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Russia's invasion ironically strengthened NATO, with more countries joining or feeling the usefulness of it. Somehow the US managed to break down all that good will in such a short amount of time.. I think it's hard to overstate how much more hostile people look at the US the last few years. So much soft power has been lost.

Covid, Russia and the axis of US+Israel has done massive damage to the European psyche.

Covid showed us how economically dependent we are to major manufacturing countries like China. Paper money != ability to manufacture.

Russia broke any notion of peace that can be funded by cheap energy. It will always be a tool used against you, and Russia will not change.

The axis of US+Israel is breaking down the international system of laws and diplomacy. It’s going to be in a state even worse than the heights of the Cold War. Nukes are now a more favored instrument of peace compared to diplomacy.

Is it worth fighting for what we had, or should we fight for something better? Who knows.

(Edit: I don’t think non-Europeans can appreciate the whiplash suffered in our populations. In the span of around two years, European leaders drew red lines on political, economical and cultural decoupling from Russia based on human rights and the rule of law, then had to explain why preventable atrocities happening to civilians in the Mideast is not against our values and laws concerning human rights.)


I could be wrong, but I've experienced the opposite. Seeing Putin and Trump openly undermine and threaten the EU forced countries to address the situation and take action. It's encouraging. I'm looking at this situation from Hungary tho, where Russian influence began 10–16 years ago. It seems Hungary has a chance to get rid of Orbán, and the rest of Europe is also taking measures finally. It's nice.

The war in Ukraine is literally at the EU's border. It could be destabilizing in many ways. It's not just about moral reasons. By the way, I see similarities between Putin and Trump as they both started wars against big countries without thinking ahead more than three days. It's one more reason to strengthen the EU.


It is pretty scary how many Hungarians are willing to jump back under the Russian boot. Much strength to you in the coming election.

I'm of pretty mixed feelings about this. It certainly strengthened Europe's collective defense priorities and awareness. That response happens to include NATO but primarily because Europe is too weak without NATO. Europe used to be full of world powers and now they collectively can't manage collective defense without the US? There's something very learned-helplessness about that.

And yes, it certainly has served America's interests to have a weak Europe that's dependent on it. But seeing that as "good will" seems like a distortion.


Europe's weakness is mostly in their heads. The US is the most powerful military in the world, but the second most powerful military is NATO without the US. If the rest of NATO pulls together and reorganises into an effective military that doesn't depend on the US, it would be a force to be reckoned with.

Europe could easily defeat Russia without outside help (look at how well Ukraine is doing with far less!), but we still fear Russia because that's what we're used to. That's what we were told to do and what we have embraced. We need to grow out of that and stand on our own feet again.


> Europe could easily defeat Russia without outside help (look at how well Ukraine is doing with far less!)

Ukraine has received unbelieviable levels of aid from NATO, esp. the US.

10000+ Javelin missiles, WW3 levels of cluster munitions that were slated to be decommissioned in the US, multiple factories in the EU making shells that go straight to the AFU (e.g. Bulgarian 152mm), etc.

there is no way they'd have made it 6+ months let alone 4 years without the US' heavy backing.


Much of their support has also come from the EU, and the EU has a lot more than that. The EU has more fighters and ships, more tanks, more soldiers. It is true that the EU didn't and still doesn't have deep ammo reserves, though. But it has far more capacity to ramp up production of these than Russia has; the Russian economy is about the size of that of the Benelux.

> It is true that the EU didn't and still doesn't have deep ammo reserves, though

Indeed it is true. But it is also changing, the stockpiles are growing.


Absolutely. The EU is now finally but rapidly adapting to these geopolitical changes. Defense budgets are now far higher than the 2% that used to be the goal that nobody met.

In the 1990s everybody was eager to believe that war was finally and forever over. Some held on to that delusion for a bit too long, but not anymore.


Merkel has a lot to answer for. Handel durch wandel... pull the other one. After Grozny there should have been absolutely no doubt.

Eastern European countries warned us, but western Europe, Germany in particular, but other western European countries too, assumed Russia was now a normal country we could just trade with. Under Yeltsin we might have been heading in that direction, but Chechnya should have been a warning. Putin's comment about "countries that don't matter" was a warning. Russia taking chunks out of Georgia should have been the alarm. We continued trading even after he took Crimea and Donbas. We have been way too naive.

Politically, absolutely. Fortunately the intelligence communities are not as stupid as the politicians they serve.

