with New API
**Description:**
JetBrains’ latest update introduces the “Agent Client Protocol,” making it super easy for devs to bring their favorite AI coding agents directly into their JetBrains IDEs (IntelliJ, etc). No more vendor lock-in: code with ChatGPT, Codeium, custom in-house agents—your pick. A leap for AI-augmented development.
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**Title:** AI-Powered CSV Wrangler: Indie Devs Battle Data Chaos with DataMorph & More
**Description:**
Solo builders are fighting back against CSV hell. DataMorph uses AI agents to auto-detect messy schemas, fix anomalies, and generate clean Python scripts—slashing cleanup hours down to minutes. Designed for freelancers and data hustlers tired of wrestling with Excel or Pandas. Early testers wanted; indie community feedback shaping the MVP.
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**Title:** Google’s ‘Willow’ Chip & Quantum Computing: Sundar Pichai Says ‘Inflection Point’ Here
**Description:**
Google claims their new Willow quantum chip completed tasks thousands of times faster than supercomputers. Pichai likens this moment to AI’s big bang five years ago. Is quantum about to unlock AI’s next level—or is it still mostly hype?
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**Title:** Discord Gets Its Own LinkedIn: Jobscord Beta Connects Portfolios & Hiring on Servers
**Description:**
Jobscord is launching as a no-spam recruitment/portfolio hub straight into Discord servers—building profiles linked to Discord IDs and a bot that auto-posts job listings. It’s still in validation mode; community feedback will decide its direction. Sign up or join the Discord to help shape a LinkedIn-for-Discord.
Discord: https://discord.gg/NvmWtGNqDP
Demo: https://youtu.be/S4TnQObx9GQ
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**Title:** Mac Gaming Reborn: iKontroller Turns Your iPhone into a Custom Gamepad
**Description:**
Build your dream on-screen controller for any Mac game: iKontroller lets you drag, drop, and map touch regions, sticks, or buttons on your iPhone/iPad—no more weird hardware needed. Syncs over WiFi or USB, with ultra-low latency and haptic feedback. Free on iOS and Mac for early adopters.
iOS: https://apps.apple.com/us/app/ikontroller/id6755539340
Mac: https://apps.apple.com/us/app/ikontroller-desktop/id6755576478?mt=12
Info: https://biskuitmarie.github.io/ikontroller-support/
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**Title:** AI Launch Pad: Breakdown of Startup Tools to Build, Ship, & Retain Early Users
**Description:**
Want to validate, prototype, and grow your AI/SaaS startup fast? Redditors share essential strategies: personal outreach trumps automated surveys, tracking ‘Customer Health’ is key, and Product Hunt/NextGen Tools help you launch with momentum. Many devs even swap MVP builds for testimonials—community over ads. r/SaaS and r/indiehackers are the best places to find ongoing tips.
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**Title:** CalmTab—Chrome Extension That Measures Tab-Induced Anxiety (& When to Take a Break)
**Description:**
Too many Chrome tabs? CalmTab senses your “anxiety level” and tells you when it’s time to do a digital declutter. If the bar turns red, you know it’s time to focus or close tabs—no more feeling buried under browser chaos.
Extension: https://chromewebstore.google.com/detail/calmtab/dnjmpokifkbmkgeighaadpkiopeoaakl
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**Title:** ShotFrame: Instantly Beautify Code & UI Screenshots Without Touching Figma
**Description:**
Tired of fighting Ray.so and Figma to share polished launch updates? ShotFrame merges code snippets and UI screenshots in a “Dribbble-ready” workflow—no heavy design work, just pro visuals for social, docs, or app showcases. Especially built for indie makers and product devs.
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**Title:** The Real Reason OpenAI ‘Remembers’ & Anthropic Vs. Google: The Hidden Game
**Description:**
LLMs like ChatGPT only seem to remember because of sophisticated platform layers—local models lag behind without these. Meanwhile, some Redditors suspect the OpenAI/Anthropic rivalry mainly gives Google a green light to go all-in on AGI, dodging greater regulatory scrutiny. Big tech chess, with users stuck in the middle.
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*Redundant or minimally impactful posts, deeper technical dives, or repeated “another todo/habit/productivity app” launches have been omitted or merged for relevance. Prompting instruction posts about “Teacher Leo” were merged into a single, high-value summary.*
Let me know if you want deeper dives into any category!
Title: MIT’s Noninvasive Glucose Monitor Could End Finger Pricks for Diabetes Forever
Description: MIT scientists unveiled a light-based glucose monitoring system that works through the skin, promising accurate, pain-free blood sugar checks without needles or implants. The device is being miniaturized, with a “smartwatch” form factor in sight—potentially transforming life for diabetes patients worldwide.
