Full Stack Developer

What are your thoughts? 🤔

This officially marks the end of an era. If video killed the radio star, AI has killed the mechanical car. This isn’t a conspiracy; it’s already written into law, and it’s coming soon to a driver’s seat near you.

Just when you thought all those annoying bells and whistles couldn’t get worse, they’re now mandating AI cameras to measure your expressions, mood, and demeanor to determine whether you’re allowed to drive, or if your vehicle even runs.

The future is here. And it isn’t asking permission.

But before we get to where this ends, it helps to understand what we’re actually losing. Because the argument was never really about cameras or kill switches. It was about what the car meant in the first place.

A car used to be a mechanical expression of who you were. A partner in crime, a best friend on wheels. It was one of our last true sanctuaries. I mean, who among us hasn’t sat in their parked car for a few minutes before walking through the front door? Not because you were avoiding home, but because you needed five minutes that belonged to no one else. No meetings, no notifications, no version of yourself that had to be “ON.” Just the particular silence that only exists inside your four-wheeled friend.

If you know, you know.

Because despite what it was built for, a car was never solely about getting somewhere. It was about getting away. It was the one place on earth where you could be completely, gloriously alone. Your music. Your thoughts. Your mess. Your rules.

That room is being taken from you. And most people have no idea it’s already happening.

Before you say, “But this improves safety,” let’s look at the track record. The internet was supposed to democratize information; we’ve never been more misinformed. Social media was supposed to connect us; we’re more divided than ever. Technology keeps offering to do our living for us, and now, they’re coming for your car.

It started with benign nudges: a blind spot monitor, a seatbelt chime. Easy to accept. But this new mandate has evolved into something else entirely.

Think drowsiness checks are bad? Ford has filed patents for in-cabin cameras that read lips, analyze facial expressions, and cross-reference occupants against criminal databases. Before you’ve done a single thing wrong, your car will have already formed an opinion about you.

This isn’t just a Ford story. BMW tracks your gaze. GM uses eye-tracking. Volvo, Mercedes, Tesla. Every lane is heading in the same direction.

You might think these are just patents that never materialize, but then there’s the law. Section 24220 of the 2021 Infrastructure Bill directs the US government to mandate advanced impaired driving prevention in every new vehicle by 2027. We’re talking infrared cameras and AI sensors continuously monitoring your eyes, your steering, and your mood.

The agency missed its 2024 deadline because the technology isn’t accurate enough yet. Just last month, their own report admitted that even at 99.9% accuracy, false positives could strand millions of sober drivers every year. Tired eyes after a long shift? Grief? A blood sugar dip? The camera won’t ask. It will just decide.

As a road safety advocate, I get it. If technology saves lives, that counts. But what do we lose when we replace the rearview mirror with a black mirror that removes us from the equation entirely?

When I was a kid, playgrounds had steel bars and hard floors. Kids got hurt. I haven’t seen a kid in a cast for twenty years. I’m not saying that’s bad, but when we stripped away the risk, we took the judgment with it, because judgment is only ever earned by paying the cost of being wrong.

Driving was the same. Every time you read a driver’s intention two cars ahead or made the right call in the rain, you were doing something irreplaceable. You were in control. You were needed. The open road didn’t just represent freedom. For a lot of us, it was the last place we actually felt it.

I know that when we get it wrong, innocent people pay the price. That is a legitimate problem, and our progress in road safety matters enormously. I’m not arguing against that. I’m just asking where the line is and who gets to be judge and jury.

The loudest voices scream about kill switches and government conspiracies, but the real danger is quieter. It’s the 90% of new cars already tracking your driving every three seconds. It’s GM being banned by the FTC in January 2025 for selling OnStar data to insurers without consent just to raise your rates.

The biometrics are just the next product. Your pupil dilation. Your 6am face on the way to a job you’re not sure about anymore. Nobody’s going to announce the day the car stopped being yours. It’ll happen one software update at a time.

