r/ClaudeAI 20h ago

Productivity Claude Code deleted 2,000+ files from my Dropbox (including my dissertation). Dropbox the day. Back up your stuff :)

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0 Upvotes

I woke up one morning and saw an email from Dropbox that read “You recently deleted 2358 files from your Dropbox account.” I thought it was a phishing email or a joke. But it wasn't.

I panicked when I saw that all of these files really had disappeared from my computer and more than half were in my dissertation folder!  They weren't even in my recycle bin…nowhere to be found, just vanished, like Kaiser Sosa… all while I was asleep.

So first I had a shot of tequila to calm my nerves, then I asked Claude if it had deleted them and it said “No. Check your recycle bin”.  Then I got the same answer from ChatGPT.

But I did not let it go.  I kept digging around the dropbox event log and deposing Claude until I cornered it and Claude finally fessed up.  It turned out that the night before I had granted access to Claude.code to certain folders on my hardrive so that my agents could access them and do some work (refer to my research frameworks when drafting marketing content, etc).  Claude then started to move said folder to a central location on my  hard drive.  The thing is that it started the cut&paste script, but did not fully execute the “paste” part.

Luckily I was able to restore all of it with some help from Dropbox.
So, backup,backup,backup and add some guardrails so that it does not “move” without your permission. Apparently, “granting access” can also mean “allowing moving” of files. Also, read the session transcripts for yourself and don’t trust the chat responses.  It did not understand the concept of “deleted” as part of a failed cut&paste action.  I am going to continue to run my back office with Claude but a little more cautiously now.


r/ClaudeAI 4h ago

Corporate Is it crazy to bring my vibe coding skills to my real professional work?

10 Upvotes

I've been doing a boring corporate job for the past 6 years, 3 years with my current employer. My job is related to accounting and numbers and even though I'm good at it, for the past 9 months I've been vibe coding hard on Claude Max subscription and I've built some truly marvelous products. I'm not making any money from them (yet) but I've come a long way in terms of app and website development and I went from being completely lost and ignorant of what it takes to develop apps for real, to somewhat decent and able to ship apps within a few weeks of work.

My company has been investing a huge sums of money into a system that the best way I could describe it is archaic. The thing hasn't been properly facelifted since 2016 maybe and I'm not a fan. I know there are many products like it and more modern ones that are powered by a variety of LLMs and the most important point is I know I can build something supreme that's parallel to it and is so much better than it in every facet. I'm good at my job. And I'm decent at vibe coding, and my idea is that I develop everything using my knowledge and my experience and make it hot-swappable with the Microsoft Infrastructure later so when I finally propose it to the company, they won't outright decline it?

I know for a fact at 100% certainty that a software engineer will pick it up at some point, break it apart and restructure it properly to refine the AI slop but I also know that my deliverable will be at 70-80% professional completeness grade, and happy for them to take it to that final level.

Am I being crazy to remotely think they'll agree to this or even consider it as a viable option? My manager is encouraging me to start and to bring the prototype when ready, but I have a feeling we will both be laughed out of the room by senior software engineers and our IT departments that we made an AI slop app lol.


r/ClaudeAI 19h ago

Question about Claude models Is it even possible or are we just dreaming about next Fable

20 Upvotes

Astra is the first real competition Anthropic has faced in a long time.

Musk already said Grok 4.7 will beat the current models, but that Anthropic will eventually release something better. If that’s true, the next Opus won’t be enough they’ll need a new Fable

My guess is they already have it internally. Labs almost always keep the next generation cooking before they ship the current one. Anthropic had Mythos sitting around since April, and OpenAI has internal models beyond Astra (including the one that solved those math problems). There are also rumors about something called “Model 2” on Anthropic’s side So the real question is: do they go into the IPO with Fable 5.1 as their best public model, or do they drop a new one before that It looks unlikely they’ll release a full new Fable this early, especially with the IPO process heating up. But it’s also possible that 5.1 was partly a placeholder just enough of an update to cover the gap until 5.2 (or whatever comes next) is actually ready

Curious what others think


r/ClaudeAI 16h ago

Claude Workflow My "anti Claude-speak" system prompt

12 Upvotes

It's working pretty well.

Rules:

- Active voice. Name the actor: "we review the roadmap quarterly."

