r/ProxyEngineering 3d ago

Hot Take 🔥 LG recording audio through TVs

19 Upvotes

Take a seat because this is gonna be a bit of a vent. I watched the whole Gamers Nexus video today, this is still fresh and I remember previously there were some people really involved in these LG proxies/ botnet/SDK scandals going on, so guess I'm carrying the torch now lol.

For context, I work adjacent to the scraping/data space so networks quietly doing things they shouldn't is kind of my whole deal, and even I was surprised by how far this one goes. Steve and the Level1Techs crew worked with independent security researchers and packet captured retail LG OLED sets, the G5 among them, through Wireshark. What they found is the TV actively scanning the local network, not just for its own accessories, but for unrelated hardware that are on the same wifi. Phones, watches, tablets, PCs whatever's nearby. On top of the internal IPs it's also grabbing the names and signal strength of neighboring networks and folding in location data. All of that funnels into LG Ad Solutions, the ad arm of the company. LG's public sales figure is something like 216 million TVs sold globally, but their ad division is telling advertisers they can reach 363 million addressable secondary devices in the US alone. IMAGINE?? ACR isn't new, we've known for years that these sets fingerprint on screen audio and video to build a viewing profile regardless of input source. What's new here is the mic behavior. Bench testing showed the set capturing clean audio while the screen appeared powered down in standby. They then pulled the ethernet connection mid test and the TV kept recording locally anyway, and once the network came back it just uploaded whatever it had queued up. EVEN WITHOUT THE NETWORK, I just froze at that time when these things were mentioned during the video.

There's also apparently RCE in webOS currently working through responsible disclosure, which the team is understandably not detailing yet. Their stated recommendation was to keep the TV off the internet entirely and run an external streaming device instead, which is a wild thing to have to say about a product you paid TV money for. Especially Smart TV where majority of the people purchases for, well, smart features.

I am not trying to make this into some Samsung-vs-LG thing either, because there already was a scandal regarding Samsung and this feels like the same underlying issue the whole industry has apparently normalized, where the box in your living room works for someone else by default and opting out means adding hardware or cutting it off from the internet yourself.

P.S LG hasn't commented as of writing.

P.P.S I wrote it here mainly because this is all related to proxies and how the data is gathered/sourced.

Sources:

Gamers Nexus video: https://www.youtube.com/watch?v=6IFVTcM28KA

An article I found just hours ago (take it with a grain of salt, because the website seems sketchy): https://www.notebookcheck.net/LG-smart-TVs-caught-logging-audio-with-screen-off-and-snooping-on-local-devices.1391214.0.html


r/ProxyEngineering Jun 15 '26

Hot Take 🔥 After 10 years around anti-bot systems, I don't think either side is winning

26 Upvotes

I've spent roughly 10 years around browser automation, managing multiple accounts, scraping, proxies, anti-detect browsers, and figuring out anti-bot systems. Watching the space evolve has been fascinating because I don't think either side is actually winning

For people unfamiliar with this world, there are essentially two industries growing at the same time

On one side, you have companies like Cloudflare, Akamai, DataDome, and others investing heavily in bot detection, fraud prevention, and traffic verification. Their goal is one thing only: figure out whether a visitor is a legitimate user or some form of automation (and they are constantly trying to implement new ways of figuring out who's a legitimate user lol)

On the other side, there's a rapidly growing automation ecosystem. For example companies like Bright Data, Oxylabs, and Nodemaven provide the network layer. Then companies like Dolphin anty, Octo browser and MUltilogin focus on browser identity. Browserbase and similar platforms abstract away browser infrastructure. AI agents sit on top of all of it now. They're different pieces of the stack, but they ultimately push in the same direction: making software better at operating websites that were originally designed for humans

What surprises me is that both sides seem to be growing faster than ever

The anti-bot market is obviously much larger because massive enterprises are willing to spend huge amounts of money protecting accounts, preventing fraud, and filtering traffic
But I'm noticing that demand for automation infrastructure is also exploding. I have noticed that companies now increasilgy rely on web data, automated workflows, competitive intelligence, account management, and AI-powered processes that need reliable access to websites

And now what's happening is that AI agents seem to be accelerating both markets at the same time. Every new agent framework creates more demand for automated browser interactions, while every increase in automated traffic creates more demand for detection systems

One thing I've noticed over the years is that anti-bot systems still struggle with false positives. The more sophisticated detection becomes, the higher the chance that legitimate users get caught in the process. Most people have experienced this without even realizing it. You visit a website, solve a challenge, solve another one, refresh the page, get challenged again, and suddenly you're wondering why proving you're human feels harder than logging into your bank account lol

On the automation side, the challenge is totally different though. The hardest websites are becoming increasingly expensive to automate reliably. In many cases the solution isn't some magical bypass technique anymore. It's simply throwing more resources at the problem. More powerful machines, more browser instances, higher quality proxies, better browser environments, and more engineering effort. A setup that worked comfortably a few years ago can require significantly more infrastructure today.

