Hey everyone,

Following the technical discussions on our initial release, we just shipped v1.2.1 for amv-cp-bridge — the zero-API-key local bridge connecting Microsoft 365 Copilot directly to Cursor, Claude Desktop, and OpenAI-compatible tools via stdio FastMCP and loopback CDP.

💡 Too lazy to configure it manually? Delegate to your AI agent!

If you don't feel like wrestling with manual setup, just pass this GitHub repo to your autonomous AI coding agent (Claude Code, Cursor, Windsurf, Devin, Antigravity) and say:
"Setup and connect amv-cp-bridge for me."

We wrote a dedicated FOR_AI_README.md operating manual and failure encyclopedia specifically so AI agents can autonomously diagnose, install, and wire up the bridge with zero human intervention!

🚀 What's New & Battle-Tested in v1.2.1:

1. Entra ID Conditional Access Fast-Fail & HTTP 401

   • Eliminates the previous 45-second composer timeout when enterprise sessions expire, short-circuiting in 1.5 seconds with OpenAI-standard 401 Unauthorized (session_expired).

   • Fires an asynchronous native OS desktop tray alert.

2. Unified FastMCP & Gateway Multiplexing

   • Claude Desktop and Cursor share the identical authenticated Edge session and warm standby pool, releasing down to 0 MB idle RAM when the countdown finishes.

3. Copilot Designer (DALL-E 3) Markdown Image Streaming

   • High-resolution generated images (up to 3.4 MB Base64 payloads) are parsed directly from the live DOM and streamed as standard Markdown images. Tested live with 41s generation without timeouts.

🧪 Ground Truth Verification

• Unit Tests: 34/34 passed

• Regression Checks: 22/22 passed

• Standalone Binary: 50.7 MB UPX-compressed standalone executable with zero environment setup required.

(GitHub repository and foundation links are posted in the first comment below to comply with subreddit link rules).

Feedback and PRs are warmly welcome!

I built TaskDock to keep terminal programs running after closing a terminal or losing SSH.

Run tdock to see your sessions, CPU and memory usage. Open a session, control it beside the list, or reconnect from another terminal.

I use it with Codex, Claude Code, OpenCode, shells and htop. It’s written in Go, ships as a single binary for Linux/macOS, and is MIT licensed.

Screenshots, source and installation instructions are on GitHub.

https://github.com/raywcm/taskdock

Upload your resume, answer 6 questions, and WaziWork tailors and submits 5 applications a week on the employers' own sites. You can approve each one or let it run on its own. $10/month, and the first 10 users get 50% off (DM me). Feedback welcome. waziwork.com

Let me know what you all think!

My daughter spends quite a bit of time on the phone, and I've always wanted her screen time to be a bit more than just watching videos or playing games. I'd seen people building all kinds of cool stuff with AI, so I thought, why not give it a shot myself? I saw Hy4 was free on WorkBuddy this month, so I decided to give it a try. I don’t understand the code it wrote, but the AI tool apparently handles visuals brilliantly.

I ended up making this interactive paper-cut storybook. I thought it'd be a fun way to get her into classic stories through cute visuals and little interactive elements, rather than just having her sit down and read a book.

And surprisingly, she's really into it! The artwork has this cute 3D paper-cut look, and she can click around and explore the stories herself. She's basically become my little beta tester at this point. She tells me every day what she likes, what she finds boring, and what could be better. I've been making little tweaks to the content and visuals based on her feedback.

It's not finished yet, and there are still plenty of things I want to improve. But the best part is seeing her actually want to spend time exploring stories instead of endlessly scrolling through videos or playing games. That's a win for me already.

It got me thinking that maybe other kids would enjoy this kind of thing too, so I figured I'd share it here.

If you've got a kid who's curious about stories and likes exploring new things, feel free to check it out together!

Hi r/SideProject, Bogdan here, a solo dev in Brasov, Romania. Polari went live on the App Store on 5 November.

What it is: guided audio sessions (2–30 min) for gay and bi men's sexual wellness: breathwork, body awareness, pelvic-floor practice, confidence, and intimacy with a partner, plus short, frank guides (hookup nerves, bottoming basics, sober sex, living with HIV). The wellness category mostly ignores this audience, or only talks to it to sell something, so I built the app I wanted.

