1. Smart TV owners hand the cleanup to an AI agent
Owners of Android TV sets are using Anthropic's Claude Code agent to strip sponsored home-screen rows, background tracking software and sluggish default launchers from their televisions, a practice that spread across X over the weekend of October 17 and 18, 2026. The method needs no root access, and every change can be undone. The open-source cleanyourtv project, which packages the approach, now lists tested setups for 107 TV models from 37 brands.
The trend has picked up a name of its own: vibe coding your TV. The idea is simple. Instead of writing scripts or hunting through forum threads for the right commands, an owner tells an AI agent what the television should do and lets the agent work out the technical steps on the home network.
The appeal is easy to understand. A television is one of the few household devices that is switched on for hours every day, and its manufacturer typically keeps a hand in the experience long after the sale. Sponsored tiles, preinstalled apps and data collection are part of the business model, so the owner who paid for the hardware also becomes a source of advertising revenue each time the set is turned on.
For readers unfamiliar with the terminology, a launcher is the home-screen program of a television: the grid of tiles, rows of recommended content and shortcuts that appears when the set is switched on. On many budget and mid-range sets that launcher is the source of both the slowdown and the advertising, because the manufacturer fills it with paid placements and keeps several background services running to support them.
2. How did one developer's parents' TV start it?
The episode that set off the wave came from a developer who posts as Gathin T. On Saturday he described his parents' Xiaomi television, where an advertisement had to be dismissed before the Netflix button could be reached. He gave Claude Code the model number of the set and asked it to fix the problem.
According to his account, the agent located the television on the home Wi-Fi network, disabled 25 Xiaomi software packages and wrote a replacement home screen. Gathin said the result looked like an Apple TV. He then published the instructions he had used as an open-source project called cleanyourtv, so that others could repeat the process on their own sets.
The project's design choices are deliberate. It disables applications rather than deleting them, which means nothing is permanently removed, and it ships with a restore script that reverses the changes. As of Tuesday, October 20, the repository had about 10,700 stars on GitHub, 1,200 forks and 85 open pull requests, which are proposed code changes from outside contributors. Gathin's donation page stated that a few thousand people had followed the same steps within two days.
3. What is Automatic Content Recognition and why does it matter?
Many modern televisions run Automatic Content Recognition, usually shortened to ACR. The technology fingerprints whatever appears on the screen, whether it comes from cable, a games console or a device plugged into an HDMI port, and matches it against a database so that advertisers can target viewers by what they watch. It is one of the main reasons that tracking software ships on consumer TVs.
The practice has attracted legal attention. In December 2025, Texas filed lawsuits against Sony, Samsung, LG, Hisense and TCL over the way their televisions collect viewing data. The state alleged that the sets capture a screenshot every 500 milliseconds, or twice per second.
Regulators have been examining the issue for years. In 2017, Vizio paid $2.2 million to settle charges brought by the Federal Trade Commission over collecting viewing data from 11 million televisions without consent. In 2024, Walmart bought Vizio for about $2.3 billion, with executives pointing to its profitable and fast-growing advertising business. The sale showed how much value the industry places on the screen in the living room.
The consumer-protection argument is that viewers rarely understand how much of their activity is observed. A person watching a film from a games console or a streaming stick may not realize that the television itself is recording a fingerprint of the picture. Disabling the relevant packages does not change what the manufacturer has already collected, but it can stop further collection on that set.
4. What is vibe coding, and why is Claude Code suited to this job?
Vibe coding means describing a goal in plain language while an AI model writes and runs the code. The term was coined by Andrej Karpathy, a co-founder of OpenAI, in 2025. Earlier in October, gamers used Claude-based agents to reverse-engineer video games for modifications, including one that put Minecraft into Elden Ring.
Claude Code fits the television task because it can execute commands directly on a computer rather than only suggesting them. Android TV sets include the Android Debug Bridge, known as ADB, a developer tool for controlling a device from another machine. Owners unlock it by opening the settings menu and tapping the Build number seven times, which enables developer mode. After that, a computer on the same network can issue commands to the television.