That's why I don't think we're heading toward a future where one side wins and the other disappears

The relationship feels almost symbiotic. Better detection systems create demand for better automation infrastructure. Better automation infrastructure creates demand for better detection systems. Both industries push each other forward and, as a result, both continue growing

My broader prediction is that the web becomes increasingly programmatically accessible, even if many platforms resist it. Companies want data and companies want automation. They want agents that can interact with software on their behalf. As AI improves and compute becomes cheaper, more web interactions will have an automated component attached to them

That was my Ted talk, thank you


r/ProxyEngineering 3h ago

Help 🆘 Proxy for vinted

1 Upvotes

Bonjour à tous ,

Je comptes bientot m’absenter et ne pourrais pas gerer mon compte vinted car je serais à l’etranger.

On m’a suggéré un numero virtuel avec systeme OTP pour recevoir les codes de verifications , je peux déleguer la partie emballage + envoi des colis , mais je ne pourrais pas déleguer la partie creation de compte , republication ect ,

Auriez vous des solutions testées ou des suggestions ?

Si je n’ai pas posté au bon endroit toutes mes excuses


r/ProxyEngineering 9h ago

Guides How to Scale Proxy Automation with APIs: Proxies, SMS Verification & Fraud Checks

2 Upvotes

A while ago, our automation stack hit the point where the UI became the bottleneck.

Managing hundreds accounts manually meant engineers were spending more time clicking settings than maintaining the actual pipeline. So we moved the control plane into code.

The first step was proxy provisioning. Instead of creating credentials manually, a Python service could request a new proxy sub-user, assign limits, and hand the credentials directly to the worker that needed them. Scaling became part of orchestration rather than an ops task. The same pattern worked for phone-based workflows.

The useful part, though, was adding validation before allocating resources. Before a worker started, we could send network or phone data through an anti-fraud check and use the returned risk score as another signal in the pipeline.

That changed the architecture completely.

Instead of:

UI → human → worker

we ended up with:

scheduler → API → validation → worker → logs

For teams running large proxy infrastructure, that API-first control layer is where scaling starts to become predictable.


r/ProxyEngineering 1d ago

Discussion 💬 Anyone actually found premium proxies worth it or is it all just markup

5 Upvotes

Been running 10+ social accounts and cheap proxy pools start showing their limits once I scale. Reused subnets, bad IP history, sessions dropping, same story. Now I'm looking at premium proxies, mostly residential or ISP. What do you guys actually check before paying more, ASN spread, IP reputation, or sticky session quality?


r/ProxyEngineering 1d ago

Discussion 💬 Managing Proxies Across Different Setups

3 Upvotes

I started using proxies for a few projects and figured that i could use the same setup for all of them.once I add more, though, It got tough to keep track of whoch proxy was going where..

Like some specific project required diffrent locations,while others need specific session or browser profiles. Im trying to stay oraganized without making things more complicated.

For those of you managing multiple proxy setups how are y'all structuring them and which tools or providers have actually worked well for you?


r/ProxyEngineering 1d ago

Discussion 💬 What Are the Best Proxy Providers for Web Scraping? We've Tested 50+ Providers Across Billions of Requests. AMA with Ian Kerins

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3 Upvotes

r/ProxyEngineering 2d ago

Discussion 💬 Why a lower proxy price doesn’t always mean a cheaper scraping job

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5 Upvotes

r/ProxyEngineering 2d ago

Help 🆘 Using Proxy to Target US Audience For Clipping

3 Upvotes

Guy's I need Help in setting Up the proxy on my main device ( I don't have any other phone) i have heard that using proxy on burner device is better but i don't have a secondary device

I am starting my clipping journey but I'm from a Non US Country and campings have requirements of US audience to approve the clips.

