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Claude Sonnet 4.6

anthropic.com

921–930 of 1001 posts

Re: Claude Sonnet 4.6

#921
post #909

Earlier quoted context omitted.

I think it's a move from feature-centric SaaS to data-centric SaaS. You can say that a SaaS consists of two components, the features and the data on which those features operate. If the cost of feature development goes to 0, and development speed goes to infinity, you can no longer compete on features alone. The Constraint shifts; it's no longer what features you can deliver, it's whether you have access to enough da…

> "enterprise OS", some kind of Salesforce / ERP-like platform where all the data about a business is kept I read this, turn it to "person", and see Google/Android (maybe Microsoft/Windows/Office to a lesser degree) shooting off if they design their data APIs to be gen AI usable. Which they mostly already are. If individuals can vibe code personal apps easily because their personal/relevant data is already in one pla…

Right. You can't vibe code an iOS app because the agent can't step into that cathedral. What I'm curious about is will this result in Apple locking down that cathedral even more or opening it up a bit - for example by better supporting progressive web apps.

Apple is benefiting hugely from Openclaw because the Mac Mini's are selling like hot cakes. My hope would be that apple embraces that community, but given the history of the senior leadership, I'm afraid that they will not do so.

Re: Claude Sonnet 4.6

#922
post #903

The demise of saas has been overplayed imho. When companies buy software they are essentially buying something that solves a problem and the insurance that comes with that. Part of that means they get to pick up the phone and complain if something doesn't work and someone on the other end has to listen. There is also a strong community aspect to software, someone asks for an enhancement others can benefit etc. I just…

it's not the end of software, there will be infinitely more of it it's the end of 80-90% margins that the valley coasted on for the last 20 years. Salesforces of the world will not lose to an LLM, they will lose to thousands of tiny teams that outship them and beat them on cost instead of 7 figure contracts you'll have customized tailored tools for enterprises, and on the other end you'll have a custom nearly free CR…

> unless it's a platform with network effects and heavy lock in

I'm always slightly amused when buzzwords are thrown around vaguely such as "network effect" and "lock in". Those are not entirely a matter of a better sales pitch or bandwagoning. They're about the actual product.

> they will lose to thousands of tiny teams that outship them and beat them on cost

They won't, but this is the actual reason. Nobody likes dealing with support or maintenance, and having to reach out to tiny teams is death by a million papercuts for the end user too. The established players such as Salesforce, ServiceNow, etc. have a mature product that justifies the 7-figure contract price, and there are always lower tiers of the same product for those who are that price sensitive.

Re: Claude Sonnet 4.6

#923

Earlier quoted context omitted.

> «It's very simple: prompt injection is a completely unsolved problem. As things currently stand, the only fix is to avoid the lethal trifecta.» True, but we can easily validate that regardless of what’s happening inside the conversation - things like «rm -rf» aren’t being executed.

Congrats, you just solved halting problem.

That's a common misconception. You can request a proof of harmlessness, and disregard anything without it.

Re: Claude Sonnet 4.6

#924

The demise of saas has been overplayed imho. When companies buy software they are essentially buying something that solves a problem and the insurance that comes with that. Part of that means they get to pick up the phone and complain if something doesn't work and someone on the other end has to listen. There is also a strong community aspect to software, someone asks for an enhancement others can benefit etc. I just…

> I just don't see a world where every corporation is building their own accounts, crm, hr software. I agree on that point. But I think the industry will still take a huge hit. As SaaS may not be killed by any random individuals, but big corps. - We just moved from sharing skills about good practice for a few functions to skills about good architecture/design/marketing practices. It's just a question of time before w…

>provide high scale replacements for simple and expected softwares

I like the "Amazon Basics" analogy.

Also consider that these enterprise platforms are both very expensive and very customizable. Consider SAP which is a huge proprietary mess - including the backing store. An enterprise that buys into SAP is also buying into spending $1M+ a year on consultants.