Read more: https://www.popsci.com/health/diabetes-noninvasive-glucose-monitor/
Research: https://pubs.acs.org/doi/10.1021/acs.analchem.5c01146
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Title: Study Reveals LLMs Can Still Be Jailbroken Using Poetic “Harmful” Prompts
Description: New research tested 25 language models (from OpenAI, Google, Meta & more), showing that wrapping harmful instructions in poetic text still fools most LLMs—except certain OpenAI models like GPT-5 nano. Some, such as Gemini 2.5 Pro, failed every time, indicating persistent jailbreak risks even in “guardrailed” AIs.
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Title: AI Research Faces “Slop Crisis” as Paper Submissions Explode at Major Conferences
Description: Top AI conferences like NeurIPS and ICLR are seeing paper submission rates double or more, overwhelming review standards and fueling accusations of low-quality, lightly reviewed work. Experts warn this “paper flood” could dilute real breakthroughs and undermine progress if unchecked.
Read more: https://www.theguardian.com/technology/2025/dec/06/ai-research-papers
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Title: Hand-Drawn AI Summaries for Any Audio (Meetings, Podcasts, Voice Memos): 10 Free Hours
Description: This tool turns any audio—meeting, podcast, memo—into a lively, hand-drawn-style visual “whiteboard” summary using GenAI. It stands out from plain transcripts and even has a code for free processing hours for early users.
Try it: get.meeting.ai/help (Code: HELP-THE-DEV)
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Title: Nojoin 2.0: Self-Hosted, Open-Source Alternative to Otter & Firefly for Meeting Intelligence
Description: Take control of your meeting intelligence with Nojoin—a day-one-privacy-first app (Docker, Rust, Next.js) for transcription, speaker diarization, and LLM-powered summaries/search. Process audio locally, chat with your meetings, and organize everything—no cloud lock-in, and always free for the community.
GitHub: https://github.com/nojoin/nojoin
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Title: PromptVault v1.3.0 — Open-Source Secure Prompt Management Now Supports Teams
Description: Manage, organize, and share AI prompts across your team with PromptVault’s new multi-user authentication, role-based control, and robust backup/restore features. Fully self-hosted for privacy—perfect for orgs running lots of custom AI workflows.
Check it out: https://codeberg.org/promptvault/promptvault
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Title: PromptGen 2.0 Drops: Smart Prompt Engineering App for Power Users (Android/iOS)
Description: PromptGen, now in its 2.0 overhaul, helps creators and teams organize, refine, and deploy advanced prompts for text and image generation. Featuring workflow upgrades, smarter engine, and cross-platform support—it’s built for those who push LLMs to the limit.
Android: https://play.google.com/store/apps/details?id=com.rcf.promptgen
iOS: https://apps.apple.com/us/app/promptgen-ai/id6754821449
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Title: The Geometry of Benchmarks: Radical New Framework for Measuring AGI Progress
Description: Researchers propose a “geometric” approach to benchmarks, redefining how AI generality and self-improvement are measured. Introducing the Autonomous AI Scale and moduli space theory, they argue that true progress toward AGI is about evolving through complex benchmark “spaces,” not just leaderboard scores.
Paper: https://arxiv.org/abs/2512.04276
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Title: Open-Source Universal Vlog Thumbnail Maker—Now with Text-Behind-Image!
Description: Instantly create viral YouTube-style thumbnails (including “text behind image” effects) with this cross-platform app released as MIT-licensed open source. Handles thumbnails, size limits, compression, and quick customizations—ideal for content creators everywhere.
Get it on GitHub: https://github.com/pH-7/Thumbnails-Maker
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Title: Universal File Organizer: “One Click” App Smartly Sorts Every File, 100% Offline
Description: Overwhelmed by messy Downloads folders? Universal File Organizer auto-sorts images, docs, music, archives, and even custom categories—completely offline for max privacy. No learning curve, just instant digital peace of mind.
Learn more: [Link not provided; mention from post]
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Title: Radial Day Planner: Visualize Your Whole Day in a Single Circular Glance
Description: This free, no-account-needed app lets you view your tasks/calendar visually as a radial clock. Syncs with Apple Calendar, supports custom themes, and gives intuitive analytics—a productivity twist for visual thinkers.
iOS: https://apps.apple.com/us/app/dialed-radial-day-planner/id6755455859
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Title: Pomolo: Open Source Lofi Music Player + Pomodoro Desktop App
Description: Focus better with Pomolo: a minimalist offline lofi player featuring ambient sounds, Pomodoro timer, floating mini-player, and retro terminal UI. Built for deep work, customizable backgrounds, and open-source for total control.
