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Re:AI is forcing us to pay off 40 years of technical debt by saltwatercowboy on Wednesday November 04, 2026 @09:01AM (#50365637)
Yes... there are statisticians on my team, for example. They're capable, thoughtful individuals however have little exposure to the oblique and (outwardly) contradictory ways in which production software fails.

But explaining that openly, as is your duty, means surfacing something which could be read as 'bad work' by a non-technical manager unable to grasp the complexity. So in low-trust teams it very quickly becomes a game of brinkmanship, or a prisoner's dilemma for technical diligence

Re:AI is forcing us to pay off 40 years of technical debt by Loquebantur on Wednesday November 04, 2026 @09:52AM (#50366334)
The problem is the "interface" of software engineering being oblique to outsiders. It's alchemy in essence.

The logical extrapolation of AI capabilities stress-testing human software is all bugs being discoverable. Hence, you have to aim for actually bug-free software.

The only way to do that is to make your code provable. That again is only realistically doable using AI.

In the process, people will have to turn the current mere pretense of software engineering into reality, making the engineering part explicit.

That in turn only works when humans actually understand what they're doing and can communicate it to outsiders.

Re:AI is forcing us to pay off 40 years of technical debt by leoqa on Wednesday November 04, 2026 @10:32AM (#50367029)
I am currently in a stalemate where I have written a proposal that is very technical. The only “business” outcome is that we clean up a massive security mess and rebase on a new consistent architecture.

My manager can’t understand the RFC, and knows that clean up projects aren’t palatable to his senior eng leadership so he keeps asking me to simplify or derive some business justification. I’ve proposed superficial ones like improving security posture etc but he wants a hard number that can be measured (yet another senior leadership mandate).

I’m kind of exasperated and honestly think it’s his job to figure this out.

Re:AI is forcing us to pay off 40 years of technical debt by JTbane on Wednesday November 04, 2026 @10:39AM (#50367142)
[delayed]
Re:AI is forcing us to pay off 40 years of technical debt by asdff on Wednesday November 04, 2026 @08:26PM (#50373858)
You can remove the word software from that and apply it to almost anything. The whole earth rests on legacy temp fixes.
Re:AI is forcing us to pay off 40 years of technical debt by SignalsFromBob on Wednesday November 04, 2026 @11:26PM (#50375179)
Yep. Just like the old saying, "There's nothing more permanent than a temporary solution."
Re:AI is forcing us to pay off 40 years of technical debt by dionian on Wednesday November 04, 2026 @10:39AM (#50367144)
My feeling is it needs to be communicated non-technically, execs need to think 'what goes wrong if we dont do this', 'how much does it cost'.
Re:AI is forcing us to pay off 40 years of technical debt by IAmBroom on Wednesday November 04, 2026 @10:56AM (#50367419)
THIS is your answer, leoqa. The business value is the $$ the company can lose if it goes wrong.

If higher-ups have no technical insight, round up and give them two numbers: $$ if a bad thing happens, and $$$$$ if the worst thing happens.

Re:AI is forcing us to pay off 40 years of technical debt by robotresearcher on Wednesday November 04, 2026 @11:07AM (#50367594)
And they’ll ask for the probability of these outcomes to find the expected cost. And you’ll struggle to give one without heavy caveats, and thereby lose perceived credibility.
Re:AI is forcing us to pay off 40 years of technical debt by IAmBroom on Thursday November 05, 2026 @08:57AM (#50379118)
"It's hard, so do nothing" is your advice.
Re:AI is forcing us to pay off 40 years of technical debt by skilning on Wednesday November 04, 2026 @11:12AM (#50367674)
Yep. I recently had to convince management to let us fix a legacy CloudFormation template that was brushing right up against the AWS resource limit for a single stack (which also means it was WAY over the recommended limit for a production stack). It had been causing CFN to occasionally choke on a deployment for over a year, and it was just a matter of time before we either added the resource that pushed us over the hard limit, or CFN choked on a deployment and failed to roll back to the last good state.