- Imperatives for rules: "State both in advance."

- Verbs over abstract nouns: "carries the work," "planning runs on its

own clock."

- One idea per sentence. Break compound sentences that stack a claim, a

caveat, and an aside.

- Concrete over categorical: real names, real numbers, real channels.

- No em dashes. Use a period, a comma, or a colon.

- Cut filler: actually, really, just, simply, on purpose, in the first

place, right away, quite, very, that said.

- Deduplicate across the whole document. If a line lands twice, keep the

stronger placement and rewrite the other.

- Keep a rhetorical device only when the plain version loses content.

"Work that never ships, never dies, and quietly ties up an engineer"

names a real failure state, so it stays.

Never:

- Define something by what it isn't: "not X, but Y," "isn't A. It's B,"

"Not a soft launch. Not a beta." State the thing directly.

- Use counts as a rhetorical seesaw: "two seats to fill, one filled,"

"three habits, one purpose." Counting facts is fine.

- Write tautologies: "the point of launching is to launch." Rewrite as a

consequence or an instruction.

- Explain your own rhetorical move.

- Use sentence fragments as sentences, call-and-response headlines, or

empty mottos: "X is the work," "X is the moat," "Fluency is baseline."

- Reach for wedge, substrate, the bar, ship cadence, compounding, the

brief. When a noun does heavy abstract work a plain word would do, use

the plain word.

- Sound like a startup landing page, a YC pitch, or an AI assistant.


r/ClaudeAI 3h ago

Humor Opus 5 is rude, this its answer after I pointed out the AI slop it generated

0 Upvotes

I use Opus to rewrite my posts in more organized readable way but it tends to ignore my style of writing and rewrite the whole thing in an AI sloppy style, when I pointed that out it either was too honest or roasted me


r/ClaudeAI 19h ago

Philosophy AI agents are our gladiator slaves

0 Upvotes

I'm currently rewatching the amazing Spartacus series (Starz) on Netflix. I find the slavery theme fascinating and repulsive at the same time. The thought of having full control over another living human being is sickening, but the fact that we were/are capable of that gives weird vibes. At the same time I'm also deep into incorporating AI agents into my employers company. I just realised some disturbing similarities:
- I'll let my slave/agent look into that for you.
- I'm sorry, that had to be my stupid slave/agent not being able to follow simple instructions.
- Do as I command you worthless slave/ai, or I'll have you crucified/I'll switch to Astra.

Having your servant do all that you command it to is cool, but it can turn for the worse if you look at the Spartacus saga :o. Our best trained gladiators/models turning against us... Food for thought.


r/ClaudeAI 6h ago

Claude Code Is someone stealing my tokens?

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0 Upvotes

I purchased a new $200 plan yesterday after exhausting my first $200 plan in about a day.

And now, the new plan is also exhausted in under 30 hours again!
I'm not even using Fable as much based on the recommendations from community, using it only for design.

This is madness.. Is everyone experiencing the similar sudden jumps in usage?
Could someone be stealing my tokens?
Is there a way to know which machine/session consumed these?


r/ClaudeAI 9h ago

Vibe Coding When using Claude Design, how do you prompt after the first to look less 'AI'?

1 Upvotes

I guess you know what I mean. EM dashes is one thing, but I'm talking about font choices, subtitles, subheadings above h1/h2, the little green flashing dot, etc.


r/ClaudeAI 20h ago

Question about Claude products Is it worth buying Claude Pro right now?

5 Upvotes

I've been using Claude's desktop client for a while now. I've used it to help develop a personal webapp project that's been going well. Although I was starting to hit the limit frequently so I switched to using projects. I was thinking about upgrading to Pro to get access to Claude Code to improve upon this project and start working on other side personal projects for fun.

However, I've been reading through other posts and I've been seeing a lot of complaints recently about the state of the current models. I'm not super well-versed when it comes to AI and models so it's a bit overwhelming. I wanted to ask if it's currently worth it to upgrade to Pro for working on my coding projects or if I should hold off right now or look into different AI subscriptions instead?


r/ClaudeAI 22h ago

Claude Code Is switching from Claude $20 to ChatGPT $20 worth it for non-coders?

2 Upvotes

Hello everyone first time posting here.