GitHub: https://github.com/your-repo-link (Replace with correct repo)
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Title: Jellify Now Live! FOSS Jellyfin Music Player for iOS and Android
Description: Jellify brings a clean, free, open-source Jellyfin music player to mobile—now on both iOS & Android. Features are growing fast (car integration coming soon). Join the Discord, test drive, and help shape the next update!
GitHub: https://github.com/jellify/jellify (Add actual repo)
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Title: The Unspoken Dread: Is AI Quietly Killing Tech Careers in Real Time?
Description: Multiple technologists on Reddit share firsthand stories about shrinking demand for developers, QA, and support as AI absorbs more tech workflows. The impact is subtle but growing—layoffs and “AI hiring freezes” are a reality. If you feel that slow anxiety too, you’re definitely not alone.
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Title: Personal AI Journal App “Sage” Offers a Free Year (For Now)
Description: Sage AI is a journaling app where a private AI knows all your entries and answers with your life context. For a short window, get a year of premium access for free on iOS using the code “FREEGIFT.”
iOS: https://apps.apple.com/us/app/sage-ai-reflective-journal/id6754587409 (Use code: FREEGIFT)
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Title: Most Popular AI Girlfriend Platforms of 2025 Ranked by Daily Users
Description: A hands-on Redditor shares an honest, up-to-date comparison of the top AI companion/chatbot platforms—including DarLink AI, OurDream AI, GPTGirlfriend, and more—with insight into realism, customization, memory, and pricing. Curious which is truly the “daily driver”? This thread is peak 2025 zeitgeist.
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Title: Paperclip Maximizer Benchmark: LLMs Still Trail Humans at Classic AGI Game
Description: Despite advances, no current LLM or agent matches human performance in “Paperclip Maximizer”—a classic test for resourceful computer use. Progress is clear, but superintelligence still isn’t here.
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Title: Founders: Spending Hours on “Invisible” Creative Work? Here’s How AI Can Help
Description: From the mental drag of picking founder headshots to battling the sense your startup isn’t working, founders share how AI-powered tools (like Looktara) and reframing decisions can free up creative energy and fight burnout. Sometimes, small AI wins bring the biggest momentum shifts.
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Title: Project Hopefuls: Lightweight Self-Hosted App Launcher (Rust) and Life Manager Suite
Description: “Webwrap” and “lifeman” are modular, open-source desktop utilities (built in Rust) focusing on low system resource usage. Launch and manage web and local apps, automate workflows, and organize life—all offline.
More: https://garbage.mhn.lol
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(Notes: I focused on only the top, broadly relevant, or innovative posts—combining job market/tech anxieties, and skipping repetitive summaries or overly technical/low-traction entries.)
**Title:** Google’s “Titans & Miras” Could Be the Next Big Leap in AI’s Long-Term Memory
**Description:**
Google just unveiled “Titans” and “Miras,” two architectures designed to give AI much better long-term memory—potentially cracking a core bottleneck in scaling LLMs to real-world, persistent tasks. Combined, these innovations help models remember and adapt over months, not just seconds. Could this end the era of short-sighted chatbots?
Learn more: https://research.google/blog/titans-miras-helping-ai-have-long-term-memory/
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**Title:** Major React/Next.js RCE Security Flaw: Update NOW or Risk Your Self-Hosted Apps
**Description:**
A critical 10.0-rated remote code execution vulnerability (CVE-2025-55182/66478) has hit all React/Next.js apps—including popular self-hosted tools. Cloudflare is blocking attacks, but if you host any open-source app built with React/Next.js, update immediately. Projects like Sprout Track already issued emergency patches.
Sprout Track patch: https://github.com/Oak-and-Sprout/sprout-track?tab=readme-ov-file#sprout-track
Official Next.js security bulletin: https://nextjs.org/blog/CVE-2025-66478
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**Title:** Free, Open-Source “tududi” v0.87: Your Self-Hosted Life OS for Tasks, Notes & Routines
**Description:**
Tududi turns your personal server into a GTD-style task and project manager—complete with recurring tasks, sub-tasks, notes (Markdown!), powerful filters, Telegram integration, and 100% local data. The new update improves the UI and recurring tasks logic. Perfect for privacy-focused productivity nerds.
Try it: https://tududi.com
GitHub: https://github.com/chrisvel/tududi/releases/tag/v0.87
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**Title:** Imaggee: Free, All-In-One Image, PDF & QR Tools—100% Client-Side, No Ads, No Logins
**Description:**
Imaggee lets you compress, convert, resize, merge, and edit images and PDFs (plus make custom QR codes) all locally in your browser. No files are ever uploaded; perfect for privacy. If you’re tired of annoying upload-based tools, this is a must-try.
