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Keep up to date on the latest products, workflows, apps and models so that you can excel at your work. Curated by Duet.

Stay ahead with the most recent breakthroughs—here’s what’s new and making waves in AI-powered productivity:

AllyHub launches an AI browser copilot that automates real work

If you've ever wished your browser could complete repetitive online tasks for you, AllyHub is worth checking out. AllyHub works directly inside your web browser to automate research, gather information, create content, organize data, and execute repeatable workflows. Rather than requiring users to constantly copy and paste between AI chatbots and websites, the platform performs many of those browser-based tasks itself, making it especially attractive for marketers, eCommerce sellers, freelancers, and small business owners looking to save time.

Xojo adds smarter AI features to help developers build applications faster

Cross-platform development platform Xojo added expanded AI capabilities, faster web performance, and broader platform support. The new release enhances AI-assisted coding workflows while continuing to simplify application development for Windows, macOS, Linux, web, and mobile. Independent developers and small software teams can benefit from spending less time on repetitive coding tasks while shipping applications more quickly.

Clockwork.ai introduces Mira, an AI financial analyst for growing businesses

Budgeting and forecasting often require expertise that many small businesses can't afford. Clockwork.ai's new Mira agent aims to solve that problem by acting as an AI FP&A (Financial Planning & Analysis) analyst that can rapidly generate forecasts, analyze business performance, and assist with financial planning. For startups and growing businesses, this significantly reduces the time spent building financial models while improving decision making

Yunara Life – An AI-powered preventive health and wellness app

Yunara Life combines a mobile app with a wellness center. Its core is a personalized AI health companion. The app analyzes your health data, using wearables, biomarker tests, lifestyle, and generates a custom preventive care plan. As you follow doctor recommended habits, which include nutrition, sleep, exercise, and screenings, the app rewards you in a gamified system. You earn points for healthy actions, which can be redeemed for self care services like massages, facials, and Botox, at Yunara’s spa. The idea is to make healthy behavior pay off in immediate perks. By blending evidence based AI health guidance with lifestyle rewards. Yunara aims to help users build long-term wellness habits. The Yunara app, which runs on iOS and Android, is free to download, and users unlock full plans and rewards through a subscription. It’s an intriguing consumer app that shows how AI can personalize and gamify healthcare to keep you motivated.

Voiskey - An AI voice-typing keyboard for Mac/Windows from Nexileap

Voiskey listens to your speech and instantly converts it to polished text. Built by a team specializing in voice and affective AI, it focuses on user intent. For example, Voiskey’s “Context Awareness” detects which app you’re using and adjusts vocabulary and tone accordingly (formal for email, technical for code comments, casual for chat). It even supports whisper mode and real time translation. In practice, you speak naturally (even quietly in public) and Voiskey “says it right” by generating context aware, well formatted text. It works like a system wide voice keyboard. Just tap to record and watch your words appear. By bridging the “expression gap,” Voiskey makes dictation fast and frictionless for writing messages, documents, code, or anything on your desktop.

AllyHub Wants to Turn Your Browser Into an AI Employee

One of the biggest frustrations with today's AI assistants is that they often stop at generating text. Users still have to manually copy information, fill out forms, organize spreadsheets, and complete repetitive browser tasks themselves. AllyHub takes a different approach by embedding AI directly into the browser where much of our daily work already happens.

Instead of acting like another chatbot, AllyHub is designed to perform multi-step workflows across websites. It can research topics, collect information, organize findings, generate marketing content, and execute repeatable online processes. This makes it particularly appealing for eCommerce businesses, marketers, content creators, researchers, and anyone whose work involves frequent browser activity.

The biggest benefit is time savings. Rather than switching between multiple browser tabs and AI tools, users can automate many repetitive tasks from a single workflow. Businesses can also reuse these workflows, allowing teams to standardize common processes while reducing manual effort.

This is a major transformation as AI shifts from simply answering questions to actually completing work. It will help everyday users spend less time managing browsers and more time focusing on creative and strategic work.

AI at Home — The Repair Bill You Don’t Have to Just Pay

Picture the last time a repair quote caught you off guard. The shop hands you a number — let’s say a thousand-plus dollars — and above it, a list of things you’re not sure you need, written in a language you don’t speak. You get that small sinking feeling. And because pushing back would mean knowing things you don’t, most of us do the same thing. We pay it.

Here’s a different move, and it costs you about ninety seconds.

If a shop sends you one of those walkaround videos — “here’s what’s wrong with your vehicle” — today’s AI apps can help you make sense of it. Upload a photo of the written estimate or the walkaround video and ask the app to translate the whole thing into plain English. Because you can tell it exactly what you’re dealing with, it can help you spot the kind of thing a rushed glance misses.

Take a situation that comes up all the time. A shop flags all four shocks on an SUV as “leaking” and quotes a big repair. Upload the written estimate and the walkaround video, tell it the exact year, make, model, and trim, and let it help you build your list of questions: what in the video actually points to a leak versus light surface residue, what should be confirmed on a lift, and whether there’s a warranty, recall, or service bulletin worth checking before you approve anything.

Now you’re not paying a bill you don’t understand. You’re walking back in with one specific question: is that an actual leak, or just light surface residue?

You don’t have to be handy. You just need a fast second opinion from a tool that can now see — and that’s the whole idea behind this one.

A while back I wrote about pointing AI at your health — the “AI doctor” that can explain a diagnosis or make sense of a lab result. This is that same muscle, aimed somewhere lower-stakes and honestly more fun: your garage, your kitchen, the blinking box in the utility closet. Because the single most underused thing about modern AI is that it has eyes now.