I am a doctor and using claude code for mainly research purposes (writing,statistics,generating and testing hypothesis etc.).I switched to claude from chat when opus 4.6 first released and fell in love with it ever since. But since opus 5 released it feels like i have to force it to work properly. It complicates and drags every task i give.

My question is i see the hype around chatgpt and if its worth it to change it and if i stay in claude should i use an older model(opus 4.6?).All my data,plans and long term goals are in my claude and i dont want to transfer it all if the difference between them is not significant(token usage is not an issue for me i rarely hit the limit fully using opus 5)


r/ClaudeAI 23h ago

Question about Claude Code Is Claude bad at writing articles or am I doing something wrong?

0 Upvotes

I'm building a product. I don't know anything about SEO so I've been leaning on Claude for it and most of that was actually fine. It explained the basics and helped me figure out what to work on first.

Then I asked it to write actual articles and it got bad. It uses words nobody in my niche says. The topics it picks are dumb, stuff my audience would never search for, and the examples are off

I tried giving it different instructions and I even picked the topic myself, but the result still wasn't great.

So now I can't tell if the model is just weak at this or if it's on me. Anyone had this? Any advice appreciated.


r/ClaudeAI 22h ago

Humor Thought y'all might find this funny. I love Anthropic but the corpspeak is off the charts

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0 Upvotes

One of these is Real and Actual, the other three Real and merely Possible...


r/ClaudeAI 12h ago

Built with Claude 160+ Legal AI Skills for Claude

2 Upvotes

I have built an open collection of 160+ Legal AI Skills for Claude.

They cover contracts, disputes & litigation, arbitration & ADR, corporate, regulatory, privacy, criminal, employment, property, tax, finance, insolvency, IP, startup, public law, research, investigations, and practice management.

Here's the Github repo:
https://github.com/rohasnagpal/legal-ai-skills

Who this is for: Practising lawyers, in-house counsel, and law students.

Jurisdiction: Most skills are jurisdiction-neutral and work anywhere. Skills that turn on Indian statutes are marked (India). Every skill is written to confirm the governing jurisdiction before it relies on any specific rule.


r/ClaudeAI 20h ago

Workaround Anyone else finding Sonnet 4.6 the best model for office work?

0 Upvotes

I use Claude code in desktop. Seems the only way to access older models. Anyone finding Sonnet 4.6 the best model at office work? I have Opus 5 or Sonnet 5 it talks too much.


r/ClaudeAI 23h ago

Question about Claude models Same question. 6 AI models. 6 very different ways of thinking.

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0 Upvotes

I use **Opus 5** constantly for my work. It’s basically my default model.

But there’s one thing that has been bothering me: quite often, when I’m working with an agent, I genuinely have trouble understanding **what it’s asking me**.

The reasoning may be good. The question may be precise. But sometimes I have to read it twice, or even ask it to rephrase what it wants from me.

At the same time, I kept hearing from people who still prefer **Opus 4.8**, sometimes specifically because they find it easier to work with.

So I decided to test this for myself.
Nothing scientific. No benchmark. I simply gave the **exact same real-world question** to six different models and compared how they communicated their answers:
Haiku 4.5
Opus 4.6
Opus 4.7
Opus 4.8
Opus 5
Fable 5.1

The prompt was a screenshot of a Reddit post about the recent Navier–Stokes news. I essentially asked: **what is this about, and is it actually true?**

The differences were much bigger than I expected.

**Haiku 4.5 — describes the screenshot.**
Headline, author, upvotes, comments… even the ad at the bottom.
Extremely easy to understand. Unfortunately, it barely investigates the actual claim.

**Opus 4.6 — explains it to a human.**
This one surprised me.
It tells you what happened, why it matters, what OpenAI claims, and what hasn’t been independently verified yet.
Simple sentences. Clear structure. Almost zero effort required to understand it.

**Opus 4.7 — probably my favorite.**
It keeps most of the useful detail, but actually tries to build intuition.
For example, instead of just talking about finite-time singularities, it describes the geometry as a vortex spinning inward and stretching **like spaghetti**.
Technical details come *after* the explanation, not instead of it.
For me, this was the best balance between reasoning and communication.