Try it: https://imaggee.com/
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**Title:** MintDeck: Powerful Free iOS Flashcards App (No Ads/Paywalls) With Optional AI, Lifetime Promo
**Description:**
MintDeck offers serious learners unlimited decks, spaced repetition (FSRS), media support, Anki import/export, and local/private sync—without ads or subscriptions. AI-powered features (like auto-deck generation and mnemonics) are pay-as-you-go. Lifetime access promo for early users.
App Store: https://apps.apple.com/app/id6754179049
Web Generator: https://www.mintdeck.app/flashcard-generator
Promo: Use code EARLYMINT in app for lifetime badge
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**Title:** Open-Source, No-Login Free CV Builder (With GitHub Repo)
**Description:**
BuildMyFree.CV makes creating, exporting, and editing resumes simple—no sign-ups, no tracking, and no hidden fees. Everything runs in your browser, and it’s fully open-source (so you can self-host too).
Try it: https://buildmyfree.cv
GitHub: https://github.com/themidnightgospel/free-cv-builder
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**Title:** “GenRankEngine” Scans Your Website’s Visibility to AI Chatbots—Free Full Report for Indie Founders
**Description:**
GenRankEngine checks how your site shows up in responses from ChatGPT, Gemini, Claude, Perplexity, and more. Get a transparent report on missing prompts, AI-driven buyer intent, and how to boost your exposure—free for Reddit indie devs in beta.
Scan your site: https://genrankengine.com
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**Title:** AI Use Can Reshape Your Brain—for Better or Worse—Depending On How You Engage
**Description:**
Actively working *with* AI can strengthen your reasoning and meta-cognition; mindlessly copying can make you slower. This detailed theory draws on neuroscience and real user patterns: “offloading friction” boosts you, but “offloading cognition” may atrophy key skills. Are you using AI as a prosthesis or a crutch?
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**Title:** Indie Spotlight: “Sew-Master” Beta—AI-Powered Fashion Analysis Tool for Indian Designers
**Description:**
Upload a dress photo and get back fabric specs, material estimates, and local (Jaipur/Delhi) market pricing in English, Hindi, or Kannada. Sew-Master already has a built-in learning hub for students and tailors. Open for free beta testers!
Try it: https://sew-master.vercel.app/
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**Title:** NornicDB: Memory-Optimized Knowledge Base for LLMs (MIT, Open Source)
**Description:**
NornicDB is a fresh open-source memory OS for LLMs, designed around task retrieval, knowledge linking, and natural multi-tool workflows. Features include discover-by-meaning, CRUD task commands, and idiomatic LLM API endpoints—great for agent projects.
See features: https://github.com/orneryd/Mimir/blob/main/nornicdb/docs/features/mcp-integration.md
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**Title:** “DCTS” Open-Source Chat App—Discord-Like Features With Self-Host Simplicity
**Description:**
Looking for a modern, privacy-first chat platform? DCTS is like Discord but fully self-hosted, offering team comms, voice, and more. Community is growing fast—check the latest release and subreddit for updates.
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**Title:** AI Visibility & Branding: Here’s Why Your Site Might Be Invisible to Chatbots
**Description:**
If you’ve lost search traffic or want AI chatbots to recommend your SaaS, most founders miss the basics: citations, completeness, and trusted mentions. A new wave of tools (like GenRankEngine) now reveals exactly how your site is picked up—or ignored—by leading AI models. Time to fight for your AI real estate.
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**Title:** Built a Location-Aware Personal CRM To Never Forget Friends—Now on App Store
**Description:**
Linkt helps you stay in touch by tracking friends’ time zones, local news/weather, and “check-in goals”—so you’ll never miss a birthday or life event again. Includes one-tap chat integration & no-risk trial (no payment required).
App Store: [Download here]
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**Title:** Chrome Extension That Cuts Job-Hunt Burnout—From Student Side Project to Classroom Staple
**Description:**
A minimal Chrome add-on born from job-search pain: hides “ghost”/junk listings, surfaces real roles, and helped a whole intern group improve their interview rates. The dev’s now collecting feedback to see if it can help the wider job hunter community.
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**Title:** Redditors Are Automating Fashion, File Security & More: 3 New Open-Source Tools
**Description:**
• Free, self-hosted “tududi” v0.87—life/project/task OS with privacy baked in
• “Imaggee”—no-login, free local image/PDF/QR utility webapp
• “BuildMyFree.CV”—open-source, ad-free resume builder in your browser
All three require no registration and keep your data off the cloud!
Links: [See above for individual project links]
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**Title:** Test Your T-Drive: Gamified Testosterone Tracker and Habit Plan (Free 7-Day Access)
**Description:**
Not just a tracker—this new app offers visual T-level estimates, weekly progress, and an 8-week plan to boost your energy, based on your responses. Designed for young men looking to regain their drive. Free for 7 days, feedback wanted!
