u/No_Recording_3322

Will agent-driven AI change how supplier discovery works for founders in the future?

I’ve been thinking about how supplier discovery is evolving for early-stage entrepreneurs and small ecommerce operators. Most people still rely on platforms like Amazon, Alibaba or similar marketplaces as an initial starting point. But the reality is the actual sourcing process quickly moves outside those platforms into messaging, vetting, and coordination with suppliers. I’ve recently been testing Accio Work to understand whether parts of that fragmented workflow can be streamlined. Especially things like supplier research, outreach, follow-ups n keeping track of multiple conversations across different time zones. What stood out is that it doesn’t really feel like 'searching for suppliers' in the traditional sense anymore. But more like delegating the execution of the process itself. Its made me curious whether marketplaces will continue to be the main entry point. Or whether they gradually become just one input source that agent systems operate on top of. At the same time, I still think there are clear limitations. Trust is still a major factor, pricing context is easy to misread and supplier relationships still depend heavily on human judgment that automation can’t fully replace. Where I do see improvement is speed and coordination, especially when managing multiple suppliers at once. Curious how other founders here see this. Are agent-based systems going to replace supplier discovery workflows or just sit on top of them as a support layer?

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u/No_Recording_3322 — 1 day ago
▲ 2 r/hilux

2022 Hilux rear diff whining only in 5th and 6th gear after towing caravan

Last month I used my 2022 Hilux SR 2.8 auto to tow a 2.1 tonne caravan for the first proper long trip since buying it. The drive itself was smooth, temperatures stayed normal, and the truck never felt overloaded. But about a week later I started hearing a very specific whining noise from the rear diff area. The sound only appears between 85 and 105km/h in 5th n 6th gear under light throttle. If I accelerate harder, lift off completely or manually force a downshift, the noise disappears almost instantly. It sounds like a faint high pitched hum mixed with a slight vibration through the floor. I changed the diff oil early to inspect it and found a light metallic shimmer on the magnetic drain plug, but no large metal fragments. Oil level was still perfect and there are no leaks around the pinion seal or axle ends. Tyres were rotated and balanced recently so I’m confident it isn’t road noise. This truck is one of the imported japan toyota hilux variants with the factory electronic rear locker. I also noticed several rebuild kits and pinion bearing sets online matching my diff code. Which made me wonder how common this actually is. Has anyone experienced this exact higher gear diff whine after towing and what component ended up causing it?

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u/No_Recording_3322 — 1 day ago

Has anyone upgraded their holiday cooking setup lately?

Last weekend I hosted a family dinner and realized how much time I waste trying to mash potatoes by hand while juggling everything else in the kitchen. I usually enjoy cooking from scratch, but after peeling, boiling, seasoning, and cleaning dishes, my arms were completely done before dessert even made it to the table. That sent me searching for small kitchen tools that actually make life easier without turning the counter into a cluttered mess. I recently came across an electric potato masher while browsing online and some cooking forums, and now I am curious if anyone here has actually used one long term. The videos make it look smooth and quick, especially for larger batches, but I have learned that product demos can hide a lot of annoying details like weak motors, difficult cleaning, or awkward storage. I am mostly looking for something reliable enough for weekly cooking, not just holiday dinners. If you have tried one before, did it genuinely save time and effort, or did it end up sitting untouched in a cabinet after the first few uses? I would also love recs from people who cook for bigger families because durability matters more to me than fancy extra attachments or gimmicks

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u/No_Recording_3322 — 2 days ago

Why do some jackets feel perfect once, then impossible to replace later?

I’ve been trying to improve my outerwear collection recently, and I didn’t expect finding the right jacket to be this difficult. A lot of pieces look amazing online with sharp fits, clean details, and great styling, but once they arrive, something always feels slightly off. Sometimes the fabric feels too stiff, other times the fit changes once layered, and occasionally the proportions just don’t work the way the photos suggested. What made this more frustrating is that I bought a varsity jacket a few months ago that somehow got everything right. The weight felt balanced, the sleeves sat naturally, and it worked with almost anything I wore. Since then, I’ve tried finding something similar and realized how inconsistent jackets can feel even when the designs look nearly identical online. Out of curiosity, I even checked a few online listings to compare fabrics, construction details, and how different manufacturers approach similar styles. It made me notice how small things like lining, stitching, and fabric weight completely change how a jacket feels in person. For people here who collect or wear jackets regularly, what details do you pay attention to before buying? Have you found certain materials or fits that consistently feel better long term?