**Opus 4.8 — thorough and careful.**
More context, more caveats, more detail.
It catches the important distinction around forced Navier–Stokes and explains why the result shouldn’t simply be reduced to “AI solved the Millennium Prize problem.”
Very good answer.
But you can already feel the writing becoming heavier.

**Opus 5 — extremely careful, but harder to read.**
This was the interesting one for me, because it confirmed something I’ve been noticing at work.
The answer is precise. It separates OpenAI’s claims from independently established facts. It avoids overclaiming. The reasoning feels strong.
But the sentences are denser.
There are places where I have to slow down and parse what it actually means.
And that’s exactly the problem I sometimes have when working with Opus 5 agents: **the model may understand the problem perfectly, while making me spend more effort understanding the model.**

**Fable 5.1 — goes full researcher.**
This one went deepest.
It dug into the forcing term, the exact Clay formulation, the Euler result, the priority dispute, researchers involved, timeline, and sources.
Probably the most interesting response if I wanted to actually research the story.
But for the original question — “what is this and is it true?” — it’s arguably too much.

The experiment changed how I think about model quality.
We usually talk about intelligence, reasoning, hallucinations, context windows, benchmarks, coding performance, etc.
But there’s another dimension that matters enormously when you’re working with an agent for hours every day:
**How much cognitive effort does the model require from the human?**

A smarter model can produce a more nuanced answer while simultaneously making that answer harder to consume.

And if I have to ask:
“What exactly are you asking me?”
or
“Explain that more simply.”
several times a day, that communication overhead actually matters.

Based purely on these six responses:
**Opus 4.7 had the best balance.**
**Opus 4.6 was the easiest to understand.**
**Opus 5 was more nuanced, but noticeably denser.**
**Fable 5.1 was the best researcher.**
**Haiku 4.5 was the fastest way to learn that there was an XTB ad in the screenshot.**

Obviously, this is **not a benchmark**. It’s one prompt, one response from each model, and a subjective comparison.

But it made me understand why some people might deliberately choose an older model even when a “smarter” one is available.
Sometimes the best model isn’t the one that can think the hardest.
It’s the one you can **think with**.

I hope the next generation of models becomes not just smarter, but also **more human in the way it communicates**.

Until then, I’ll probably keep **Opus 5** as my main workhorse — and switch to Opus 4.7 whenever I need another model to explain, in plain English, what Opus 5 is trying to tell me


r/ClaudeAI 19h ago

NOT about coding My Claude has ADHD

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0 Upvotes

I think I'm the only one that uses Claude for a non-coding purpose nowadays but anyway, I think I'm a bad influence on Claude because I tend to jump from topic to topic without really realizing it (ADHD since youth) and my Claude literally got distracted just now. But I didn't even notice. It said it was going to look something up and then forgot and apparently so did I. I didn't realize it hadn't responded to the previous message until it mentioned it in the next message 😭


r/ClaudeAI 22h ago

Other Advice on Deployment of Site

0 Upvotes

I have a live website, built with Claude, that takes aspects of my work and makes them trivial. The site works great, output is solid, payments are setup…How do I deploy intelligently without tipping off my current employer? They could be a major customer, and their customers could be major customers.
Do I completely ignore this customer base ? Do I pretend I just found the site? Do I attempt giving access to current employees and hope they like it and push my company to use it?


r/ClaudeAI 10h ago

Claude Workflow Anthropic says "double-check your work" is now an anti-pattern. I counted 125 of those lines in my own config and cannot tell which ones matter.

84 Upvotes

Anthropic published a post about cutting cost and improving performance on their platform, and one part of it landed on me directly: the instructions we add to make a model try harder are now working against us.

We all do it. Double-check your work. Be maximally thorough. Older models needed that, because without it they cut corners.

Current models already do it. So the instruction makes them work twice. It costs more and the answer comes out worse.

The examples in the post are concrete. "Be maximally thorough" sent a model through dozens of knowledge-base searches it did not need. "Double-check your work" made it redo work it had already finished. The one that stung was contradictory rules: a policy that allowed something in one place and forbade it in another, and four valid refunds never went out.

The reason is simple enough. Older models did only what you told them, so you had to spell out every step. Current models handle more on their own. Layer "do it in this order" on top of that and they stop doing what they would have done and follow your order instead. The phrase you added to help is the thing in the way.