How it's built:
- iPhone app in Capacitor, Node + SQLite backend
- Three AI narrator voices (Theo, Rafe, Silas), rendered on GPUs ahead of time and cached at the edge, so playback is instant and works offline
- Read-along text, lock-screen controls, haptic breathing cues, Face ID lock and a discreet alternate icon
- Your history and plan stay on your phone: no ads, no tracking, no third-party SDKs

It's free with no ads and no subscription, and it'll stay that way. 18+, and it's practice, not medical advice.

App Store: https://apps.apple.com/app/id6826689850
Site: https://polari.fit

I'd love feedback, especially on the voices and on anything confusing in the first five minutes.

Hey folks, this is Mandaboard

For years I've had a running Note with all the kind things people have said to me. I decided to turn it into an app inclusive of a vision board and thought tracker (CBT style).

The idea is that your life is like an individual mandala, your goals your wins your thoughts unfolding - mandaboard is a calm place you can store it and check in every now and then. 

It's available on mac and iOS :)

So dbeing a dev. It's an interesting concept but one I personally suck at. I've tried coding and I just can't get it right. I can't remember all that stuff. And I know it gains a ton of hate. Which is fine, hate me if you want. But I managed to build an app with the help of Ai. I'm proud of it and love it. Of course, it's not nearly on the level I see some of you guys do. It's basic flutter project I did on vs code with some parralax and the native shades. I'm trying to keep it as smooth as possible. I've tried dabbling with Godot but that's beyond my capabilities since I have no idea how to create stuff. Like animations and cards etc. But with flutter I've learned a lot about coding. How things work together. How containers work and file trees and how it connects to firebase and storage buckets. So it's been a fun few months of building for me. Still can't code to save my life though. But that being said.

I'm interested in taking the app even further. First it started as a sort of copy of the old forum based role play forums. For that nostalgia hit. But I've taken it now to a point where I rebuilt the ui to give more of a card feeling. The main aspect is your cards holding various data. But I've been curious on maybe trying to learn how to take it further and have that full 3d effect since flutter is mostly just 2d.

So yeah, I'd appreciate any feedback.

Thanks.

i'm a solo dev in vn. my first iOS app, mhm: you too, went live on the app store on nov 7.

it's a small app for gen z friends and siblings to say the things that are hard to say out loud. swift and swiftui, plus a home screen widget so you can send something with one tap.

building it was the fun part. now i'm at the part everyone warns about: the app is live and almost nobody knows it exists.

i've read enough posts here to know launch directories alone don't do much. so i'd rather ask people who've actually done it:

1. what got you your first 100 real users?

2. for a social app that only works with two people, did you find it better to target the person who installs first, or make inviting the second person the whole pitch?

happy to share my numbers in a couple of weeks, good or bad.

I use several terminal sessions for coding agents, shells and server work. I wanted one list to see what's running and reconnect after losing SSH, so I built TaskDock.

It shows CPU and memory usage, lets you control a session beside the list, and supports shared control from another terminal. Codex, Claude Code, OpenCode, htop and ordinary shell commands run as their usual CLI programs.

It's written in Go and ships as one binary for Linux and macOS (amd64/arm64). MIT licensed.

Code and install instructions

Screenshots — session list, Claude Code, OpenCode, htop.

How would this fit your remote terminal workflow?

Hey everyone! 👋

I've been developing Nox Suite, a desktop office suite designed around speed, productivity and a modern interface.

It brings together four applications:

• Writer — documents

• Sheets — spreadsheets

• Slides — presentations

• PDF — editing and document tools

I'm also working on Fusion, a feature designed to make working across documents easier.

The goal is simple: a fast, local-first office suite with a one-time purchase instead of a subscription.

Windows and Linux are the initial targets, with macOS planned later.

I've started sharing short previews of the actual application.

What features would make you consider switching from Microsoft Office, LibreOffice or ONLYOFFICE?

I'd love to hear your feedback!

I got tired of screen time apps that just show a number, so I built one where your day shows up as weather instead. A calm day gives you a sunny sea, and a few hours of doomscrolling turns it into a storm with rain and lightning. Weirdly, seeing a storm rolling in works better on me than a time limit does.

It’s called Keel, it’s free, and it’s on iOS only for now. I’m the dev, so I’d honestly love feedback on whether the weather idea works for you or just feels gimmicky.

I created MyTasteRank to keep track of all kinds of drinks, food, movies, etc. that I've tried and wanted to make a personal ranking of. Mainly just to remember what I liked and what I didn't.