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u/No_Recording_3322 — 2 days ago

Are wood wall dividers a good idea for a small apartment?

Hi everyone, I’m trying to rethink a small open-plan apartment n I’m considering using wood wall dividers to create separation without permanent construction. I’ve seen a lot of options online but it’s hard to tell which ones are actually stable. And which are just lightweight decor pieces. I’m mainly looking for something that divides space but still lets light through and doesn’t make the room feel boxed in. Has anyone here bought from specific brands or local stores that actually hold up over time? I’ve been looking across a mix of local furniture shops, IKEA-style budget options, and bigger online marketplaces like Wayfair, Etsy, Amazon, and even AliExpress and Alibaba just to compare materials and pricing. Would really appreciate recommendations on brands, or even material types like solid wood vs engineered options, especially for small apartments where space matters. Any suggestions or experiences would help a lot thanks in advance. I’m open to both budget-friendly and higher-end options as long as they are durable and easy to move if I change layouts later. Main goal is keeping the space flexible while still having a clean modern look that doesn’t overwhelm the room. Any recs would really help me decide what to go for. Thanks in advance

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u/No_Recording_3322 — 6 days ago

Is a dirt bike practical for casual mixed riding or should I consider something else?

I’ve been thinking about getting a dirt bike mainly for casual riding and short exploration around my area. But I’m trying to be realistic about whether it actually fits what I want to do. I’m not looking for anything extreme or track focused, just something simple that can handle a mix of surfaces like dirt paths, rough streets, and light trails without feeling too complicated to manage. What’s making this tricky is that I keep seeing very different opinions depending on who you ask. Some riders say a dirt bike works well for flexible riding as long as you keep up with basic maintenance, while others suggest it’s better to choose a different type of bike if most of your riding is still on roads. Since I’m still learning, I’m trying to prioritise something that feels easy to control, reliable, and not constantly needing adjustments. I even checked a few listings online and looked at Alibaba just to compare entry level models and understand how pricing and builds vary across different setups. That helped a bit, but it also made it harder to understand what actually matters most for casual use. For riders who do both street and light off road riding, does a dirt bike actually make sense for this kind of mixed riding, or is there a better beginner option?

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u/No_Recording_3322 — 6 days ago

Looking to buy large chinese vases from collectors, what should I watch for?

I’m starting to get into collecting studio pottery and ceramic pieces, n I’m specifically looking to buy large chinese vases from people who already own or trade them. I prefer buying directly from collectors or individuals rather than retail shops coz it feels like there’s usually more transparency about condition and how the pieces have been handled over time. Most of what I’m interested in are tall floor vases with traditional forms and detailed glaze work. Ideally pieces that still feel authentic rather than heavily reproduced decor items. Since I’m still fairly new to collecting, I’m trying to understand how experienced collectors here evaluate quality, especially when buying secondhand from other members. I’ve been browsing different marketplaces and community posts to get a sense of pricing and styles.I even checked a few Alibaba, Etsy, eBay, Chairish, and even 1stDibs listings just to compare how similar designs are produced at scale. That helped me spot some obvious differences, but it also made me realize I still have a lot to learn about what matters most when judging a piece in person versus online photos. For collectors here, when you’re selling or trading large chinese vases, what information do you usually include to help buyers feel confident about condition, authenticity, and fair value before making a decision?

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u/No_Recording_3322 — 6 days ago

I’ve been researching options for my first adult dirt bike and I’m trying to figure out what actually works well for someone completely new to riding. Most of the advice online seems split between people recommending smaller beginner bikes and others saying you should start bigger so you do not outgrow it too quickly. Since I do not have much riding experience yet, I’m trying to focus more on control, comfort, and reliability than outright speed or performance. My riding would mostly be simple trail riding, dirt roads, and casual weekend riding rather than motocross tracks or jumping. I want something that feels manageable to learn on but still capable enough that I would not immediately want to replace it after a few months. I’m also hoping to avoid buying something that turns into a constant maintenance project because I’m still learning basic mechanical stuff myself. I even spent some time comparing different setups and parts online. Including a few eBay, Alibaba and Facebook marketplace listings, jus to understand what styles and engine sizes are most common for entry level bikes. That helped a little, but it also made the choices feel more confusing because there are so many opinions on what beginners should start with. For riders who started later as beginners, what bike ended up being the easiest and most confidence inspiring to learn on?