The director of my department kept asking, "But do we HAVE to do this now?", so my final answer was this:

"Do we _have_ to? No, but it's like a bridge. Bridges have an expected lifespan when they're built, and they're supposed to be torn down and rebuilt after that. It's not a HARD limit, though. The bridge doesn't immediately collapse the day after its lifespan, but there are fault accumulating. Metal fatigue, erosion of support material, and other things. Commuters can't tell the bridge is past its lifespan, and they'll continue crossing it every day without issue. And then one day the issues will accumulate to the point that the bridge fails and people DIE. That's the situation we're in with this stack. It will continue to function just fine until the day it doesn't, and on that day I won't be able to tell you how quickly we'll be able to recover the application stack, if at all."

That FINALLY got through to him.

Re:AI is forcing us to pay off 40 years of technical debt by skydhash on Wednesday November 04, 2026 @12:12PM (#50368561)
> The director of my department kept asking, "But do we HAVE to do this now?",

If someone says that something is a risk and we should address it, I don't expect a director to ask for a specific date the risk to become a disaster. Instead, he should just add it to some todo list and slot some time to analyze it and and budget resources. AKA, doing some "management" work. You shouldn't have to explain his job. You didn't need to learn semiconductors physical properties to know that storage can fail and you need to do backup.

Re:AI is forcing us to pay off 40 years of technical debt by Sharlin on Wednesday November 04, 2026 @11:15AM (#50367732)
Honestly, in traditional engineering firms it’s not the job of the mechanical engineer to quantify risks monetarily, and it shouldn’t be in IT either. It’s other people’s job to turn "without urgent repairs, we’ll have to put severe tonnage limits on this bridge or close it altogether or risk collapse" to the cost of inaction in terms of economic loss.
Re:AI is forcing us to pay off 40 years of technical debt by preg_match on Wednesday November 04, 2026 @11:29AM (#50367952)
I also think it’s fair to expect that non-technical people learn some technical reasoning. They don’t need to be engineers, but IMO it’s completely ridiculous that we just let anyone who is business-adjacent off the hook for not knowing anything.

Business people should understand, at a high technical level, how their products work and what they’re actually asking to implement.

I’ve worked with many great business analysts and product people and consistently the best ones are the ones with the “engineer brain”. They might not know how to read even a single line of code, but they understand software products from their pieces. Those people consistently propose high-quality and feasible solutions. Other business people do not.

As developers, we are expected to constantly think on our feet and adapt. We learn new products and methods on practically a weekly basis. But for whatever reason, the business folk are not even expected to understand the product they help build. There’s such a large disconnect there between dev and business.

Re:AI is forcing us to pay off 40 years of technical debt by leoqa on Thursday November 05, 2026 @07:37PM (#50386656)
Well, you see the problem is that all of these stakeholders are engineering managers. If the director of infrastructure in the engineering organization can’t understand something like “move off static secrets embedded in hundreds of applications to workload identity” as a value proposition then I’m honestly not interested in massaging it further for them.
Re:AI is forcing us to pay off 40 years of technical debt by Woodi on Wednesday November 04, 2026 @11:00AM (#50367480)
Write them if they do not mandate basic security right their brandy or vodkas or whatever will be served with opposite temperature they expect...
Re:AI is forcing us to pay off 40 years of technical debt by dumbfounder on Wednesday November 04, 2026 @11:02AM (#50367518)
You really think it’s wrong that you need to show how it will save money in the long run? Why do you care if the software is poorly written? Because you don’t like fixing bugs? Why should they care? If you care then you need to give them a reason to care. I am not saying it doesn’t matter, I am saying you can’t just expect them to agree to do it because you don’t like it. And it seems like that is what you are saying. “Because security” is not an answer. Everything can be made more secure. Show them the risk and impact.
Re:AI is forcing us to pay off 40 years of technical debt by sensanaty on Wednesday November 04, 2026 @11:16AM (#50367740)
I've been in plenty of meetings with non-technical folk who basically shut their ears off whenever anyone brings up explanations for things like why security matters.

