It always kinda amazes me how people panic about gov data use but barely blink at the private sector doing the exact same thing… except way less transparently.

Like yeah, sure, governments collecting data deserves scrutiny. 100%. But at least in most democracies there are audits, oversight bodies, privacy commissioners, courts, access to information laws, etc. There are actual mechanisms where someone can ask “why are you doing this?” and force an answer.

Meanwhile we hand over our location, browsing habits, shopping patterns, sleep schedule, and probably our favorite pizza topping to dozens of private companies every day. Those companies can aggregate it, sell it, profile you, feed it into ad markets, train models with it, or ship it across borders… and most of the time nobody outside the company even knows it’s happening.

So yeah, data collection in general is worth debating. But the irony is wild when people lose their minds over the one place that at least has some governance and accountability, while the entire private ad-tech ecosystem is basically “trust us bro” with a 40-page terms of service nobody reads.

Fair enough, I didn't dig too deep though here's what I have come up with - I'm sure there are many factors, but it is quite interesting here:

Historically, Democratic and Republican administrations have followed distinct fiscal and economic patterns: Democrats typically oversee deficit reduction and falling unemployment, often achieved by maintaining or increasing the tax burden. Conversely, Republicans typically oversee deficit growth and rising unemployment, largely driven by decreased tax burdens through legislative cuts. Statistically, since 1945, real GDP has grown faster under Democrats (4.3% vs. 2.5%), while modern Democratic presidents (Clinton, Obama, Biden) have all reduced the deficits they inherited, whereas every modern Republican (Reagan through Trump) left office with a larger deficit than when they started

So you'd think tax cuts would create more jobs, less unemployment but it has not. It seems like the opposite, I'm sure there is much more to it.

I mean, part of this is just math. If a government spends more, it’s literally injecting money into the economy, so of course you get more jobs and growth in the short term. That spending is the jobs. If you tighten spending to cut waste or rebalance the books, growth slows and jobs shrink, but that’s kind of the tradeoff when you’re trying to fix long-term issues.

Over the last few decades, neither party has really cared about deficits anyway. Everyone’s been spending, just at different speeds. The real question isn’t “who creates more jobs,” it’s whether the spending is efficient, sustainable, and actually creates long-term value. Eventually the bills come due, interest costs rise, and priorities shift from growth to just keeping the lights on.

So yeah, Democrats tend to show stronger job numbers, but spending more will almost always do that. Whether it’s good spending is a separate debate. Budget discipline isn’t partisan, it’s just basic economics.

I’ve definitely hit that same pattern in the early iterations, but for me it hasn’t really been a blocker. I’ve found the iteration loop itself isn’t that bad as long as you treat it like normal software work. I still test, review, and check what it actually did each time, but that’s expected anyway. What’s surprised me is how quickly things can scale once the overall architecture is thought through. I’ve built out working pieces in a couple of weeks using Claude Code, and a lot of that time was just deciding on the architecture up front and then letting it help fill in the details. It’s not hands-off, but used deliberately, it’s been quite effective https://robos.rnsu.net

https://robos.rnsu.net

Mostly just experimenting with things, as a hobby and a way to delve deeper into new tech - probably lots of glitches.