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u/No_Recording_3322 — 6 days ago

I’m trying to figure out what direction to take and could use some advice from people with real hands-on experience. I’m in the US and I’ve been looking at options for something simple for trail riding and light off-road use around my area. Nothing race-focused, just a reliable setup that can handle dirt paths, small hills, and the occasional rough section without turning into a constant maintenance project. I started researching parts and complete setups and even came across a few listings on eBay and Alibaba while comparing costs and components, but it’s hard to tell what is actually solid in real-world use versus what looks good on paper but becomes a headache later. Right now I’m stuck between buying a ready-made bike or piecing something together from a donor frame and an electric kit. I’m also not sure what kind of battery range is realistic for casual weekend rides without overspending or ending up underpowered. For anyone here who has built, modified, or regularly rides something similar, what should I be paying attention to before committing? Are there common mistakes people make on first builds, or upgrades that are actually worth prioritizing early on? Would you rec starting with a full bike first or going straight into a build from scratch for someone at this stage?

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u/No_Recording_3322 — 6 days ago

If you're a nice guy. And i'm sure mnajijua. Always date women who want you. Own goal unaeza jipiga ni kudate dem wewe unataka as a nice guy. Kama huamini uliza Kairo.

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u/No_Recording_3322 — 7 days ago

I’ve been exploring compact mobility solutions for short distance work use and keep coming back to stability and load handling as the most important factors. Two wheel options are common. But I’m trying to understand whether a 3 wheel electric bicycle setup would make more sense for consistent daily use.

My main focus is not top speed but predictable handling when carying tools and small packages through busy streets. I’m especially curious how different motor placements affect traction when starting from a stop with weight onboard in stop and go traffic conditions.

Battery efficiency is another area I’m trying to understand better since opinions seem mixed on how trike style frames compare with standard e-bikes. I’ve also been browsing component options and noticed a wide range of listings on Facebook marketplace and Alibaba, which makes it hard to tell what is genuinely production ready versus experimental kits.

If anyone has experience running similar setups for work or delivery routes, I’d really appreciate feedback on long term reliability, maintenance needs, and comfort over longer shifts. Practical insights from daily use would help me avoid mistakes before committing to a build decision on this setup.

Any advice from experienced riders would be greatly appreciated.

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u/No_Recording_3322 — 9 days ago
▲ 1 r/ebike

Been trying to decide between the Aventon Level.2 and the Giant Explore E+ for commuting nd would like input from people who have actually owned either bike long term. I mainly ride city roads with some light hills and I am looking for something reliable that does not need constant maintenance or attention. I have looked at used listings and also checked a few import options on Facebook marketplace n Alibaba to understand pricing differences. It is hard to compare because specs and battery claims vary a lot between sellers. For anyone who has used both, which one held up better for daily commuting and why? Trying to narrow this down for electric bikes australia commuting conditions and would appreciate real world feedback on battery life, servicing, and how each model holds up after a year or two of use in similar city environments. Main goal is to avoid buying based only on specs and instead focus on long term ownership experience from riders who have already gone through similar choices. Any advice is appreciated before I make a final decision and commit to one for daily commuting use. Thanks in advance to anyone willing to share practical experience.

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u/No_Recording_3322 — 9 days ago

Hey everyone, I need help diagnosing an issue with my harley davidson electric scooter n I’m hoping someone here has seen something similar. It was running fine until a few days ago after a short 12km ride. Now the battery drops rapidly from full to around 40 percent within minutes and the scooter cuts out when I apply throttle, especially on slight inclines.

I’ve already checked connections, fuse and wiring for obvious damage and everything looks fine. The battery is a 48V pack and still reads full voltage when idle. But under load it drops hard which makes me think it could be a BMS issue or a weak cell group.

Another thing I noticed is the controller getting warmer than usual even on short trips, which didn’t happen before. I’m trying to decide what to test first without just replacing parts randomly. Battery pack test or controller swap? I also looked at replacement options on Amazon and Alibaba but I’m not confident about compatibility. Has anyone dealt with these exact symptoms and found the root cause? Any advice on proper testing steps would really help before I spend money on the wrong fix.

Will appreciate any guidance from experienced riders here.

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u/No_Recording_3322 — 9 days ago

Hey everyone, I recently picked up a half-finished 2012 Harley Sportster build that someone abandoned midproject. It curently has a 125cc engine swap instead of the original motor. The bike starts easily n idles fine but once I’m riding, the performance feels off. The throttle response is inconsistent and under load it struggles to deliver smooth, steady power.