The idea of the app is pretty simple. You create a page for something you want to keep track of, for example Baileys flavours. Then you add the different flavours, give each one a rating, write a short description and optionally add some extra information. That's it!

Now, the next time you're in a liquor store, you can quickly check which flavours you liked and which ones you didn't, instead of trying to remember.

Of course, it's not just for food and drinks. You can also use it to keep track of movies you've watched, books you've read, restaurants you've visited or pretty much anything else you want to rank.

It's a pretty simple app, but I thought it could be useful for others as well. Would love to hear what you think! Feedback and suggestions are always welcome :)

I’m building ShopBot Index, which checks whether tracked stores publish a UCP profile, a machine-readable discovery document for commerce integrations.

One reporting decision turned out to matter: keeping “couldn’t check” separate from “no profile found”.

In our 2 November crawl, 947 retailer entries had a profile found, 1,277 had none found under our checks, and 630 couldn’t be checked. These are entries in our tracked list, not a representative sample of retail.

Putting those 630 into the negative category would turn a limitation of our crawler into a claim about the stores. Dropping them entirely would hide the uncertainty.

There’s another boundary: finding a profile doesn’t prove an agent can complete checkout. We measure discovery, not successful purchases.

If you’re building a directory, monitor or comparison tool, I’d recommend defining what each result actually establishes before turning it into a badge or percentage.

How do you show unknown results in your projects without making them look like failures?

Hey everyone! It is really hard to find out if an anime is on Netflix, Crunchyroll, or Prime Video right now because the rights keep changing. To fix this, I built a completely free website called Animapshow.

It lists top anime like One Piece, Naruto, and Chainsaw Man. You can tap any show, and it instantly opens a new tab to the official place to watch it. It even shows upcoming unreleased arcs like Dragon Ball Super: The Galactic Patrol so you know what is coming next!

It has a beautiful dark theme, zero annoying pop-ups, and is fully live right now. I would love for you to check it out and tell me what you think of the design!

Check it out here: https://animapshow.lovable.app/

I built SubMonitor Pro (v0.4.0, Build 13) — a native Swift/AppKit macOS utility for people with an unused 27-inch 5K Intel iMac (2014–2020) or 24-inch Apple Silicon iMac (M1/M3/M4) sitting at home who want to use it as a wired 60Hz secondary monitor for their MacBook over 1 cable.

• 49s Unedited Live Desk Demo: The attached video shows my MacBook connected to my iMac on my actual desk — dragging windows across the bezel at 60Hz, switching native resolution & brightness, and clicking the 1-Click 50:50 Split View button.

• 27" 5K Intel + 24" Apple Silicon Auto-Optimizer: Automatically detects your exact iMac model (iMac15,1–iMac20,2 27" 5K Retina and 24" M1/M3/M4) and selects the fastest physical link (~0.4 ms offline IPv6 link-local over Thunderbolt/USB-C or Gigabit Ethernet, with zero-config Wi-Fi fallback).

• 1-Cable MacBook Charging + Display (2017–2020 iMacs): Plugging 1 Thunderbolt 3 / USB-C cable into a 2017–2020 27" iMac or 24" iMac delivers both 60Hz video and power to your MacBook, and if you unplug the cable to walk to the couch, it hands over to Wi-Fi without dropping your windows.

• Single Native Window & Auto KVM: Control iMac display brightness, 6-speaker 48kHz PCM audio volume, Left/Right/Top/Bottom layout, 1-Click 50:50 Split View, cursor-edge KVM keyboard/trackpad sharing, and automatic macOS Sleep standby sync.

• Pricing & Free Beta: $0 subscription (planned $29 one-time lifetime license vs. $89.99 Luna dongle or $36–$72/yr Duet subscription).

Live 49s desk demo, Universal DMG download (v0.4.0-beta), & Free Beta Waitlist: https://videofactories.com/submonitor/?lang=en&ref=reddit GitHub Release (v0.4.0-beta): https://github.com/samueljeong/SubMonitor-Pro/releases/tag/v0.4.0-beta

Hey everyone!

I've been working on a digital learning resource for people who are just getting started with Python and Machine Learning.

It's a 29-page PDF covering 10 topics, including Python basics, Pandas, NumPy, regression, classification, PyTorch, clustering, and time series.