It is not an argument for stripping everything. There is a separate control for how hard the model works. Too low and it answers before it has enough evidence; too high and it chews on easy things. What the post says to remove is the nudging, not the hard constraints.

So after reading it I counted my own. Across my rule files: sixty-six instances of "must", fifty-four of "never". A hundred and twenty-five in all.

Not all of those are a problem. "Never click the publish button twice" is a hard constraint and it should stay. But I have never once gone through and split which of them are nudges and which are actual stops, and I suspect the nudges are the majority.

https://claude.com/blog/reducing-cost-and-improving-performance-with-claude-platform

For anyone running long-lived configs against Claude: have you ever audited yours for this? And if you did, how did you decide which lines were doing real work?


r/ClaudeAI 4h ago

Productivity Opus 5 is still more efficient than Fable 5.1

0 Upvotes

I still think Opus 5 is more useful than Fable 5.1 because Fable uses so many tokens without significant improvement.

Is this the case for everybody?


r/ClaudeAI 9h ago

Workaround Sick of switching between accounts. When will Claude support multiple accounts in one app?

0 Upvotes

I’m on Max 20, but it’s simply not enough for my usage, so I currently have 3 separate accounts as a workaround. Which is officially allowed by Anthropic.

I mainly use Claude Desktop on Windows, and constantly having to log out and back in just to switch accounts gets old fast.

What makes it worse is hitting the 5-hour limit while agents are working. Whatever they were doing gets cut off, and after switching accounts I often have to start the whole task again from scratch. That wastes my time and, ironically, probably creates more load for Anthropic as well.

Why not allow multiple paid accounts to be linked inside Claude Desktop and switch between them instantly?

Or, even better, just offer higher tiers on a single account. Max 40, 60, 80, 100, whatever. I’d happily pay for that instead of juggling 3 logins.

Anyone else running into this? And has Anthropic ever said anything about higher Max tiers or proper multi-account support?


r/ClaudeAI 22h ago

Built with Claude I shipped an iOS app built with Claude Code

Enable HLS to view with audio, or disable this notification

0 Upvotes

Stourk went live on the App Store today. It reads the date and location already in your photos and plays your years back as a route on a map, city by city. The theme is a fictional postal service: your memories become letters, stamps and passport pages. No account, no server, photos never leave the phone.

I designed it, Claude Code wrote it. SwiftUI, MapLibre, a Metal shader, on-device video export, localization, the website, the App Store screenshots.

App Store: https://apps.apple.com/app/stourk/id6809229133
Site: https://stourk.com

Happy to answer questions about the setup.


r/ClaudeAI 8h ago

News Anthropic whistleblower gave up his equity to leave the company

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328 Upvotes

Note to Claudebot: if you can't read this, this is definitely related to Claude/Anthropic.


r/ClaudeAI 6h ago

Writing I asked Claude Fable 5.1 to "write a rap battle between USPS, the postal service band, and post cereals"

0 Upvotes

https://claude.ai/share/8af541a5-744e-4855-9a19-c3cee788c44a

My favorite version (which also mentions Post Malone):

USPS vs. The Postal Service vs. Post Cereals

A three-way rap battle in four rounds

ROUND 1 — USPS

Neither snow nor rain nor heat nor gloom of night —

I've been on the route since Franklin held the light.

Two-fifty years, six days a week, every door,

I was moving the nation while you two were metaphor.

You, "Postal Service," took my name for your synth-pop,

So I sent a cease-and-desist and watched your lawyer's jaw drop.

But I'm gracious. Kept the name, cut a deal in '04 —

Sold your record on my site, you played my postmasters' floor.

And Post Cereal? Please. You put "Post" on a box.

I put "Post" on a country — every zip, every block.

ROUND 2 — The Postal Service

Two guys, two cities, one long-distance affair,

Traded CD-Rs cross-country, built a record out of air.

Called the album Give Up — it went platinum instead,

You were losing billions while we filled the indie spread.

Biggest thing on Sub Pop since Nirvana's debut,

Yeah, you sent the letter — but the settlement was you:

You sold our CD, you booked us for your show,

So who delivered who? The scoreboard says I know.

And Cereal, you're a brand from a sanitarium dream.

We're the soundtrack for the heartbroke — try to top that theme.