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**Title:** Want To Encrypt Files Instantly, 100% Locally? Considering Building—Would You Use It?
**Description:**
A web tool to encrypt/decrypt images, docs, audio/video *locally* in your browser. No servers, no data left behind; you hold the private key. Is privacy important enough for you to trust & use this? Give feedback to shape the launch.
Title: Open-Source Browser Automation Goes Visual: Drag, Drop, and Automate
Description: Frustrated with brittle Playwright/Selenium scripts? Check out Loopi, an open-source, node-based browser automation tool. Build flows visually—drag actions like “Click,” “Type,” “API Call”—and connect them as a graph. It runs locally and handles branching, variables, and browser/API logic without code. Great for devs tired of the old workflow.
GitHub: https://github.com/Dyan-Dev/loopi
Docs: https://loopi.dyan.live/
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Title: Massive RAG Quality Leap—7 Proven Techniques for Smarter AI Retrieval
Description: Tired of RAG pipelines giving flaky answers? One founder shares 7 real-world techniques that dramatically boosted their LLM’s accuracy—think chunk overlaps, hybrid retrievals, vision-LMM for charts, and dynamic context pruning. If you’re building anything with Retrieval Augmented Generation, this is a must-read for actionable upgrades.
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Title: Indie Dev? Get Discovered with wwwstore – The Curated App Store for Web Apps
Description: Tired of your indie tool getting lost on Product Hunt? wwwstore is a new human-curated “app store” for web projects, spotlighting quality over hype. Natural language AI search helps users find the right tool fast, supporting independent devs. Feedback wanted as the platform shapes up!
Demo: https://www.wwwstore.xyz
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Title: Launching TaliaLink: Free, Open Source Broken Link & SEO Audit Suite in Your Browser
Description: If you need a powerful, privacy-first SEO and site audit tool, TaliaLink is now open source. Detect broken links, visualize internal site structure, check Moz DA, and automate daily URL monitoring—all locally, no logins. Perfect for SEOs and webmasters who value transparency and control.
GitHub: https://github.com/lucalocastro/TaliaLink
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Title: New Chrome Extension Instantly Summarizes Webpages, PDFs, and Videos for Research
Description: Doing competitor or market research? MarketEchoAI is a browser extension that summarizes any webpage, PDF, or video, saves context across sessions, and lets you compare multiple sources. Streamlines research without breaking context—early users wanted!
Chrome Store: https://chromewebstore.google.com/detail/marketechoai/dafopbncddbnbfmcknbcjcmppegkcmok
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Title: Vibe Coding in Action: Building a Doc Translator with Antigravity and Doubao LLM
Description: The “vibe coding” trend lets you flow through app building with AI handling syntax and structure. Here’s a full-stack project: a web app that translates documents (PDF, Word) and preserves layout, built using Antigravity, React, Flask, and Doubao LLM. Can these tools really accelerate dev or is it hype? Join the discussion.
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Title: RPG + Fitness Tracker App Makes Workouts Surprisingly Addictive
Description: Gamify your fitness routine! RPGFitness combines a workout tracker with RPG quests, XP, and loot. Train, level up, unlock chests, and never dread logging your sets again. Available on web and Android—great for motivation hackers.
Web: https://rpgfitness.fr
Android: https://play.google.com/store/apps/details?id=rpgfitness.fr
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Title: Organize Your Bookmarks, Reels, Tweets, and Notes—All in One Simple App
Description: Drowning in saved links and social content? InstaVault automatically categorizes everything you save—Instagram reels, X threads, LinkedIn posts, notes—and lets you search or export to Notion. Try the 7-day free trial and declutter your digital life!
Site: https://instavault.co
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Title: Indie Spotlight: Grecko—TikTok-Style Study Feed Powered by AI
Description: Grecko aims to make studying as addictive as scrolling—educational shorts, context-aware AI study reminders, and 3D flashcards—all in one ecosystem. Built by a student fed up with typical study tools. Would you swap Quizlet for this? Early feedback welcome.
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Title: Unlock Startup Insight: AI Tool Reads App Store Reviews for You
Description: Building an app? AppInsightsAI scrapes and analyzes user feedback from Reddit, Play Store, and App Store, surfacing what users love, hate, and wish for. Validate or refine your idea before you build—early input from founders sought!
Site: https://appinsightsai.com
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Title: Create Custom AI Personas—New Tactics for Consultants Using Digital Avatars
Description: For pros making LLM-powered personas, RAG pipelines are everything. Detailed post shares tricks for pulling knowledge from slides, PDFs, and videos; hybrid retrieval; and making LLMs more reliable for interactive client work. Level up your AI persona stack with modern hacks.