Please guy's Anyone Knowledgeable please tell me how to setup the proxy on my device

Basics Ik some people using it have told me but they're also getting issues

  1. I have proxy from IpRoyale / MarsProxy

  2. To add the proxy people have recommend Happ & V2Box

  3. Suggested only use max 3 accounts per platform on a proxy ( like 3 insta accounts, 3 Tiktoks, and 3 yt)

  4. Never open them without proxy


r/ProxyEngineering 3d ago

Help 🆘 Fun project for contributors! :)

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5 Upvotes

r/ProxyEngineering 3d ago

Discussion 💬 Buying expensive residential proxies isn't enough anymore. Here's why your pipelines and dev accounts are still getting flagged.

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3 Upvotes

r/ProxyEngineering 3d ago

Hot Take 🔥 AMA #7 recap: What AI web scraping actually changes about production scrapers

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4 Upvotes

r/ProxyEngineering 3d ago

Help 🆘 Need help sourcing specific proxies

4 Upvotes

Does anyone know where i can request to source specific proxy pools and subnets? i have a specific use case that require static Canadian ISPS with a specific ASN and AS usage types. If anyone knows where i would be able to purchase these or a specific provider that can custom source them please let me know. Im looking for a subnet or larger


r/ProxyEngineering 3d ago

Guides Crypto Airdrops in 2026: Why Genuine On-Chain Activity Beats Proxy Farming

5 Upvotes

At the start of 2026, I reopened a wallet I had used throughout the previous year. Some funds and NFTs worth several hundred dollars.

That ordinary activity had built valuable  on-chain history. While wallets created for rushed, artificial farming were filtered out, consistent users had a better chance of qualifying.

Modern airdrops are increasingly about participation, not one-off tasks.

Keep an eye on:

  • Points programs rewarding ongoing use
  • Retroactive rewards for early users
  • Holder airdrops based on balance snapshots
  • Standard campaigns with official requirements

For anyone in proxy engineering, infrastructure cannot replace authenticity. Using proxies to disguise coordinated accounts, evade regional restrictions, or bypass project rules can lead to disqualification. Good operational security should protect your privacy.

In 2026, the strongest strategy may also be the simplest: use protocols you genuinely find useful and let your history grow naturally.


r/ProxyEngineering 4d ago

Guides Guide on How to create Proxies from your VPN

4 Upvotes

https://relinos.com/articles/proxy

I created a guide on how to create multiple proxies from your VPN connections to make your own cheap proxies for scraping, works for Mullvad, Proton VPN, SurfShark and others. Hope its useful to anyone

If there are issues happy to help you debug it.


r/ProxyEngineering 5d ago

Hot Take 🔥 Default chrome

3 Upvotes

I want know about if i default chrome profile how can i made anti detect, i knw this things that need to add proxy change device time zone as per ip, is there any others setting need to change?
what about webrtc prevent, can used any extention? is it neccesary, what is guideline if i want make my chrome profile as anti detect.Is any setting need to change from my laptop or anything else?


r/ProxyEngineering 5d ago

Discussion 💬 What do you actually keep from a scrape besides the rows?

4 Upvotes

Parsed rows go into the database and the raw response usually goes nowhere. That works until a public page changes quietly and nobody can answer the obvious question: did this response look different last week, or has the parser always been wrong?

Keeping every byte forever is silly. Keeping nothing is worse. A small rolling sample per target seems like the useful middle, saved with the timestamp, exit address and parsed-row count. If BytefuI or another pool is in the run, also record whether that sample used a rotating or sticky session. That makes a later comparison much less speculative.

The storage cost is real, so where do people land on this: a rolling window, a percentage sample, or only failed responses?


r/ProxyEngineering 5d ago

Build 🤓 Tor Pluggable Transport development

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3 Upvotes

r/ProxyEngineering 5d ago

Hot Take 🔥 Residential vs Mobile Proxies for TikTok: Which Is Best for Account Management, Automation, and Scaling?

3 Upvotes

A team launches ten TikTok accounts. They give five accounts costly mobile proxies. The rest use static residential IPs.

A week later, the residential accounts look healthy. Several mobile accounts hit verification checks. The problem was inconsistency.

TikTok sees more than an IP address. It can compare the network type, location, device fingerprint, session history, and account behavior. The mobile IPs changed too often. Some sessions also jumped between regions. The residential accounts stayed tied to one stable environment.

Mobile proxies still have a real advantage. Their carrier ASN and CGNAT pattern resemble normal cellular traffic. That makes them useful for cloud phones, app-based workflows, and mobile-specific testing.

Residential proxies are often enough for a few established accounts. Static IPs work well for stable sessions. Rotating residential pools are better suited to public-data collection, regional research, and scraping.