Show It, Don’t Just Tell It

The big unlock: the major AI apps — ChatGPT, Claude, and Gemini — can all look at a photo, video, or read a document you upload, and some can even use your phone’s live camera. Most of us still just type at them. But for real-world house-and-car stuff, showing beats telling every time. You don’t have to know the name of the part, the code, or the problem. You just point.

The all-purpose move looks like this:

“I’ve attached a photo or document. Tell me what I’m looking at, what might be wrong, and what my options are — from ‘ignore it’ to ‘call a pro.’ Ask me questions if you need more detail.”

That last line matters. The AI gives far better answers when it knows the make, the model, the age, the symptom. Let it interview you.

One quick habit before you upload anything: crop out what the app doesn’t need to see — faces, your home address, account numbers, a license plate, the VIN. It only needs the part, the code, or the line items.

Now the specific plays.

Decode the Blinking Light

Your dishwasher flashes a code. The furnace blinks a pattern — three short, one long — like it’s signaling a passing ship. There’s a manual that explains it somewhere, but it’s long gone, and searching gets you fourteen contradictory forum answers.

Snap a photo of the code (or count the blinks) and ask:

“My Bosch dishwasher is showing this code. What does it mean, how urgent is it, and what can I safely check myself before calling anyone?”

You get the translation, plus a ranked list — the free stuff to try first, and an honest “this one needs a technician” if that’s where it’s headed.

Identify the Mystery Part

Every repair leaves one screw left over. Every junk drawer has a bag with a Whatever-This-Is in it. A plastic clip snaps off the fridge shelf and you don’t even know what it’s called, which means you can’t search for a replacement.

Take a picture. Drop a coin next to it for scale.

“What is this part, what’s it likely from, and what would I search to buy a replacement? There’s a quarter next to it for size.”

Naming the thing is half the battle. Once the AI tells you it’s a “refrigerator shelf end-cap trim,” you can hunt down that one small part instead of buying a whole new shelf.

Sanity-Check the Quote Before You Pay

This is the move from the top of this piece, and it works on almost any big estimate — car, HVAC, plumbing, roof, appliance. Photograph the written quote or upload the walkaround video and ask:

“Here’s a repair quote for my vehicle — [year, make, model, mileage]. Walk me through each line: is it a normal thing to need at this age and mileage, is the price in a reasonable range, and is there anything here I should question — or check against the warranty, a recall, or a service bulletin?”

You’re not trying to prove the shop wrong. Plenty of quotes are perfectly fair. You’re trying to walk back in with specific questions instead of a blank stare. “Is this normal wear for this mileage?” is a very different conversation than “um… do I really need all this?”

One honest caveat, because it’s the whole point: an AI can talk you out of a repair you needed just as easily as it can flag one you didn’t. It’s there to sharpen your questions, not to overrule the person who can actually put the car on a lift. Confirm the real diagnosis before you skip anything that touches your safety.

Read the Manual You Lost

Nobody has the manual. But you can usually find the PDF online in ten seconds, or just photograph the control panel and ask.

“How do I reset the filter light on this microwave?”

“What does this setting actually do?” — with a photo of the thermostat.

“It’s making this sound — kind of a rhythmic clicking. Normal, or not?”

It’s like having the manual back, except you can ask follow-up questions and it answers in plain English instead of nine languages and a fold-out diagram.

Troubleshoot Before You Sit on Hold

The Wi-Fi’s down. The router has four lights and one of them is a color you’ve never seen before. Before you spend forty-five minutes with support reading you a script:

“My internet’s out. Here’s a photo of my router’s lights. Walk me through what to check, simplest things first.”

Half the time it’s the “unplug it for thirty seconds” fix and you’re back online in four minutes. The other half, you show up to the support call already knowing what you’ve tried — which is the difference between one call and three.

The One Rule: Second Opinion, Not the Final Word

Here’s the guardrail, and it’s the most important paragraph in this whole piece.

AI is a fantastic second opinion. It is not the final word. It can misread a photo, mix up one model for another, or state a wrong spec with total confidence — the same friendly, fluent certainty whether it happens to be right or not. That’s exactly why the smart version of the repair story ends with a question for the shop, not a decision made in the parking lot.

So here’s the line I draw. Use it freely for the cheap, reversible, low-stakes stuff — identifying a part, decoding a light, understanding a quote, resetting a filter. But when it’s dangerous, expensive, or hard to undo — anything involving gas, electrical wiring, structural work, water where water shouldn’t be, or anything still under warranty — the AI’s job is to help you ask a smarter question, not to be the one who signs off. And if you ever smell gas or see scorch marks, close the app and call a human. Right now.

Used that way, it isn’t replacing your mechanic or your electrician. It’s making you the kind of customer who’s harder to upsell and easier to actually help.

So the next time something in your house beeps, leaks, or flashes a code at you, notice that little flinch toward your wallet — and reach for your phone first. Point the camera at the problem and ask. Worst case, you’re out ninety seconds. Best case, it’s money that stays in your pocket.

Partner Spotlight: AutoDoc by Duet Display

AutoDoc is a free, open source meeting recording app from Duet Display. It runs locally on your computer, so none of your private meeting data ever leaves your computer. AutoDoc captures audio, video and your notes together; it syncs everything so you can see exactly what was said alongside any slides or demos that were presented. AutoDoc’s local first design means you keep full control of your data. An installer is available those who just want to use the app. Start capturing every meeting and never miss an insight. Currently it is available for Mac but Windows is coming soon. Visit getAutoDoc.com to download AutoDoc for free.

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Stay productive, stay curious—see you next week with more AI breakthroughs!