That's not true. Even including military aid to Ukraine, EU average defence spending remains at 1.9%.

It's also the most expensive region in the world to raise a military.


That was the 2024 figure. In 2025 it rose to 2.1% and this year it is expected to rise further.

And that's just the direct allocation, not the under water part including venture funding of some of the defense industry (obvious overlap: anything including AI & drones, it's pure VC bait).


What are you talking about, 2025 defence spending is coming in below 2024

That's straight from the EU figures.

No way we are below 2024, the trend is accelerating, not diminishing.


Is it true? Most analyses show EU stockpiles overall still falling, especially for precision weapons.

Reporting is messy and due to the EU's fragmented linguistic nature harder to come by than it probably should be.

The balancing act is to increase stockpiles whilst supplying Ukraine which is consuming almost as fast as we're producing. Precision weapons you are right about, those are dwindling, but at the same time this is the one area where Ukraine internal production is beginning to outnumber imports (and their motivations are not so much quantity as 'no strings attached', which is very understandable).

Artillery shell production is up, 2.2 million shells/year or thereabouts, but here too the Ukraine war is consuming them very fast, either way, it is sixfold or so of what it was prior to 2022. Many new factories have been built and opened and are since a few months adding their output to the stream.

I think what held things back for a bit is that the EU was - wrongly - under the impression that Putin would back off but now that it is clear that that is not the case the longer term investments make sense. But it took a while for that to get underway.


This is absolute fantasy. Stockpiles are only depleting, production hasn't and won't come close to meeting demand, and until there's a shooting war inside the bloc, it won't.

Unless you are privy to secrets at a level that they contradict the EU official figures + the figures from the defense contractors that I am tracking this is as accurate as I can make it.

I do not have access to information from the military other than what gets published but that's good enough for me as long as I don't see contradictions.

Here is one article from a while ago:

https://www.defensenews.com/global/europe/2025/04/07/rheinme...

They were aiming for a 100% supply to Ukraine + stockpile increase for 2026 and I see no reason to disbelieve that other than your comment, if you want me to re-calibrate my position on that you're going to have to supply some sources.


>"but the second most powerful military is NATO without the US"

I am curious how much of NATO's hardware originate from the / depends on the US and and what will suddenly stop working if the US decides to break military alliance.


Short answer is: a LOT, but that's a two way street. BAE, for example, builds America's tanks (or at least their armored infantry fighting vehicles).

BAE Systems Inc, a US-based subsidiary that operates entirely in the US and whose leadership operates under an SAA which means they report to the US Government and the parent in the UK.

Kissinger warned about this in 1969:

> Tutelage is a comfortable relationship for the senior partner, but it is demoralizing in the long run. It breeds illusions of omniscience on one side and attitudes of impotent irresponsibility on the other


Maybe a bit of learned helplessness, but what people tend to forget is that an all-in Russia is a formidable enemy.

This is the moment it helps to have allies. Like an insurance. Even if you can manage without, it hurts less if you have them.

To me it makes more sense to focus on that perspective.


> but what people tend to forget is that an all-in Russia is a formidable enemy

So you're saying they've been keeping their best in reserve?


The Apollo missions were the greatest scientific accomplishment by the Soviet Union. History repeats.

Could you elaborate ? Intrigued.

No USSR = no Cold War = no space race which lands us on the moon

Ah ! makes sense.

Meta point, I know it's considered line noise to respond to a comment with "I see", "I agree", "Yes".

But just upvoting seems so unsatisfying. Almost rude, like standing someone up who actually took the time to answer you.


This isn't true.

People hated Americans in the 2000s invasion of Iraq. There were popular rock songs about it and students were hesitant to say they were American.

It seems to go in cycles. Next president many will forget.

Such is the power and fickleness of the American system.


> I think it's hard to overstate how much more hostile people look at the US the last few years.

True both outside AND inside the country.


> So much soft power has been lost.

The worst part to me feels like US has lost trust and such soft power loss is irrecoverable no matter what happens now :/

A common statement I hear from people, or maybe its just what I think, but its like "How can we trust US after this" and hey mind you, Trump still has 3 years in office, but even if political parties change, how can we trust the whole system for not having another Trump moment.

So this loss of soft power is quite a permanent loss. US has to now condition itself to live with it accordingly and live with some shame (which is something that I am observing too of people not being proud of being american anymore seeing the devastation caused by it)

Countries across the world will have to treat US as unpredictable from now on and treat its financial markets in the same way as well.