From there the agent works in stages. It connects through ADB and lists the applications installed on the set. It then flags those that serve advertisements or run telemetry, meaning background reporting of usage data, and disables them. Because the agent is also able to write software, it can go further and build a new interface from scratch.
The shift is notable because the barrier to this kind of customization used to be knowledge. Disabling system packages over ADB has long been possible for enthusiasts who were willing to look up the package names for their particular model, and a wrong choice could leave a set stuck. An agent that can identify the model, read the installed software list and decide which entries are advertising or telemetry compresses that research into a few minutes.
5. What have people built beyond removing ads?
Several users have treated the debloating step as a starting point. Mihir Gupta replaced a 192 MB stock launcher with a custom one of 83 MB, disabled 25 applications and added rotating wallpapers. Ansub Khan reported about 90% more free memory on his parents' older Android TV after the cleanup. Ryan Doyle gave Claude the product listing for his television and ended up with a screensaver that displays his revenue and new Stripe payments.
Others went for more personal designs. Rod Pers swapped the advertisements for a live 3D model of his apartment that can control the lights and a ceiling fan. Adrian Friend built a minimal interface in the Rive animation tool as a quick, playful project. Another user cleaned up his grandmother's television, and she is pleased with the outcome.
A competing project, dumbtv, targets Amazon Fire TV. It disables about 65 packages, including ACR software, and installs a 41 KB launcher that has no internet permission. Its pitch is a minimal setup: a handful of apps, the HDMI inputs, a clock and nothing else.
Taken together, these projects suggest that owners want more than a quieter screen. Many want a television that behaves like a small computer they control, with the interface, memory use and displayed information chosen by them rather than by the vendor.
6. Which televisions can be changed this way?
The approach is not universal. The cleanyourtv tool works fully only on Android TV and Google TV sets from brands such as Sony, TCL, Hisense, Philips and Xiaomi. Samsung televisions run Tizen and LG sets run webOS, which are different systems, and the tool does not cover them. On Fire TV it supports only the cleanup portion, not the custom interface.
LG owners have still found ways to debloat their sets, although they have not rebuilt the interface the way Android TV users have. One user posted on October 20 about removing what he called spyware from an LG television and enjoying a simpler layout. For privacy-minded owners the effort may be worthwhile, since security experts have shown that LG televisions can track location and collect voice data even when they appear to be switched off.
7. What can go wrong with a DIY television fix?
The project's own readme carries a warning. Network ADB is unencrypted, and on some firmware versions any device on the same Wi-Fi network can take control of the television while debugging is enabled. Users are told to switch debugging off once they finish.
Mistakes also happen. One user said he bricked his television, meaning it became unusable, after the agent uninstalled the operating system while attempting to reboot the set, according to his October 19 post. Another user got stuck partway through a Fire TV cleanup.
The AI tool itself has carried security concerns. Earlier this year Microsoft found that hidden instructions could make Claude Code expose credentials, and Anthropic patched the flaw in May. One X user offered a lighter piece of advice: do not explain the process to your parents, because they own other devices with model numbers.
The reversible design is the main safeguard. Because applications are disabled rather than removed, a user who dislikes the result, or whose set misbehaves, can run the restore script and return the television to its original state, provided the set still boots. The reports of bricked or stalled sets show that the guarantee has limits when an agent takes unexpected steps, which is why cautious users are advised to read what the agent proposes before approving it.
8. What comes next for the do-it-yourself TV movement?
The cleanyourtv repository remains active, with hundreds of forks and dozens of pending code changes, and its list of supported models is expected to grow as contributors test additional sets. Rival projects such as dumbtv show that the idea is spreading beyond a single platform.
The larger tension is unresolved. Manufacturers continue to earn money from advertising and viewing data, while regulators in Texas and elsewhere test how far that practice can go. Meanwhile, anyone with a compatible television, a computer on the same network and an AI agent can now take back control of the screen in an afternoon, at the cost of some technical risk.