Open enterprise software will have at it's core open relational database schemas that can be run on the database engine of your choosing. The AI models will be very familiar with those schemas and with the presentation tiers, and will be building a bespoke business app - but not from scratch.

I think the enterprise software consultancies are going to be in trouble. New consultancies will soon emerge who will help move customers off of the legacy platforms.

Re: Claude Sonnet 4.6

#925

The demise of saas has been overplayed imho. When companies buy software they are essentially buying something that solves a problem and the insurance that comes with that. Part of that means they get to pick up the phone and complain if something doesn't work and someone on the other end has to listen. There is also a strong community aspect to software, someone asks for an enhancement others can benefit etc. I just…

Who said SaaS is dead?? The HN uber-brain? The people who thought MongoDB was God's gift to databases? Don't listen to think-pieces you find here, they're wrong by default. Normal people (and businesses) don't want to build and run software products, they want to pay someone else to do it for them.

Re: Claude Sonnet 4.6

#926
post #903

Earlier quoted context omitted.

it's not the end of software, there will be infinitely more of it it's the end of 80-90% margins that the valley coasted on for the last 20 years. Salesforces of the world will not lose to an LLM, they will lose to thousands of tiny teams that outship them and beat them on cost instead of 7 figure contracts you'll have customized tailored tools for enterprises, and on the other end you'll have a custom nearly free CR…

> unless it's a platform with network effects and heavy lock in I'm always slightly amused when buzzwords are thrown around vaguely such as "network effect" and "lock in". Those are not entirely a matter of a better sales pitch or bandwagoning. They're about the actual product. > they will lose to thousands of tiny teams that outship them and beat them on cost They won't, but this is the actual reason. Nobody likes d…

i'm talking about ubers, airbnbs, amazons, googles and facebooks of the world, marketplace software that aggregates supply and demand

> They won't, but this is the actual reason. Nobody likes dealing with support or maintenance, and having to reach out to tiny teams is death by a million papercuts for the end user too.

you will have thousands of linear like products eating the slow moving jiras of the world. great small product driven teams, not slop thrown together by your mom

AI raises the ceiling much further than the floor and it raises the floor a ton. the best software, movies, etc will still be produced by experts in their field, they'll just be able to do way more for less.

the bottleneck at large orgs is communication already, this will get even worse when time to produce stuff goes way down. big cos will drown in slop and are probably better off starting from scratch

Re: Claude Sonnet 4.6

#927

The demise of saas has been overplayed imho. When companies buy software they are essentially buying something that solves a problem and the insurance that comes with that. Part of that means they get to pick up the phone and complain if something doesn't work and someone on the other end has to listen. There is also a strong community aspect to software, someone asks for an enhancement others can benefit etc. I just…

They’re not going to build their own, it’ll just be one of the many capabilities of the agent platform they use. A 2024 SaaS is just a playbook for next-gen AI.

You don’t buy a spelling correction program because it got built into Word. And now, the OS…

Re: Claude Sonnet 4.6

#928
post #883

The demise of saas has been overplayed imho. When companies buy software they are essentially buying something that solves a problem and the insurance that comes with that. Part of that means they get to pick up the phone and complain if something doesn't work and someone on the other end has to listen. There is also a strong community aspect to software, someone asks for an enhancement others can benefit etc. I just…

Right on.. we already have open source alternative to all the major SaaS out there and companies still opt for the SaaS option instead to avoid the headache of self-hosting and all the other stuff. The extra resources that AI affords you will be directed to building more features for your customers.

> open source alternative to all the major SaaS

The question is "open source" vs "proprietary". Open source will become the majority of SaaS. But the industry needs to find the right business model. I think the model will look, to the enterprise clients, largely the same as today. There will still be usage costs (both per user and storage) and support costs. But there will not be "license costs". And there will be much less lock-in.