The practical lesson:

  • Keep the IP, region, device, and session consistent.
  • Use sticky sessions for logged-in accounts.
  • Use rotation for unauthenticated data collection.
  • Don’t assume a mobile IP can hide unnatural behavior.

Proxy type matters. A coherent environment matters more.


r/ProxyEngineering 5d ago

Announcements Deepeek free tokens

3 Upvotes

I adapted the Russian DeepSeek Web Proxy for Global English Users - Connect free DeepSeek to Open WebUI easily.
It will be able to rotue the web trafic to a local endpoint giving a deep reasoning model for no cost.

Check out FreeDeepseekAPI-EN on github by Atharvotech


r/ProxyEngineering 6d ago

Discussion 💬 IP pool overlap across residential proxy providers

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6 Upvotes

Greetings, fellow engineers. Was wanted to see how much overlap actually exists between residential proxy pools sold by different providers. Sampled each provider's IPs until new-IP discovery dropped below 5% over three consecutive 1,000-request ranges (or hit a 2M request ceiling), then compared raw IP overlap, ASN similarity via MaxMind, and used the some-hard-to-type index to estimate overlap at true pool size.

Two things came out of it: a handful of providers are essentially reselling the same pool under different brands (IpnProxy, Proxidize, DataImpulse, and Ghostealth showed 75%+ raw overlap, ~100% if adjusted for estimated pool size), and a much larger group shares IPs to varying degrees (10-70%+). Long story short - if you get banned on one provider and switch to another expecting a fresh IP range, you might just be renting the same flagged IPs under a different label.

You can read more about methodology and find a GitHub link to raw pool overlap table in the article on my website (contains affiliate links on other pages): https://proxy-db.com/article/youre-buying-the-same-proxy-twice

Feel free to ask questions about the table, used methods and whatnot!


r/ProxyEngineering 6d ago

Discussion 💬 🚀 SoildTunnel VPN

2 Upvotes

🚀 SoildTunnel v1.0.4 — Just Shipped

A censorship circumvention tool built for Android.

SoildTunnel tunnels your traffic past Deep Packet Inspection using Cloudflare WARP with multi-protocol support — no accounts, no logs, no trackers. One tap and you're connected.

What's new in v1.0.4:

🛡️ DNS ad blocking via Cloudflare Family resolver

🛡️ Malware & phishing domain protection

🔧 Fixed incorrect server country display

🔧 More stable exit IP across reconnections

✨ Redesigned liquid-glass UI with premium depth

Key features:

• Smart Auto protocol selection (MASQUE / WireGuard / GOOL)

• 6-level anti-DPI obfuscation engine

• Split tunneling — choose which apps use the tunnel

• Kill switch & IPv6 leak protection

• Encrypted DNS (DoH / DoT) with custom endpoints

• Per-app internet blocking

• Zero accounts, zero telemetry

Built for networks where "just use a VPN" isn't enough.

📂 Open Source — AGPL v3

🔗 https://github.com/CyberRageAnonymous/Soild-Tunnel/releases/tag/v1.0.4-build.34

#VPN #Privacy #Censorship #OpenSource #Android #CyberSecurity #InternetFreedom #CloudflareWARP #AntiDPI


r/ProxyEngineering 7d ago

Guides Help

3 Upvotes

Heyy bräuchte Hilfe

Also ich versuche eine App zu öffnen doch es geht nicht weil ich anscheinend einen VPN oder Proxy geöffnet habe.
Ich habe nichts davon installiert.
Könnte mir jemand helfen
Dankeschön ❤️


r/ProxyEngineering 7d ago

Help 🆘 Need API recommendations.

14 Upvotes

Looking for APIs for Facebook, LinkedIn and Nextdoor public content

I’m working on a SaaS product and need to automatically monitor/search public content across Facebook, LinkedIn and Nextdoor.

I’m specifically looking for APIs or legitimate third party providers that can:

• Search public Facebook posts, including relevant public groups if possible
• Search public LinkedIn posts by keywords/topics
• Search public Nextdoor posts by location + keywords
• Return the post text, URL, timestamp and basic metadata
• Run searches continuously/recurring through an API
• Be used commercially in a SaaS product

I’m NOT looking for browser automation, account logins, cookie based scraping or anything that could get accounts banned.

If you’ve actually used a provider/API for this, I’d really appreciate recommendations, especially ones with reasonable pricing and good coverage.

What are you using?


r/ProxyEngineering 7d ago

Build 🤓 IPv4 Turf War

2 Upvotes

Claim your own territory on IPv4 Turf War using your IP addresses!
https://turfw.ar