The worst part out of all of this is that it hurts the average day american the most not the people at the top who are doing all of this and the average person has no say in all of this seeing their country being destroyed by wreckless actions.

The sad part is that people did have many wake up calls to be honest, greenland was first joked about and then became so serious that denmark was preparing only to then move to iran now impacting the normal people's everyday life with oil price increases all across the world..

I do think that the people of US tried to stand up against the oppression by protests but some were shot (rest in peace) and others were detained.

The sad part is that the people tried their best but it still wasn't enough to stop all of this from happening. It was maybe too late after the election.


I am equally dismayed at recent US behavior; but this is a short sighted view.

1. Geopolitics is always unpredictable. Maybe the US has been unreliable lately, but the idea that there are states out there which have been bastions of reliability is not historically accurate. All great powers have screwed people over or made disastrous decisions. It’s mostly just the US’s turn now.

2. This all happened 20 years ago with Iraq. All it really took was a charismatic president (Obama) to undo the 8+ years of bad international relations. All it will probably take again is a charismatic reliable president to set things back on track.

3. Which leads me to my third point, which is that most foreigners understand that the American government is separate from the people and separate from the corporations. And more importantly, changing the world system dramatically is really hard, and has a lot of friction. It will be a lot easier for states to go back to the pre-2024 status quo than to embark upon something entirely novel.


> This all happened 20 years ago with Iraq.

I think your argument falls apart here. The US built a coalition of on side allies before invading Iraq. They went to the UN too. There was significant opposition to the war, and I was a student at the time in the UK so was surrounded and involved in that. However, European countries were not politically blindsided. Some were going in with the US, including Denmark I believe.


They also didn't quite expect the USA to be blatantly lying about the intelligence that they brought to support their case.

Lol. They knew it was lies and they went along with it anyway.

I don't think so. Colin Powell sold it and he had a stellar reputation. A lot of people found it very hard to believe that he would stake his reputation on this if it wasn't true. It wasn't, and he rightly never recovered from that. His UNSC presentation will go into the history books as the thing he is remembered for.

I do agree with some of your points and I believe some aspects of it might be right but there is a big difference between the past and present because this time, its America attacking EU sovereignity/other countries and so many things all at once literally within less than a year.

Just count all the things that america did in the last year and try to imagine as a foreigner or foreign nation once as an exercise. All of the things that America has done in the past year is just quite so much to list here even.

No amount of charm within a president might fix or make the people of denmark/EU/even the world, forget the greenland crisis and many others.

This is fundamentally different, in my opinion.

> 3. Which leads me to my third point, which is that most foreigners understand that the American government is separate from the people and separate from the corporations. And more importantly, changing the world system dramatically is really hard, and has a lot of friction. It will be a lot easier for states to go back to the pre-2024 status quo than to embark upon something entirely novel.

Yea, we do but we can only tolerate so much at a certain point too. This goes to my point again but we are forgetting that US is still voted by its people. Yes the two party system corners the people and we are sympathetic of that, but the world/foreigners (atleast me) sympathesize with the american citizens but at the same time, can't trust them.

This isn't something even foreigner related issue but the people of America themselves don't trust their fellow neighbours now as I read the comments of this post and many others.

We sympathize with the people of America but sadly, the world doesn't trust America anymore, Trust is quite brittle and delicate thing so its quite an miracle we still saw trust bounce so many times but right now the glass of trust has shattered (as evident by Denmark preparing for almost war against America)

I can be wrong, I usually am but that's just my understanding.


I mean I definitely agree that a lot of trust has been lost, and that a lot of work will be needed to patch things up.

Where I don't agree is that 1) this is somehow irreversible 2) that it really affects American citizens on the personal level – from personal experience, as an American living in Europe for the last decade, I've had basically zero negative interactions with people or hostile accusations. Most people do understand that the American government is a bit out of control, and American culture is in a tumultuous period. If anything I'd say it tends more toward sympathy than anger.

So while this is definitely a big, huge, giant problem, it's also a problem that I think the Europeans and Japanese want America to solve, and would basically rather America solve it than do anything else. Especially when there aren't really other geopolitical options at the table, the EU can't have a coherent singular opinion on Russia or Ukraine, etc.


We're talking decades just to undo the last 10 years. And it is still getting worse.