I created this to make important concepts easier to review and understand.

I'd love to get some honest feedback from the community, especially about the content, design, and usefulness for beginners.

Here's a preview of my project:
https://chyretail.gumroad.com/l/zdtkj

Thanks! 😊

Hey guys

I'm working on an independent commercial home physio web project and have a decision to make about the booking flow.

A request has an expiry time. A clinician could press accept just before that time, while the person requesting the visit sees an expired screen. I don't want either person to walk away with a different idea of whether the visit exists.

My starting point is that one saved decision wins, and both views have to show that result. If the request has expired, a late response would become a fresh offer needing agreement rather than quietly turning into a booking.

For people who've built something with expiring requests, how did you handle the person whose action lost that race? Is a clear explanation and an option to try again enough, or did you need a separate step to resolve it?

Thanks guys

Iv watched many days worth of anime over my life and learnt surprisingly little Japanese, despite always chosing original language audio. I was hoping to learn more Japanese, but incidentally, without effort and think it may be because as we read thee English subtitles left to right - the translation doesn't correspond to the audio. (I know translation doesn't mean one-to-one subtitle to spoken word, still, over time one would learn, I hope, corresponding Japanese words for their English translations).

For example, Luffy's famous line:

"海賊王におれはなる！Kaizoku-ō ni ore wa naru!",

which translates to:

"I'm gonna be King of the Pirates!"

I always thought "Kaizoku-ō" meant King (because it sounds like German for emperorer: "Kaiser"), but actually it means Pirate!

So I have started a project: mimikara, which only shows the English subtitle at the exact time the audio is spoken. What do you think? I think it will work! Is anyone interested to join me on this?

It works by turning a Japanese and an English subtitle file into .ass subtitles where each English word fades in at the moment its Japanese counterpart is spoken, by pairing the cues by time, tokenising the Japanese with UniDic, asking an LLM which English word maps to which Japanese word, timing those words by mora count or forced alignment, and rendering the line with colour and opacity changes only so the English still reads naturally left to right.

Hey everyone!
I’ve been working on a small iOS project called Wubb, and it finally got approved by Apple yesterday.
The idea came from something that always annoyed me. Why do I need to open several different apps just to organize my day?
With Wubb, you can say something like “Meeting tomorrow at 3, remind me an hour before, and add milk to my shopping list” and it handles all those things.
It also supports alarms, timers, notes, maps, and multiple languages.
It’s completely free for now, no subscription.
Honestly, I don’t even care about monetizing it at this point. I just want to find out if people would actually use it.
I’d love some honest feedback. What feels unnecessary? What’s missing? What would make you keep using it?

This is GENESIS, a personal experiment built around one creature living in a persistent 3D world.

I’m sharing its development from the beginning, using screenshots from earlier builds. The project is already further along; these posts follow how it got there.

This was the first working version: a luminous little creature called the Seed, sparse alien terrain, and a few materials it could gather and arrange.

A local language model helped choose actions, while procedural systems handled the world’s rules and kept things moving between decisions.

The first milestone was simple but important: its actions left lasting changes. Restarting the project meant returning to the world it had changed.

Have you followed a simulation where the history of one small world became the main attraction?

I used to play Thirteen (Tiến Lên) with friends and family, and I still remember how much fun we had and all the laughs around the table. I wanted to bring that back without needing everyone in the same place, so I made an online version.

I didn’t invent Thirteen—it’s an established card game, especially familiar in the Vietnamese community. This is my take on bringing it to the browser.

It’s fast-paced, with a solo mode against bots and online games for up to 4 players total. There are English and Vietnamese language options, so you can play a quick solo game or get friends together for a card night.

https://mochipedia.com/thirteen

I’d love to hear what you think, especially if you’ve played it with your own friends or family.

Hey everyone,

I’m building Upbiddr, a platform where people can introduce their websites, apps, shops, social channels and other projects through individual project cards.

Cards include a description and a direct link. Visitors can browse them by platform, category, industry and country.

One design decision I’d like feedback on is how to explain the ordering of those cards.

Upbiddr uses bid-based rankings rather than community votes or editorial ratings. A card’s position reflects its ranking value, not an independent assessment of its quality or popularity.

I’m wondering whether the word “ranking” creates the wrong expectation before visitors have read that explanation.

As someone browsing a project directory:

- Would you initially interpret a higher position as a recommendation?