Re: Claude Sonnet 4.6

#929
post #267

Enabling /extra-usage in my (personal) claude code[0] with this env: "ANTHROPIC_DEFAULT_SONNET_MODEL": "claude-sonnet-4-6[1m]" has enabled the 1M context window. Fixed a UI issue I had yesterday in a web app very effectively using claude in chrome. Definitely not the fastest model - but the breathing space of 1M context is great for browser use. [0] Anthropic have given away a bunch of API credits to cc subscribers -…

That sounds awesome but I’m pretty sure you get charged for it in addition to a max plan you may already be paying 100 or 200/month for. Otherwise, I’d be all over opus 4.6 1m. Could be worth the cost of course but I’m not in a position to spend that right now.

Re: Claude Sonnet 4.6

#930
post #702

Earlier quoted context omitted.

This is the elephant in the room nobody wants to talk about. AI is dead in the water for the supposed mass labor replacement that will happen unless this is fixed. Summarize some text while I supervise the AI = fine and a useful productivity improvement, but doesn’t replace my job. Replace me with an AI to make autonomous decisions outside in the wild and liability-ridden chaos ensues. No company in their right mind…

Part of the problem is the word "replacement" kills nuanced thought and starts to create a strawman. No one will be replaced for a long time, but what happens will depend on the shape of the supply and demand curves of labor markets. If 8 or 9 developers can do the work of 10, do companies choose to build 10% more stuff? Do they make their existing stuff 10% better? Or are they content to continue building the same a…

AI says:

1. The default outcome: fewer people, same output (at first) When productivity jumps (e.g., 5–6 devs can now do what 10 used to), most companies do not immediately ship 10% more or make things 10% better. Instead, they usually:

Freeze or slow hiring Backfill less when people leave Quietly reduce team size over time

This happens because:

Output targets were already “good enough” Budgets are set annually, not dynamically Management rewards predictability more than ambition

So the first-order effect is cost savings, not reinvestment.

Productivity gains are initially absorbed as efficiency, not expansion.

2. The second-order effect: same headcount, more scope (but hidden) In teams that don’t shrink, the extra capacity usually goes into things that were previously underfunded:

Tech debt cleanup Reliability and on-call quality Better internal tooling Security, compliance, testing

From the outside, it looks like:

“They’re building the same amount.”

From the inside, it feels like:

“We’re finally doing things the right way.”

So yes, the product often becomes “better,” but in invisible ways.

3. Rare but real: more stuff, faster iteration Some companies do choose to build more—but only when growth pressure is high. This is common when:

The company is early-stage or mid-scale Market share matters more than margin Leadership is product- or founder-led There’s a clear backlog of revenue-linked features

In these cases, productivity gains translate into:

Faster shipping cadence More experiments Shorter time-to-market

But this requires strong alignment. Without it, extra capacity just diffuses.

4. Why “10% more” almost never happens cleanly The premise sounds linear, but software work isn’t. Reasons:

Coordination, reviews, and decision-making still bottleneck Roadmaps are constrained by product strategy, not dev hours Sales, design, legal, and operations don’t scale at the same rate

So instead of:

“We build 10% more”

You get:

“We missed fewer deadlines” “That migration finally happened” “The system breaks less often”

These matter—but they’re not headline-grabbing.

5. The long-run macro pattern Over time, across the industry:

Individual teams → shrink or hold steady Companies → maintain output with fewer engineers Industry as a whole → builds far more software than before

This is the classic productivity paradox:

Local gains → cost control Global gains → explosion of software everywhere

Think:

More apps, not bigger teams More features, not more people More companies, not fatter ones

6. The uncomfortable truth If productivity improves and:

Demand is flat Competition isn’t forcing differentiation Leadership incentives favor cost control

Then yes—companies are content to build the same amount with fewer people. Not because they’re lazy, but because:

Efficiency is easier to measure than ambition Savings are safer than bets Headcount reductions show up cleanly on financials

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