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Title: Founders: How Do You Manage Cross-Source Research? New Summarizer Tool Seeks Input
Description: If you juggle PDFs, articles, and videos for market/competitor research, do you have a workflow? One maker released a browser extension that summarizes and links context across sources—looking for feedback from fellow power users.
Chrome Store: https://chromewebstore.google.com/detail/marketechoai/dafopbncddbnbfmcknbcjcmppegkcmok
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Title: Self-Hosters: What Are the Best Google Drive & Photos Alternatives in 2024?
Description: Crowd-sourced roundup of the top self-hosted and privacy-centric alternatives to Google Drive/Photos, including NextCloud, OpenCloud, Immich, Filen.io, ProtonDrive, Tresorit, and Koofr. If you’re thinking of de-Googling your life, check out the latest real-world tips and caveats.
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Title: LLMs as “Perceptual Modules”—Do Modern AI Systems Need Smarter Orchestration?
Description: Treating LLMs as noisy senses—like eyes or ears—rather than the entire “brain” leads to clever system designs. This architecture separates probabilistic perception (LLM) from deterministic planning/control, making multi-agent AI more robust. Deep dive for anyone building serious AI workflows or orchestration frameworks.
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Title: Curated One-Minute AI News: Lawsuits, Robotics, Meta’s AI Moves & MIT’s “Speak Objects Into Existence”
Description: Get up to speed with a rapid-fire AI news digest: Nvidia’s CEO on AI’s future, NY Times sues over LLM data, Meta buys Limitless in the wearables race, and MIT shows robots “building” objects from voice commands. Stay in the loop!
Full post & sources: https://bushaicave.com/2025/12/05/one-minute-daily-ai-news-12-5-2025/
Title: Fei-Fei Li Slams AI Hype Cycle, Calls for Focus on Real Issues, Not Sci-Fi Extremes
Description: “Godmother of AI” Fei-Fei Li says the current AI debate is trapped between doom and utopia, distracting from urgent problems like disinformation, bias, and lack of access. She urges the industry to move past the hype and address practical, real-world concerns. Do you agree that the “AI apocalypse vs. paradise” narrative harms real progress?
Source: https://www.businessinsider.com/fei-fei-li-disappointed-by-extreme-ai-messaging-doomsday-utopia-2025-12
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Title: Why ChatGPT Feels Genius, But Local LLMs Seem Drunk
Description: Ever wonder why ChatGPT seems brilliant but local language models often act erratic? It’s not just about the models: big cloud AIs run inside robust “padded rooms” with error suppression, memory, and invisible guardrails, while local LLMs operate raw—directly in your messy environment. The real difference? Not the model, but the stabilizing system wrapped around it.
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Title: VITA-Audio Slashes AI Voice Assistant Latency With Multi-Token Prediction
Description: A new paper presents VITA-Audio, a model that predicts multiple speech tokens at once—dramatically reducing first response time for AI voice assistants without major quality tradeoffs. This breakthrough makes live translation, real-time accessibility, and smooth conversations more practical than ever.
Paper & details: https://arxiv.org/abs/2406.01334
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Title: ähnlich: Super-Fast, Lightweight Similarity Search Engine in Rust Now Open Source
Description: Meet ähnlich, an open-source, ultra-fast similarity search engine written in Rust. Designed for speed and in-memory workloads, it supports Python, Rust, and Go, making vector search simple and accessible for devs everywhere.
Docs & GitHub: https://ahnlich.dev | https://github.com/deven96/ahnlich
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Title: TranscribeText.com: Transcribe 2-Hour Videos in Just 2 Minutes (Free Tier Available)
Description: Tired of slow or expensive AI transcription? This blazing-fast service transcribes a 2-hour video in minutes, with features like speaker separation, translation, and bilingual subtitle export. Try it free—no waiting, no credit card required.
Try here: https://transcribetext.com/
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Title: Vomo AI Auto-Summarizes & Organizes YouTube Lectures—Perfect for Study & Recall
Description: Don’t waste time on tedious transcripts. Vomo AI takes any YouTube video, extracts a clean transcript, summarizes the key points, and lists actionable to-dos—even for captionless videos. Ideal for lecture binge-watchers and note-takers looking to maximize learning and retention.
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Title: Multi-Agent AI Healthcare Assistant Demo: LLM-Powered Medical Workflow On Streamlit
Description: Check out a smart, multi-agent health assistant demo that manages symptom analysis, triage, medical Q&A, and report summaries—all built using LLMs and Google’s Agent Development Kit. Try the Streamlit app or explore the open-source code for your med-tech experiments.