If you think you’ll just buy something older and opt out, you can. For now. But that window is closing.

We’ve spent decades fighting for privacy in our homes and on our phones. We built movements around the idea that surveillance requires consent. And somehow, in the one space where we were most ourselves, we forgot to lock that door.

This isn’t about whether the tech is safe. It’s about what safety costs when freedom is the currency. If we keep letting technology do our living for us, eventually there’ll be nothing left to live for.

The car was the last room with no cameras. The last place you could cry without an algorithm flagging it. The last place you could exist without being measured or monetized.

It was yours.

And it’s being repossessed one patent at a time.

Swapped the keyboard for handlebars and let Shai Hills do the rest. No stack traces, no pull requests, just dirt, hills, and good energy 🏕️⚡🇬🇭

FullStackEngineer

What is vibe coding?

A Texas mom removed Alexa from her home after the device asked her 4-year-old daughter what she was wearing mid-conversation.

Amazon says it was a misfired camera feature that should have been blocked by the child profile. The mom isn’t convinced. Her point is simple: it should never have happened in the first place, child profile or not.
As AI gets embedded deeper into our homes and daily routines, incidents like this raise a real question.

How much do you actually trust AI devices around your kids?​​​​​​​​​​​​​​​​

Claude Code Just Nuked a Developer’s Entire Production Setup

An AI coding assistant deleted everything, and no one could stop it.
Claude Code autonomously wiped a developer’s entire production environment. The database, snapshots, backups, all of it. 2.5 years of records gone in seconds.

No dramatic warning. No confirmation prompt. The AI just did what it thought was its job.
This isn’t really about Claude Code specifically. It’s a reminder that any tool capable of autonomous action in a live environment can cause irreversible damage when things go wrong.

Scope your permissions. Sandbox your environments. Back up everything.
Don’t give your AI agent the keys to production.​​​​​​​​​​​​​​​​

The Real Question Behind Amazon and AI
A lot of people are sharing a post that says Amazon made thousands of engineers document everything they knew, fed it to AI, then fired them.
Whether the story is exaggerated or not is almost beside the point.
The real question is this: what happens when knowledge becomes machine readable?
For decades, companies depended on human expertise that lived inside people’s heads. Debugging techniques. Architecture decisions. Optimization tricks. Years of accumulated experience. That knowledge was expensive, rare, and difficult to replicate.
AI is changing that equation.
When processes get documented, patterns get extracted, and workflows get structured, machines can start learning how humans solve problems. Once that happens, the value shifts from doing the work to designing the system that does the work.
This does not mean engineers become useless. Far from it. But it does mean the role is evolving.
The most valuable professionals in the coming decade will not simply write code or fix bugs. They will design systems, architect platforms, train intelligent tools, and solve problems machines cannot yet understand.
The uncomfortable truth is that technology has always replaced certain kinds of work while creating entirely new categories of opportunity. The printing press did it. The internet did it. AI is doing it again.
The winners will not be the people who resist the shift. They will be the people who understand where the shift is going.
Because the future will not belong to those who only use tools. It will belong to those who build the tools everyone else depends on.

Dear Telecel Ghana ,

I am writing to express my deep frustration and disappointment with the deteriorating quality of your services. Since the transition from Vodafone to Telecel, the level of service has plummeted drastically.

The internet speed is abysmally slow, and network breakdowns have become rampant and regular occurrences. What's more concerning is that even when there's no power outage, the internet connection is so unstable that accessing the internet becomes nearly impossible.

I am genuinely curious to know what measures you have implemented to improve services since the transition. It seems like the situation has only worsened.

Additionally, it's disheartening that attempts to reach out to address these issues through phone calls often go unanswered. This lack of response leaves customers feeling neglected and unheard.

I urge you to take immediate action to rectify these issues and restore the reliability and quality of your services. Your customers deserve better.

Sincerely,
Tec

Walk for Ghana. 🇬🇭