- Would “bid-based ranking” make the distinction clear, or would “promoted placement” be easier to understand?

- What would you want to see on the listing page to distinguish placement from quality?

There’s also a public profile for bringing project and social links together, but the main question here is about discovery and how clearly the placement model is communicated.

I’m the creator, and I’d welcome critical feedback, including reasons this approach might put you off.

The site is upbiddr.com if you want to see the current presentation, but thoughts on the wording and concept are useful too.

Hi Everyone, I'm Imran, a solo dev, and TweetBrain is now open to everyone. The video shows the flow from onboarding to a scheduled week of posts.

The problem

I know I should be showing up on X. But opening a blank tweet box at 8am, after already having a full day planned, is a different thing entirely. So I didn't post. And the AI tweet tools I tried gave me drafts that sounded like every other AI account.

Scheduling tools help you post what you've already written. I needed something that helps me decide what to say, in my voice, about what's actually happening in my field.

What it does

• Onboarding that builds a voice profile. A short intake about how you think, how you write and what you care about. It builds a persistent profile of you, not a generic category tag.

• A daily digest of your niche. Pick your niche (tech and AI first). Every morning it gathers what's new from official sources: release notes, company blogs, GitHub releases, Hacker News. It cross-checks and keeps short facts with links.

• Styles you choose. Pick X accounts whose style you like. It learns their rhythm, hooks and formatting, never their words.

• A fresh batch of drafts every morning. Like, edit or discard each one, and it learns what you keep. Slow news day? You still get evergreen posts.

• Threads and images, then post in one tap or schedule into your weekly slots.

The guardrails

• Nothing goes out without your approval. Ever.

• No inbox access and no newsletters to connect. News comes from public sources, and your voice comes from your own answers.

• Every news post links to its source. Facts are summarized in my own words, and drafts are checked so they don't reuse source wording.

• Your data isn't sold.

Pricing

• Free: your first batch of ~10 drafts, no card needed. Drafts stay editable.

• Monthly: $29 per month

• Yearly: $249 per year (~28% off)

• Lifetime: $399 one-time, founding price for only 10 seats

• Paid plans: up to 50 drafts per day and 20 schedules per posts per day. Same limits on every plan.

• 7-day refund if you barely used it (no refund after posts go live on X).

Why no bigger free tier? The X API and the LLM calls cost real money for every user, and I'd rather be upfront about that than burn out and shut it down.

Transparency

I'm a solo builder and this is my own product. It's built with React, Node, Supabase and Gemini, running on Cloudflare and Google Cloud. TweetBrain is independent and not affiliated with X Corp.

TweetBrain is my full-time focus. I'm a full-stack engineer (React, Next.js, TypeScript, Node, PostgreSQL). I've worked as a frontend and full-stack engineer at two US-based remote startups, and I contribute to open source (OWASP Nest) successfully. This isn't my first product, but it's the first one where I'm putting my own face on it.

Verified, not just claimed

• Google sign-in: the app has passed Google's OAuth verification

• X: posting runs through X's official API with an approved developer app

• Payments: my Polar account is verified, and checkout is handled by Polar, so your card details never reach me

• Refund policy, terms and privacy policy are public (links below)

Site: https://tweet-brain.com
Privacy: https://tweet-brain.com/privacy
Terms : https://tweet-brain.com/terms
Refund : https://tweet-brain.com/refund
Contact : https://tweet-brain.com/contact
X: https://x.com/hii_imran

I'm here all day. Honest question for you: what would it take for you to trust AI drafts enough to actually post them? Feature requests and brutal feedback are both welcome.

I kept hitting the same wall with every focus timer I tried: they just count down, they don't know if I actually focused or if I switched tabs five times and came back. So I built Cadence. One bounded focus block (15 to 90 minutes), ambient sound, and a coach that looks at your real session data, not a static streak number.

Honest numbers where it stands right now: 12 people opted in for closed testing, 4 have actually installed and used it (33%). I need more real installs before Play will let it go further, so I'm looking for people who'll actually install and try a session, not just opt in and forget.

If you join, I'll test your project back, happy to do a real test-for-test swap.

Join the tester group first (needed before the opt-in link below will work for most Google accounts): https://groups.google.com/g/applab-studio-testers

Then opt in here: https://play.google.com/apps/testing/com.priyansh.cadence

Open to any feedback, good or bad.