AI-driven guide revives ageing Android TVs without root access

A new AI-assisted method enables owners to optimise their Android TVs, improving performance and usability without the need for rooting, marking a disruptive shift in device maintenance.

A prompt published on 29 August has turned a familiar power-user trick into a small test case for AI agents on consumer electronics. Mert Cobanov, identified by Tom’s Hardware and DDay.it as a Senior AI Engineer at Refik Anadol Studio, says he used Claude Code to clean up a four-year-old Android TV and ended up with a set that felt smoother than when it was new. Numerama reported that the guide quickly spread beyond his own experiment, with several users trying it on TCL televisions in the days that followed. (tomshardware.com)

What makes the guide notable is not that Android TV can be trimmed through ADB, short for Android Debug Bridge, but that the prompt tries to package the job into a controlled workflow for Claude Code or Codex. On Cobanov’s site, the user provides only the television model and local IP address after enabling developer options and USB or wireless debugging. The agent is then told to install or use ADB, connect over the local network, measure memory and package state before and after, and keep a written log of each change so it can be rolled back later. AVPasión said the appeal is that owners do not need root access or a long list of manual console commands. (tv.cobanov.dev)

The clean-up itself goes beyond merely switching off preloaded apps. According to Cobanov’s published prompt, the agent is instructed to halve the three Android animation scales, clear caches, reboot the set and produce a before-and-after RAM table. DDay.it added that the process also swaps in FLauncher, which it described as an open-source home screen without adverts or recommendation rows, while the site itself is available in several languages, including Italian. That helps explain why the story has travelled quickly: it is presented less as a hacker’s one-off and more as a reproducible recipe. (tv.cobanov.dev)

There is a clear reason the idea resonates. Numerama described Android TV and Google TV sets as commonly weighed down by non-removable manufacturer software, heavy recommendation panels and background services. AVPasión said the problem is especially visible on mid-range and lower-end televisions, where limited processors, memory and storage can make the interface deteriorate over time. Tom’s Hardware framed that as one reason external streaming sticks and set-top boxes remain popular, despite the added hardware and extra remote controls. (numerama.com)

Cobanov’s own description of the result, repeated by Tom’s Hardware from his X post, was blunt: “This morning, I opened the developer options on my Android TV and told Claude to connect to the TV via ADB and debloat it.” He added: “It started controlling the TV, deactivated apps, installed FLauncher. Shortened animation durations. Doing all this without root access, by the way.” Frandroid found at least one quick follow-on test from another TCL owner, Noham, who wrote on X: “C’est génial. Grace à cette personne j’ai retiré toutes les applications inutiles installées par défaut par TCL, et énormément de services Google qui font ramer la TV. Plus de pub, plus de lag, plus rien, ça m’as pris 25 minutes au plus.” (tomshardware.com)

Yet the most useful part of the guide may be its admission that the agent can still make a bad call. Cobanov says that on his own TCL television he disabled com.tcl.suspension, a package whose name looked harmless, and lost the remote’s source-switch function. Phosphene noted that this mistake directly shaped the prompt’s safety design: if the agent cannot identify a package, it is supposed to stop and ask before touching it. The same article stressed that results vary by brand and operating-system version, so a package that appears disposable on one Android TV or Google TV build may be tied to essential behaviour on another. (tv.cobanov.dev)

That is why the prompt insists on small batches and manual checks after each round. Cobanov’s instructions tell the user to confirm that the remote still works, HDMI inputs still switch correctly, Netflix and YouTube still open, sound is intact and the on-screen keyboard has not disappeared. The site also warns against disabling Google’s launcher before FLauncher has been installed and set as the default, because that can leave the television on a black screen. It goes further on rooting: unlocking the bootloader would factory-reset the set and, if Widevine dropped from L1 to L3, Netflix could fall back to standard definition. (tv.cobanov.dev)

The disagreement in the follow-up coverage is mostly about how much risk ordinary owners should infer from that process. AVPasión argued that the method should be safe for warranty purposes because it does not root the television and does not delete system files, only disables apps inside the user profile. DDay.it took a more cautious line, saying owners should still recognise a possible warranty risk if cover remains in place. What both accounts support, however, is the same conclusion: this is not an automatic repair button for a slow television, but a structured and reversible way to use ADB with an AI agent that still requires human judgement at every important step. (avpasion.com)