Unlikely, I think, because geopolitics has other players, and forgiving the US is still a better option for the EU than the other choices available.

Forgiveness is not the same as trust.

America will be begun to be trusted only once the last MAGA dies, not once before that. So at least a generation.

I agree with you too but

> from personal experience, as an American living in Europe for the last decade, I've had basically zero negative interactions with people or hostile accusations. Most people do understand that the American government is a bit out of control, and American culture is in a tumultuous period. If anything I'd say it tends more toward sympathy than anger

Imagining that America attacked Greenland Thus Denmark/EU and the fact that Denmark was genuinely preparing for this, Just imaginging America attack Greenland and I do feel like that the sentiments might change. (This is what had happened to Muslim people not even people of specific country but negative interactions against whole religions after 9/11)

I would agree with you if this was the last day of Trump administration, but far from it. We have to handle so much more of this current administration. It's literally only been a year to see so much shift. I hope you realize it that for the most part, America is busy with the Iran war but any assurances about the sovereignity of EU or any country in the world for that matter isn't made by America and everything is off the table and anything might happen. I am sure that both of us wasn't predicting an Iran war or a greenland invastion but here we are.

It just feels natural to me that if a single year can have this much impact and you have four years for something like this and the most important fact which I want to highlight again, people technically voted for this and can still technically vote for it again , there are no safeguards and the most important part was a belief that if shit hits the fan, then American Judiciary or checks and balances or congress would stop something like this from happening but we all saw how nothing really happened.

My point is, 3 more years, let that sink in, into this level of turbulent times when an war is currently active and gas prices are rising all across the world solely because America and Israel started the Iran war :/

I can only have so much patience but if gas prices are double the price because of America/this war, Sadly I might lose my patience.

I lost my patience somedays ago when I heard that the local fast food shop was talking about the gas price increases and how it hurted them. I had true resentment to this war and America/Israel for starting it and having this poor guy suffer so much from the gas prices. I know that America and American people are different but till how long/how much especially if some people are still supportive of such war. It sort of left me speechless when he was talking about how hard it is to stay in this business.

To think that the world will forgive America so easily might not be accurate, that's all I am saying.

My point is, Even if party changes next time from red to blue, It's just really really hard to undo all this harm that it has done to its soft power.


On a more fundamental level, I think something is wrong with the American education system and results in so many low information voters who believe any words from their "hero". And fixing education takes decades to even see the result.

They definitely can vote for another Trump-like guy and they have proven it by voting Trump back the second time. Honestly this is crazy to me this can even happen after Jan 6. The Brazilian Trump-like President went to jail, yet Trump returns to the White House. My take is this trust issue takes at least 10 years to recover, most likely more.


That's not an accident.

> Countries across the world will have to treat US as unpredictable from now on

Anyone who has studied American history knows the US has been unreliable. Just look at how they made and then broke treaties with Native Americans. It's part of the foundation of the country.


Within Geopolitical commentaries that I used to watch, A famous quote by Henry Kissinger is often repeated.

"to be an enemy of america can be dangerous, but to be a friend is fatal"

So yeah, America has never been trustworthy in a way but it still had its upsides and it still had some laws and checks and people still believed in some aspects of the American dream somewhat, Not anymore.

But now?,it has never been this less trustworthy either in a way to the whole world.


Geopolitical moves like illegally invading a country aren’t necessarily planned to be the one grand thing that weakens the opponent. In particular it strengthening Nato is not necessarily ironic, and it seems like an oversimplification to even suggest it.

[flagged]


You forget that you got a say for that money in a lot of parts of the world, which is one of the primary reasons the US is so wealthy.

Europe took the deal that the US "handels the war stuff in the world" for some influence.

If we handle the "war stuff", the US influence will be gone in Europe.


This is very reductive. European countries pay a lot into their defense, especially the last few years. It's not as black&white as a certain person likes to claim.

While at it, let's finally remove American Dollar as the de-facto currency all around the world because part of the agreement between EU and America was that American dollars would become the global currency and EU would get defense security in return which was mutually benefitial to both.

To be honest, EU will invest in its own defense in coming years. The cat is out of the box, US proved to be an unstable partner/even an enemy for a country like denmark that you had to prepare to fight full scare war against.


> Somehow the US managed to break down all that good will in such a short amount of time

Because US administration is compromised. Putin says jump, Krasnov asks how high.


Yes that is clearly the case. Obviously Putin told Trump to start seizing his oil tankers recently.