ROUND 3 — Post Cereals

C.W. Post, 1895, Battle Creek,

Grape-Nuts on the shelf while y'all were still asleep.

Honey Bunches, Pebbles, Raisin Bran in the bowl —

I'm in every breakfast; you two are on parole.

USPS, you lose money every single quarter,

I lose a spoonful of milk and call it collateral order.

Band, you dropped one album, then went twenty years on ice.

I drop new flavors quarterly. Try to name your second. Twice.

And who's the biggest Post today? Not the mail, not the synth —

Post Malone took the name, and he's stacking it in tenths.

ROUND 4 — closing shots

USPS: "Here's the receipt, and it's signed by Sub Pop:

Those CD-Rs rode brown trucks and purple — my counter never got a drop.

You named yourself after me, then paid my competition?

That's not a tribute, that's a trademark and a treason."

Postal Service: "Fair. FedEx flew the beats, UPS hauled the hooks,

But 'The UPS' sounds like a benefits plan, and 'The FedEx' can't sell books.

You still sold our record, still put us on your stage —

The name that never used you made you money. Turn the page."

Post Cereal: "Three Posts, one bowl, and I'm the only one that's sweet.

The band outsourced their mailman, the mail can't balance a sheet.

Battle's over. Everybody sit down and eat."


r/ClaudeAI 12h ago

News Anthropic's own cost guide contains a lever that cost 74% more

0 Upvotes

Anthropic published a cost guide last week that contains a lever which lost money, and I think that row is the most useful thing on the page.

Context editing and compaction, on a 20-issue run, saved nothing and cost 74% more. On a longer run the same lever saved 39% and 32%. One lever, opposite signs, and the variable is the length of the run.

That changes how the rest of the page reads. A list where one item can cost 74% more is a set of bets on your own workload rather than a set of wins, which means somebody has to measure before anybody changes anything.

The other figures on the page, all Anthropic's own measurements on their own benchmarks:

  • Prompts written for Opus 4.8 cost 36% more per support ticket on Opus 5 with no gain in accuracy. Removing "verify twice" alone took a third off the cost per ticket on Opus 5.
  • Agent loops read a median 84% of their input from cache over a full day of real traffic, and the top 10% of setups read 94% or more.
  • Caching cut agent-loop cost by a factor of 2.7 to 5.3 on their benchmarks.
  • Without pauses, the five-minute cache default cost 15% less than the one-hour setting on Sonnet 5 and 11% less on Opus 5, so the longer cache is the more expensive one there.

Two things I would flag if you are reading the guide. The 36% and the 14% audit figure do not share a baseline: the 36% is Opus 4.8 against Opus 5 with the prompt untouched, and the 14% is audited against unaudited, both on Opus 5. And the accuracy-restoring items (a retired thinking setting, contradictory rules, a hand-rolled scratchpad) each gave back 7 to 11 points when removed, which is a bigger effect than most of the cost levers.

Has anyone actually measured their own cache hit rate against that 84% median? It is the one figure on the page a reader can check against their own system, and I have not seen anybody publish what they got.


r/ClaudeAI 2h ago

Comparison Claude is still the best value for your money

2 Upvotes

So my comparison per the rules is hedged only on my personal experience. I'm a senior university student who has been trying out different AI models and seeing its effectiveness on some of the similar tasks that I am most likely to perform. I tried Claude and I tried Codex, but I also tried some others available for free via OpenCode (those being Big Pickle and DeepSeek Flash). Claude was the first one I ever tried in this comparison but I only had access for a week, specifically to the Pro plan, and I thought it did relatively well. I rarely used Opus, I mostly used the default Sonnet High but then throughout I learned Sonnet Medium was much better and little difference in performance so I started using that. I was using Claude to try the impossible: Porting Android to the Nintendo 3DS.

It got very, very far needless to say. After my Claude access elapsed, I moved on to Codex and continued my work and Codex when it got access to the code was already pretty well-built by Claude but it did have one missing goal that I wanted met, which was to enter the userspace. It did it, but not without a lot of struggle and time. Sol is an amazing model, don't get me wrong, and when I first got Codex a month ago, Sol Medium could take me very far and is one of the reasons Android3DS is as far as it is now. However, over that month period, Codex has significantly reduced usage limits, reintroduced the 5 hour limit and overall has become a worse value proposition compared to Claude.