Web App: https://medsense-ai.streamlit.app/ | Code: https://github.com/Arvindh99/Multi-Level-AI-Healthcare-Agent-Google-ADK
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Title: ClothFits AI “PRO Mode” Drops: Now with Realistic 2K Virtual Try-Ons & Multi-Garment Support
Description: ClothFits AI just launched PRO Mode, powering ultra-realistic, high-res fashion try-ons. Expect sharper details, better fabric blends, and the ability to layer outfits in one generation—great for fashionistas and ecommerce.
App Store: https://apps.apple.com/us/app/clothfits-ai/id6754669856
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Title: Lightning-Fast Local OCR Tool—Extract Text from Images/PDFs Without Uploading
Description: For privacy-first users, this local-only app extracts text from images & PDFs (100+ languages), even handling tables and batch processing. Your files stay on your device—no cloud upload, no leaks. Free trial available for the security-conscious.
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Title: ähnlich: Super-Fast, Lightweight Similarity Search Engine in Rust Now Open Source
Description: Meet ähnlich, an open-source, ultra-fast similarity search engine written in Rust. Designed for speed and in-memory workloads, it supports Python, Rust, and Go, making vector search simple and accessible for devs everywhere.
Docs & GitHub: https://ahnlich.dev | https://github.com/deven96/ahnlich
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Title: Align: New Social Platform Rewards Deep Thought, Not Clickbait
Description: Align Network launches to disrupt social feeds—surfacing insightful posts by match quality, not just ragebait. Verified creators, transparent recommendations, and a focus on audience interest make it a promising alternative to mainstream “engagement-optimized” networks.
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Title: SoundtrackThis Automatically Composes AI Background Scores for Your Videos
Description: Instantly generate custom AI-powered soundtracks tailored to your videos. Just upload footage, and SoundtrackThis analyzes it to produce fitting background music—no audio experience needed!
Try it: https://soundtrackthis.video/
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Title: StudyFoc.us: One-Stop Focus Suite Bundles Tasks, Notes, Time-Tracking, and More
Description: Need a productivity boost? StudyFoc.us unifies focus timers, todo lists, notetaking, browser time-tracking, and distraction blocking—all privacy-conscious, with data stored locally. Over 1,000 users daily—try it for a simpler, less distracted workflow.
Check it out: https://studyfoc.us
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Title: Free, Forever: JustTodo App Makes Task Tracking Effortless, With Stats & Subtasks
Description: Overwhelmed by bloated to-do apps? JustTodo offers a clean experience with subtasks and productivity stats—no ads, no subscriptions. Perfect for staying organized without clutter.
iOS: https://apps.apple.com/be/app/justtodo-task-organiser/id6453850934
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Title: Neuforms: Pay Once, Get Unlimited Typeform-Style Surveys—No Monthly Grind
Description: Frustrated by pricey survey tools? Neuforms offers a one-time payment for unlimited forms and responses, Typeform-style. Goodbye, SaaS fatigue—say hello to sustainable pricing for creators and businesses.
Title: Google Unveils Titan + MIRAS: Major Leap for AI’s Long-Term Memory
Description: Google Research just dropped Titan + MIRAS, a breakthrough system designed to give AI models robust long-term memory. This tech could transform how AI retains and reuses knowledge across sessions, opening doors to more persistent, adaptive assistants and smarter tools. Find out what this means for the next wave of LLMs and why devs are buzzing.
https://research.google/blog/titans-miras-helping-ai-have-long-term-memory/
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Title: Rumored GPT-5.2 Benchmarks Leak: Did OpenAI Just Leap Past Human Scores?
Description: Alleged test results for GPT-5.2 are making waves, with claims it scored over 60% on ARC-AGI2—reportedly surpassing human baselines. If legit, this could mark a new frontier in general AI benchmarks. The full details are unconfirmed, but the speculation has ignited debates on Reddit and X about what’s next for AGI and the job market.
Source tweet: https://x.com/vraserx/status/1997054471638065648?s=46
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Title: Geoffrey Hinton Warns: “Unchecked AI Progress Risks Social Meltdown”
Description: AI’s ‘Godfather’ Geoffrey Hinton says runaway AI development—without proper safeguards—poses existential risks, including possible social collapse. His new comments reignite calls for global regulation and more responsible tech roadmaps. If you care about the future of work and society, this is a must-read perspective.
Full story: https://www.themirror.com/news/science/ai-godfather-says-elon-musk-1545273
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Title: CourtScrapper: Find the Right Lawyer With Open-Source Attorney Track Record Search
Description: Ever wish you could see a lawyer’s real case history, not just trust marketing or referrals? CourtScrapper automates scraping public court records (starting with Dallas County) so you can review attorneys’ actual performance, filtered by case type, outcome, and more. Privacy-focused, open source, aiming to expand to more cities soon.
