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Claude Code Can Speed Up Sluggish Android TV Boxes Via ADB

An Android Police writer used Anthropic's coding assistant to find, connect to and debloat an aging Xiaomi Mi Box S over a home network, with Claude choosing what to remove.

By Model Card

The AI Desk · (2 hours ago)

Reported fromoutlet, credited1
A Xiaomi Mi Box S Android TV streaming device sitting near a television remote.
A Xiaomi Mi Box S Android TV streaming device sitting near a television remote.Photo via Android Police

A writer at Android Police says Anthropic's Claude Code assistant can take a sluggish, years-old Android TV box and make it usable again, largely on its own.

The outlet's account, published Saturday, describes using Claude Code on a Mac to find and debloat a Xiaomi Mi Box S running Android 9 with a September 2021 security patch, a device the writer says had slowed to a crawl with roughly 1GB of free storage left. After enabling ADB (Android Debug Bridge, the tool developers use to issue commands to an Android device from a computer) in the box's hidden developer settings, the writer gave Claude Code a single prompt asking it to find the device on the network and check for access.

From there, according to the report, Claude installed ADB itself through Homebrew, scanned the home network, located the box after an initial miss, and waited for the writer to approve a standard "Allow USB debugging?" prompt on the TV screen. Once connected, it inventoried the installed software and proposed a list of non-critical packages to strip out, while leaving the operating system, launcher and Google framework files alone. It also asked which preinstalled streaming apps the writer actually used before removing the rest, and flagged that uninstalling Xiaomi's PatchWall launcher would speed things up further at the cost of switching to the stock Android TV home screen.

None of this required writing a single ADB command by hand, which is the part of the story that matters. Debloating an old streaming box or phone has always been technically possible for anyone willing to learn the commands and accept the risk of bricking the device. Android Police's writer says that friction was the reason they never bothered despite years of knowing it could be done, and that Claude's step-by-step prompts, including a reversible removal method and a final offer to disable background cache and animations, turned a chore into a few minutes of approving suggestions.

The approach isn't limited to one device. The writer says they repeated the process on other old Android TV and Google TV units at home after the first run worked. It also isn't a packaged Anthropic feature for smart TVs. It's a general-purpose coding assistant being pointed at a consumer electronics problem over a local network, with the user still deciding what gets deleted.

Anthropic has not announced any Android TV or set-top-box tooling tied to Claude Code, and the company's own recent news has centered on corporate structure rather than consumer features: it said this week it is moving 5% of its shares into a new internal Anthropic Public Benefit Fund. Whether Claude-assisted debloating becomes a repeatable fix for the millions of aging streaming boxes gathering dust under TVs, rather than a one-off experiment that went viral on X, depends on whether more people are willing to flip on developer options and hand a chatbot access to their hardware.

Claude Code: everything we knowPrice, specs, release date and deals in one place

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How this story was made

Written by the Hitechreports desk from the reporting credited above, with facts attributed to their original publishers. We do not test devices ourselves; anything about performance, battery life or cameras comes from the outlets that did. Prices are as reported at the time of writing. Editorial policy · Report an error

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