Yes, I'm sure Putin told Trump to take out 2 of his allies in succession...

Putin needs higher oil prices a lot more than he needs either Iran or Venezuela (or Cuba, for that matter).

You don't understand Russian mentality. The closer ally you are, the more likely you'll find yourself being defenestrated.

And this is why Russian states seem to always end up collapsing in on themselves...

If I fall asleep and wake up in a hundred years and am asked what is happening in Russia, I will answer: drinking and stealing.

I can think of lots of significant people I wouldn't work for..

When I worked for the government in Norway, it slowly changed to all code being developed in the open. 3k repos here now: https://github.com/orgs/navikt/repositories

When I started it was a big security theater. Had to develop on thin clients with no external internet access, for instance. Then they got some great people in charge that modernized everything.

Only drawback is when you quit, you have to make sure to unsubscribe from everything, hehe. When quitting a private company I was just removed from the github org. Here I was as well, but I was still subscribed to lots of repos, issues, PRs,heh.


Very cool! Do they accept external contributions, e.g. from Norwegian citizens? Also, was there any thought given to "digital souvereignty" (wondering because the repos are hosted on a US service)?

I'm also surprised that you were able to (or expected to?) use your private GitHub account for your work.


Not sure how it is now, but when I worked there ~8 years ago we weren't really equipped to accept contributions. Both from a licensing perspective (CLA), but also that we had our own timelines, projects and prioritizations in the team. So most applications were open source more in the sense of source available. Some utils (like generators for Norwegian mock data, or libraries handling Norwegian addresses or whatever) that were actively used by other companies could get some proper contributions once in a while, though.

It's an Apple-user thing. It's not "my phone", it's "my iPhone". It's not my laptop, it's my MacBook. It's not my headphones, it's my AirPods. It's not my smart watch, it's my Apple Watch Ultra 3 Sapphire Gold Plated. It's not my terminal, it's the Terminal, the one to rule them all. Only plebs use non-branded terminals!

Is video that cpu/gpu bound that streaming it over the interwebs isn't the issue?

Maybe my use cases for ffmpeg are quite narrow, but I always get a speedup from moving the files off my external hard-drive, suggesting that is my current bottleneck.


> streaming it over the interwebs isn't the issue

The hope is that you stream over LAN not the interwebs!

> I always get a speedup from moving the files off my external hard-drive

Based on your description, it does seem like your ffmpeg may be IO limited


Ah, yeah, so this is probably for more professional workflows where you have a workhorse somewhere. Perhaps even in the cloud as long as the files are close by as well? My use case would be more "my computer sucks, so would be nice to do it on a beefy cloud computer", but of course no time is saved when just reading my files is slow, heh.

The person that got the top spot for "flashlight" in the app store back in the days made about $600k on it before apple made it a built in function. Just copied existing apps and got lucky. https://www.vg.no/nyheter/i/92ybl/erik-ble-app-millionaer-de...

For big things the current way works fine. Having a separate container/deployment for celery, the web server, etc is nice so you can deploy and scale separately. Mostly it works fine, but there are of course some drawbacks. Like prometheus scraping of things then not able to run a web server in parallel etc is clunky to work around.

And for smaller projects it's such an annoyance. Having a simple project running, and having to muck around to get cron jobs, background/async tasks etc. to work in a nice way is one of the reasons I never reach for python in these instances. I hope removing the GIL makes it better, but also afraid it will expose a whole can of worms where lots of apps, tools and frameworks aren't written with this possibility in mind.


Your analogy is a bit weird to me. Snowmobile is exciting for a short while, but I'm much more fond of cross country skiing. The connection with nature, the silence.

Or maybe your analogy is correct. AI is a bit as if everyone in the mountains drove around in a snowmobile, noisy and a smell of gasoline.


The analogy makes sense. Some people love riding snowmobiles, some people love cross country skiing, and some people love both. It makes sense that some of the people who love snowmobiling think cross country skiing is boring and tedious, and some people who love cross country skiing think snow mobiles are loud and obnoxious.

I don't think people are confused why there are the different types of people who like different winter sports, but people seem shocked that opinions differ on the enjoyment of using an LLM


I think the analogy hits home on both sides. You go faster, but you miss the meditative experience of going slow.

My knee jerk is that there are quite a few people who can't or won't snowmobile when needed and ski when needed.