So far, I’ve done the basic checks. I cleaned the carburetor, replaced the spark plug, confirmed fuel flow and checked for air leaks. Nothing obvious has come up which is why I’m a bit stuck on what to try next.

At the same time, I’ve been considering a different direction. I keep seeing builds inspired by a harley davidson electric scooter concept and it got me wondering if this frame could work for an electric conversion instead.

I’ve looked through some options on eBay and Alibaba just to understand what parts are available, but I don’t want to rush into buying anything without a clear plan. I’m especially unsure about battery placement, weight balance, and how the power delivery would feel.

If you’ve dealt with similar issues or conversions, what would you focus on first?

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u/No_Recording_3322 — 10 days ago

I have been thinking about trying an automatic dog wash machine to make grooming easier at home. But my biggest concern atm is how my dog Choco would react to it in a real setting. He is not aggressive but she's definitely not a fan of bath time either. So introducing something new could honestly go either way. Sometimes he tolerates it, other times it turns into a strugle. Which is why I am even considering changing things up. The idea of having a cleaner, more controlled setup is really appealing rn especially if it cuts down on the mess and makes the process quicker. I have seen a few people mention finding options online, which made me wonder if quality and noise levels vary a lot between different machines. For anyone who has actually used one, how did your dog respond at first? Did it take a few sessions for them to get comfortable, or did they handle it better than expected right away? Also, are there certain features that seem to make the experience less stressful for dogs? Just trying to make bath time easier without making it harder on my dog.

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u/No_Recording_3322 — 12 days ago

Hey everyone, I keep seeing really strong opinions about going straight to Gators and similar two seaters and I get why. People talk about kids piling in friends, driving around the yard, and getting way more use out of them as they grow. I’ve also seen mentions of things like Peg Perego tractors, Maderno Jeeps, and even Razor dune buggies or quads being favorites depending on how adventurous the kid is. The idea of upgrading to 18v later and having something that still feels exciting after a few years is definitely appealing. It sounds like the bigger models win when it comes to stability, space, and just keeping kids interested longer. At the same time, I’ve also come across some pretty blunt experiences from people who bought a Gator expecting top quality and ended up disappointed. Things like flimsy plastic parts, low traction wheels, and designs that feel like they need modding right away to be enjoyable. That part made me hesitate since I’m not really trying to turn this into a full project build. So now I’m considering starting with a one seater car instead. It seems simpler and maybe easier for a kid to learn on. I did a bit of comparison shopping, even checking Walmart, Amazon, Alibaba, Facebook Marketplace and Craigslist and noticed many of these ride ons seem similar internally. For those who’ve tried both, did you regret not going bigger right away?

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u/No_Recording_3322 — 13 days ago

I run a small rental operation focused on events and group transport, and lately I’ve been debating whether scaling up into something bigger actually makes sense from a business standpoint. Right now I mainly handle smaller group bookings, which means multiple trips, more coordination, and sometimes missed opportunities when clients want everyone moved at once. That’s what got me seriously considering a 50 seater bus as a way to simplify logistics and potentially increase booking value per client. I’ve looked at a few sourcing options, including some listings on Facebook marketplace and Alibaba, and the pricing plus customization options are definitely tempting. At the same time, I’m trying to stay realistic about what comes after purchase. Things like maintenance, driver management, insurance, and utilization rates during off-peak seasons all factor into the decision. I’m not promoting anything here, just trying to learn from others in the space. For those who’ve made a similar move, did it actually improve efficiency and revenue, or were there challenges that caught you off guard?

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u/No_Recording_3322 — 18 days ago

I’ve been thinking about getting a kids electric scooter for my younger sibling, mainly for short daily trips around our neighborhood and maybe quick rides to school. At first, it felt like a fun and practical idea since it could save time and make moving around more convenient. It also seems like something they would genuinely enjoy using regularly. However, the more I look into it, the more uncertain I become. I checked a few local shops and noticed that while some models looked sturdy and well-built, others felt a bit flimsy or too basic for the price being asked. Safety is also a major concern for me, especially when it comes to braking performance, speed limits, and overall stability on different road surfaces. I also browsed online marketplaces including Alibaba and found a wide range of options with different features and price points. Some look impressive on paper, but it is hard to judge their real quality without seeing them in person. For those who have experience, are they reliable for daily use or better for occasional riding?

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u/No_Recording_3322 — 18 days ago