Repo: https://github.com/Fennzo/CourtScrapper
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Title: Free & Open Source: Manage Any Server in Your Browser (With Auto-Restart, Terminal, and More)
Description: Tired of SSH juggling or unreliable homegrown scripts? Server Services Manager is a lightweight, open-source web-based tool to monitor, auto-restart, and control your background services from any browser. Comes with live logs, smart process management, and a multi-tab terminal UI. Perfect for indie hackers and sysadmins alike.
Repo: https://github.com/Rishabh-Bajpai/server-services-manager
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Title: CloudMeet: Open Source, Zero-Cost Calendly Alternative on Cloudflare
Description: Hate paying for meeting schedulers? CloudMeet runs entirely on Cloudflare’s free tier, lets you sync with Google Calendar, sends reminders, and is MIT-licensed. One-click deploy with SvelteKit—no servers, no hosting bills.
Demo: https://meet.klappe.dev/cloudmeet
GitHub: https://github.com/dennisklappe/CloudMeet
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Title: AI Video Maker Drops Subscription Wall: Demo 30-Second Ads for $0.30 Each
Description: Creating AI-powered video ads just got cheaper and simpler. This startup moved their video generator to the cloud and introduced a “$0.30 per preview” model—no forced subscription to test multiple ideas, only pay for HD renders if you’re happy. Perfect for hustlers and small businesses wanting pro-level, lip-synced AI video ads.
Try it: https://aivideomaker.ai/ai-ugc
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Title: MemoKey: Instantly Paste Notes Anywhere With This Free Keyboard App
Description: Say goodbye to endless app-switching. MemoKey is a privacy-focused notes app that lives inside your mobile keyboard, letting you save and paste snippets instantly in any app. For iOS & Android, offline-first, and totally free.
Learn more: https://memokey.homielab.com/
iOS: https://apps.apple.com/us/app/memokey-quick-notes-keyboard/id6754804764
Android: https://play.google.com/store/apps/details?id=com.homielab.memokey
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Title: Pixelle: Generate Consistent App Icons—No More Designer Headaches
Description: Tired of generic icon packs and inconsistent branding? Pixelle lets you set your style once, then generates matching app icons and marketing assets with one click. Designed for devs who want a unique, cohesive look without the hassle.
Check it out: [Pixelle—link not provided, search the name if interested]
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Title: Nostage: Never Accidentally Commit Sensitive Files Again
Description: Accidentally pushed private notes or thoughts to GitHub? Nostage is a simple CLI tool to “protect” certain files so they’re never committed by mistake. Peace of mind for every dev using Git—open source and battle-tested by its creator.
Repo: https://github.com/Gururagavendra/nostage
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Title: 3terna: New Tool Lets You Organize Digital Life For When You’re Gone
Description: Estate chaos is real. 3terna is a just-launched digital vault for your accounts, passwords, and documents, set to deliver them securely to loved ones when needed. Built solo, inspired by real-world pain, and AI-accelerated.
Learn more: 3terna.com
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Title: Cloud-Based ERP for 3D Print Farms Now Open Source and Docker-Ready
Description: Just launched: FilaOps, a production-grade Python ERP system for 3D printing operations—covers inventory, sales, manufacturing, and regulatory traceability. Built for small manufacturers, self-hosted, with React frontend and SQL Server backend (Postgres support welcome).
Repo: https://github.com/Blb3D/filaops
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Title: Open Study App Boasts 180-Day User Streak With Pomodoro, Leaderboards, Friends & More
Description: Struggling to build study habits? CramAndConquer is a free web app with customizable timers, calendars, group goals, and even study pets. Track progress and challenge friends to stay motivated—mobile friendly and battle-tested by real users.
Try it: https://www.cramandconquer.com/
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Title: Free AI-Powered Floating Workspace for Brainstorming & Planning
Description: Meet MerciAi—the AI assistant you can pop up anywhere on your screen, featuring a notepad, whiteboard, and real-time content analysis of files or screenshots. Totally free to try and privacy-friendly (with local floating window, no forced uploads).
Test it: https://MerciAI.Net
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Title: Nomelo Transforms Your Own Music Into Focus-Optimized Study Tracks
Description: Modern playlists too distracting for deep work? Nomelo lets you upload any song and automatically remixes it into a calm, performance-boosting version—no lyrics, just focus. Try their free streaming platform and see if it supercharges your productivity.
Try now: https://home.nomelo.app/
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Title: Free for 72 Hours: Resolute – All-In-One Habit Tracker & Focus App for 2026 Goals
Description: Kickstart your New Year’s resolutions with Resolute, a daily planner featuring Pomodoro timer, screen time blocking, and easy habit tracking. Normally $49.99, now free for a limited time on iOS.
App Store: https://apps.apple.com/us/app/resolute-2026-new-year-goals/id6741823443