That's where the analogy starts to break a bit. You can't mode switch between skis and snowmobile, but you sure can ai assist/not pretty quickly.

One more quick one - imagine skiers showing up to the snowmobile club hating on snowmobiles and vice versa.

I, for one, have still not properly got a grip on how tech enables this sort of a analogy-breaking reality.

Effing go ski then; there's even a club for that! (rhetorical, not directed at anyone in particular) And shame on me cause I show up to the ski club on a snowmobile with skis on my back.


Actually I think it still kinda works: - You could ski easy routes but snowmobile harder ones (not that anyone actually does this).

- Snowmobiles are loud and chew up the snow, analogous to AI flooding a repo with low-effort PRs?


I can guess that you like this exercise and you seem to be adept at it. I can't help but think you are my kind of people in that regard. Kudos!

I think this era has divided developers into 2 types:

1) Those who are interested in the journey

2) Those who are interested in getting to the new destination


You know you could just choose a framework and stick with it? The way you look down on "the whole profession" for what's basically a straw man and your own decision is a bit bizarre. Especially coupled with the fact that tech has never moved so fast as right now, being on top of the AI-game is a target changing a hundred times faster than frontend frameworks back in the days.

You could, but then you'd still be stuck doing PHP templates with embedded hand written JavaScript and that madness, or maybe Django or RoR. Or cgi-bin and Perl. Technology evolves as an industry and the only guarantee is that you have to keep learning new things to stay relevant in this industry.

You don't always have the option. AngularJS, for example, EOLed in 2021.

It is a huge stretch to call transitioning from angularjs to angular learning a new framework.

At the time that’s precisely how it felt though. So much so that I personally felt it wasn’t worth it relearning everything. Had shipped several projects with AngularJS at my very first dev job, and have never written a line of Angular v2+

It confuses me when people talk about frameworks as being totally different. They solve the same problems, slightly differently. It’s not a big lift to learn a new one if you are familiar with one or two already.

That might be generally true for frontend frameworks these days, because they’ve all converged around the same ideas. But in the mid 2010s, Backbone was very different from jQuery, which was very different from Knockout, Ember, ReactJS etc. certain frameworks embraced certain programming paradigms, others embraced others.

Some of my colleagues didn’t make the jump. Those that were the most into AngularJS back then are still writing Angular apps today.


> You know you could just choose a framework and stick with it? The way you look down on "the whole profession" for what's basically a straw man and your own decision is a bit bizarre.

I'm only in my forties. I've been nostalgic for the days when I'd stay up all night exploring new frontiers (for me) in tech for a number of years. I could not disagree more with your take on this.

Someone said they value their time before death and you're pretty dismissive. Priorities change. Values change. Conditions change.

> Especially coupled with the fact that tech has never moved so fast as right now, being on top of the AI-game is a target changing a hundred times faster than frontend frameworks back in the days.

I mean, isn't that what people in this thread have been saying about frameworks? How many hours have been lost relearning how to solve a problem that has already been solved? It's like when I tried to fix a date-time issue on Windows as a Mac / Linux user. I knew NTP was the answer but I had to search the web to find out where to turn it on. Stuff like that is pretty frustrating and I didn't even have to do it every five to ten years.


Yes if I actually did web development I’m sure I could still be using JQuery.

I've just spent a few weeks making a tool in our software to replace a complicated google sheet, and it was surprisingly hard. I think the most important thing was that our designer really figured out what the tool should do. If we've just replicated what they have and made a columnar editor of sorts, we would've just made a less flexible tool for them. But in the end, we made something not even resembling what they had, but which actually solved the core issue, and I think that's important.

And when you take away their sheet, you better be ready to support them. If they need to track new data, they could just add a new column in their sheet. Now they have to talk with tech. If tech blocks operations, they're quickly back to their sheets. The tool made by tech should be an enabler, not something to force compliance or whatever.

Sheets are so, so flexible. This can be really hard to replace. At the same time, they're also brittle with little system support. Like the example above, what if you assign someone not working that day to a boat? Or accidentally put two boats in the same location? Lots of small issues that proper tooling could handle, especially when backed with more data inside the system.

What made the operators happy to use my tool in the end was that they didn't have to punch so many numbers. They would copy paste numbers from various systems into their sheet every hour to keep track. The tooling pulls it in real-time.

So we replaced this one sheet, because it would help them a lot. But their other sheets we're leaving untouched for now. Nothing to gain by moving them. So judge each sheet individually.


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