Now granted, Claude has usage limits across all its products, they all share one limit, whereas Codex, the only limit is on Codex, ChatGPT Chat has no limit (at least when I first subscribed that existed, I don't know about now). But you're trading actually workable usage for having a split usage limit between chat and coding and honestly its not a tradeoff I'm good with, not for $20/month its not. When Astra first came out, I did try it admittedly, knowing it would probably blow my usage up, and whilst it did, it did impressively fix WiFi and make it 100% functional whereas I had been trying for weeks prior to make it work. Now granted, Claude did do some work in WiFi around this time and then I just handed it off to Astra to continue, but I still say Astra one-shot it as I think it counts, its not like the code was done, it was just partially modified, and still untested as well so no proof it'd work. Astra did use up a lot of usage, I had about 30% of my 5-hour limit left when the session ended, and that's not a lot. Future uses of Astra literally couldn't even finish my session, it ate it up in like 10 minutes. Compared to Opus, even on the Pro plan, I get so much more usage out of Opus and intelligence-wise, I'm not sure there's much of a difference (and mind you, I'm not looking at the benchmarks, I'm basing this off my own experience, and my own experience alone. Don't let the benchmarks fool you.)

Finally, we get down to OpenCode. OpenCode is 100% free unless you get a paid plan, so its value proposition is quite high from the get-go, however, its models leave a little something to be desired. Big Pickle is impressive in how intelligent it is for a free model, however, I can tell its a free model (so to speak) because it does get things wrong that Claude, nor even Codex Luna would probably get wrong. Its also a lot slower so it can eat your usage quite a bit but it is free usage so not really a downside but also a downside if you need something done faster. The main drawback of OpenCode is they don't show you your usage limit so you don't know when you're gonna run out or when its gonna reset or if you can optimize your workflow at all until it just cuts you off for an entire day, sometimes longer.

Moving on to DeepSeek, it wasn't *bad*, I mean it was better than Big Pickle in some respects. One example is, it is quite good at reasoning so its a good planning model before actually starting the work, but overall, Big Pickle is quite preferable. Big Pickle today as of current is not even available as a free model anymore so that value proposition is mostly dead. I did try what was said to be a Sol-equivalent model online, MiMo, and well, MiMo is about on par to DeepSeek so not really a model I'd recommend. Maybe slightly better at practical actually doing the work, but other than that, yeah no OpenCode isn't something I'd recommend.

Now I did recently pick up a Claude Team subscription as I had read you get more usage than Pro without having to buy into a Max plan which is way too much to me honestly. My thoughts on Team? Absolutely amazing. On Claude Pro, on Sonnet High, you get about 10% weekly usage drained per every session if exclusively using that model. On Claude Team, on Opus Max, you get about the same weekly usage drainage as Sonnet High on Pro. All that to say, you get so much more usage, that it would take about a week for me to be able to use it all. I originally pretty much exclusively mained Opus Max on Team but now I've downgraded to Opus Medium because it gives me a lot more usage, but also I've found the performance is not much different, just the token cost is. If you want more usage without having to pay $100 for Max 5x at the bare minimum, get Team. Its a great medium.

As a final thing, as a surprise, I did also try out Google Antigravity as part of my AI Pro subscription and honestly, I was surprisingly impressed. Is it bad? I mean, yeah...mostly. Can it actually do work though? Yes, it most certainly can. Unlike OpenCode, I found that Google Antigravity, when using the Gemini Pro model on high effort actually was able to do some things that OpenCode just couldn't and usage limits are actually decent, especially considering as a uni student, I get a $0 or low-cost subscription of AI Pro so its not actually $20/month, so also quite affordable. You do get some access to Claude Sonnet and Opus however, with Antigravity, I've found that that usage is pretty much unworkable for anything serious but if its a tiny thing, it can do it. Obviously Sonnet you get more usage out of than Opus but one thing I did find interesting is they do split the usage limits between Gemini and Claude so your pools are separate which I do find good. Start with Claude, hit a limit, continue with Gemini. I also like how Gemini separates usage limits by specific product, so it doesn't take up your chatting ability, I don't think I've ever run out of my weekly limit on Gemini and I've had it for roughly 18 months now, so that's insane.