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Yeah, personally I would be shocked if this wasn't like botted or something to make it onto the front-page. It's not much further from blogspam in how little effort has been put into presenting this particular page. Just head over to the home page and behold the default Claude design and ridiculous $150/yr plan haha.

And I'm not even sure where the part is on the site detailing this '23% fall' mentioned in the title is. Cause there certainly isn't any historical data provided on the page...

Actually saying the name of the model in use? Like Opus 4.8, Sonnet 5, Fable 5, Haiku? So many models and it’s just so pointless if you don’t know which is which

Hello? What model is was used?? The fact that ‘Claude’ is used instead of any hard model really puts this article in serious doubt…

Marketing stunt by who dude? Do you really think Anthropic would really go this far? This whole situation is completely absurd. The federal government is arbitrarily restricting AI models without really providing any reasoning. This is not a clear and transparent government and it just feels like gears are moving behind the scenes that have lead this out of character restriction of private and extremely wealthy (at least on paper) companies without much media or presence of any kind from the fed's side.

Wow unsure why you are getting downvoted. It’s just odd. I just don’t get the skepticism towards this model. It’s released and it’s amazing. The hype was real and I can see why the researchers were anxious about releasing it.

Ah that I will admit. It gets shit done one way or another haha. This is why a sandboxed environment and a reproducible test DB is key here. I give read only access to my dev DB to my Claude, really removes the temptation that it increasingly has to “cheat”. E.g. doing something hacky and fixing the DB manually in a way that doesn’t solve the problem everywhere.

Personally I love when the AI has this amount of problem solving. But you have to build the environment around it that encourages solving problems right the first time, versus taking the easy way out and hacking out a solution.

It’s just all about constraining the behavior of the LLM into productive and permanent directions. The more advanced it gets, the more it feels like designing engineering processes rather than coding. Personally it’s a fun change of pace and it’s giving me a lot of opportunities to look at the project in working on at a wider lens. I find having to pump out features makes you myopic in a sense. I really miss the control I had over writing it all by hand, but I love just being able to build software. At the end of the day, what do you want? That’s the question I’ve had to grapple recently.

Personally I don’t mind switching gears to the bigger picture of why the software exists and what purpose it serves

Are you kidding man? Have you tried the new model for coding? It's absolutely incredible. After using it, I really see why they were so concerned. The jump in my workflows feels as large as the jump from 3.5 to 4o (OpenAI). It's just that good.

Issues I'd been kinda circling around for weeks, long standing errors in some long-running sync operations for a project I'm working on, all solved the same day the model dropped. Just incredible. And it's effectively a lot more token efficient I find as well (less so with sub-agents). Just areas where Opus 4.8 would occassionally get confused or venture down the wrong direction, just doesn't happen nearly as much as with Fable 5.

Like what is everyone who is dissing on this model / Anthropic using day to day? For me it's just an incredible jump in intelligence. So much so and so quickly after the modest bump from 4.8, that I really can understand why they are starting to shout warnings.

Haha thought you were referring to the upsell at the start asking to subscribe to the newsletter for $70 / year. But yes it does call out the unprecedented amount of money getting dumped into AI.

What turned me off though was this paragraph:

> This is a hysterical era perpetuated by liars, cowards, imbeciles, craven boosters and the easily-fooled. Those excited about generative AI are either the victim or the perpetrator of a con centered around a technology to ingratiate at the highest cost possible.

That's a very bold claim. Really anyone excited about generative AI dude? That's just an absurd claim, and makes it sound like he hasn't used an LLM since GPT 3.5. It's just the language is so hyperbolic and angry that it's giving me more rant vibes that really hurt the tone and damage the (many valid) claims he's trying to make.

Really tried to read through this all the way, but man I'm just not in love with this guy. I feel like the frustration is clouding his judgement. This line is another one with a fact that isn't really grounded:

> so, you know, they only need to grow by 496% by the end of 2029!

Which isn't wrong, but also Anthropic's revenue increased from $1 billion in Dec. 2024 to $47 billion May of 2026. Which of course doesn't guarantee that it will continue to grow at that scale, but it's clear that there is a strong demand for what they are creating.

Idk, not really sure what my point is here. There are just so many facts and numbers quoted in here... It's a bit exhausting to refute a piece like this, when parts are genuinely correct, and parts are maybe subconciously exaggerated due to some emotional leaking into the argument.

Trick is to not burn too much time worrying about the perfect skills and this and that. See a lot of people filling skills with LLM junk, or overdoing rules that start confusing the LLM. Just try Vanilla, see something you don't like? Then you make a skill and funnel the LLM to use it for the style of task it's working on. E.g. database work is a mixed bag with LLMs, they tend to do work in totally different styles if you leave them unconstrained.

Agents are unbelievably useful at helping takeover and refactor messy codebases though. I just started taking over this monstrous nightmare of a codebase, truly ancient code the bulk of it written over 10+ years ago in PHP. With the use of Claude / Codex I was able to port over the vast majority of the existing legacy storefront and laid the groundwork for centralizing the 10-20k LOC mega-controller logic over to reusable repo/service patterns.

Just shit that would've taking years previously, is achievable in under a month.

Yep, it’s still a bit off from being a true developer. But good news for existing software devs who will need to be hired to fix LLM balls of mud that will inevitably fall apart.

In my mind it’s not too much different than cheap contractor code that I already have to deal with on a regular basis…

Then you are boned unless it was architected well. LLMs tend to stack a lot of complexity at local scopes, especially if the neighboring pages are also built poorly.

E.g pumping out a ton of logic to convert one data structure to another. Like a poorly structured form with random form control names that don’t match to the DTO. Or single properties for each form control which are then individually plugged into the request DTO.

This is what I’ve discovered as well. I’ve been working on refactoring a massive hunk of really poor quality contractor code, and Codex originally made poor and very local fixes/changes.

After rearchitecting the foundations (dumping bootstrap, building easy-to-use form fields, fixing hardcoded role references 1,2,3…, consolidating typescript types, etc.) it makes much better choices without needing specific guidance.

Codex/Claude Code won’t solve all your problems though. You really need to take some time to understand the codebase and fixing the core abstractions before you set it loose. Otherwise, it just stacks garbage on garbage and gets stuck patching and won’t actually fix the core issues unless instructed.

Holy shit that did it, really appreciate that link sir

Thanks, will give that whirl. Appreciate the info

To temper expectations a bit, I’ve installed Linux recently on my HP Omen to pretty decent results. Still having some lingering issues, e.g the WiFi adapter going dead after a sleep. But have found the experience relatively similar to my recent windows installs.

For a laptop user who likes to game, you’ll definitely encounter some issues based on my experience. Better than it was 2 years ago, but it’s not a seamless experience (laptops!!) that you’d expect from posts like these.

For a Linux savvy user, it’s definitely worth the switch. I haven’t had any ads in months and it’s magical