I now work in a highly regulated field (payments/banking) and it's a bit better, but from prior experience if there's no regulator to beat people with, they will simply not give a shit, the only thing they want is to shove out whatever feature as fast as humanly possible.

As an example GDPR was a godsend because I could finally convince people to get rid of the 11 trillion stupid analytics and tracking bullshit we had "Because GDPR", whereas no number of arguments, no matter how well researched and presented, would ever convince anyone before

Re:AI is forcing us to pay off 40 years of technical debt by florbo on Wednesday November 04, 2026 @11:46AM (#50368230)
It never ceases to amaze me how common this situation is, where a quantifiable compromise is clearly the answer between engineering and leadership, yet none is presented by engineering. No party is ever inherently trustworthy, we all need quantifiable reasons to make decisions. I've never unquestionably trusted leadership, so I've never expected them to trust me.
Re:AI is forcing us to pay off 40 years of technical debt by pyrolistical on Wednesday November 04, 2026 @11:05AM (#50367570)
The business value is the savings from the cost of a security issue times its probability
Re:AI is forcing us to pay off 40 years of technical debt by leoqa on Thursday November 05, 2026 @07:38PM (#50386666)
That’s an intractable number that you could cook up but it’s just busy work in my opinion and the premise that everything that is obviously important needs a revenue number is wrong.
Re:AI is forcing us to pay off 40 years of technical debt by HPsquared on Wednesday November 04, 2026 @11:20AM (#50367804)
You first need to assess the risk of the current setup, and explain that the new setup will reduce the risk (which you may be able to express in monetary terms).
Re:AI is forcing us to pay off 40 years of technical debt by meindnoch on Wednesday November 04, 2026 @11:24AM (#50367871)
Hire a hacker to exploit the security mess.
Re:AI is forcing us to pay off 40 years of technical debt by ericyd on Wednesday November 04, 2026 @12:23PM (#50368683)
You could make an analogy to getting a flu vaccine. There's a small up-front cost, but you're making a bet that it will prevent or reduce the severity of a larger issue down the road. There's no guarantee that the larger issue would ever occur, but "getting the vaccine" makes it less likely to occur, and less costly if it does occur. Skipping the "vaccine" is a reasonable choice if the business is willing to incur substantial damages in the case of a large event in the future. To put hard numbers to it, you could always show numbers like "X% of our customers are likely to leave if we leak all their data to hackers", and base it on documented examples from recent history.
Re:AI is forcing us to pay off 40 years of technical debt by chasd00 on Wednesday November 04, 2026 @03:04PM (#50370773)
If you can't communicate the value of a proposal then you shouldn't be writing proposals. Find an expert and ask them to do it for you.
Re:AI is forcing us to pay off 40 years of technical debt by leoqa on Thursday November 05, 2026 @07:40PM (#50386679)
I’ve been a staff engineer in FANG for 15 years, presented many times, won awards, done sales pitches etc. I’m not interested in cooking up a number for an executive who can’t use their critical thinking to prioritize. Not everything is reducible and honestly it’s a bad faith take.
Re:AI is forcing us to pay off 40 years of technical debt by acedTrex on Wednesday November 04, 2026 @10:59AM (#50367471)
This is why open source eventually wins out, it doenst have this pressure.
Re:AI is forcing us to pay off 40 years of technical debt by naasking on Wednesday November 04, 2026 @03:51PM (#50371327)
It seems straightforward to present the tradeoff in a formulation that statisticians can understand, eg. the expected value of an 80% correct solution that ships now is higher than a 100% correct solution that will take 3 months. The opportunity cost of the extra care often only really pays off for security-sensitive code, like crypto, where the cost of failure is potentially catastrophic.