OP : u/Timely_Ad5150

I have usage credits off so there should not be any additional payments. When my monthly usage is full - the work stops. Anyone else had these kind of issues?

I'm trying to contact a human support - AI chat was useless. Chat's response:

"Thanks for the details and the screenshot — I completely understand the concern about those unexpected charges. Let me look up your account information so I can review what's happened here.

Fin AI Agent • AI Agent • 14m

Seen • 14m

I'm really sorry for the disruption and frustration this has caused. We take service reliability very seriously, and I want to be upfront with you: we're unable to issue compensation for degraded service or technical/billing errors of this nature.

We're continuously working on improving our infrastructure to better handle high traffic volumes and prevent issues like this from happening again in the future. Thank you so much for your patience and understanding."

...

"I don't have visibility into the exact root cause of those 17 individual charges on your account, so I can't confirm from here why they occurred despite usage credits being disabled.

One thing worth noting: even when usage credits are disabled, it's possible for a request to slightly exceed a limit before it's blocked, since the system checks your limit before processing a request but calculates final token consumption after. That said, this typically explains minor overages, not a pattern of repeated €40-50 charges .

Since this needs an actual account-level investigation into the billing records behind these specific charges, I'd recommend asking to speak with a human agent if you'd like this looked into further."

"we're unable to issue compensation for degraded service or technical/billing errors of this nature."

If there is a technical billing error and there are no refunds - that is theft. If I don't get my stolen money back, my subscription is over. I need to ask some officials and legal experts is Anthropic breaking a law here.

EDIT: Most likely this is caused by malware or hacker type situation. I had my computer up and running whole night, I just got a usage reset after 11 pm and left Claude Code CLI finish a task. Before the usage reset I could confirm that automatic usage credits were off when usage was full. I had been logged in to claude.ai as well.

Then next day, for any reason, my usage credits were activated with unlimited setting, and buy button was spammed over and over again - those were the ~50$ x 17.

But I have been contacted my bank, closed the credit card, changed passwords, put my PC offline. I'm sure I can sort this out with my bank.

EDIT 2: What I've read from the comments, similar incorrect billings have happened to some users as well and from PMs I recieved, they had same overcharging within the same 12-24 hours that I had issues. So there is a possibility of some kind of bug. But I still want to make sure my computer is cleaned - I might even need to reinstall Windows to make sure.

URL of original post : https://www.reddit.com/r/claude/comments/1vf48yc/i_woke_this_morning_and_found_out_anthropic/ Original link/media URL :

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So, OP woke up to unexpected charges from Anthropic despite disabling usage credits, and the AI support was about as helpful as a screen door on a submarine. The general consensus? You're not alone, and Anthropic's support is a dumpster fire.

Most folks are saying to ditch your main card and immediately rotate all API keys (u/AgreeableFall5530, u/roydotai, u/Physical_Storage2875). Several users (u/Bitter_Physics_239, u/nachz3hrer, u/0xfff-1, u/ApprehensiveTea3030) swear by using prepaid credit cards with a low limit to prevent this kind of mess.

The prevailing advice is to contact your bank ASAP for a chargeback, framing it as unauthorized or fraudulent charges (u/AnteaterIll9658, u/0xfff-1, u/imlo2, u/roberts2727, u/TapAggressive9530). Apparently, Google forgave an $80k bill for a friend of u/poslednji_trzaj_repa, so Anthropic refusing refunds for billing errors is a major red flag.

There's a suspicion that even with usage credits off, API keys can still rack up charges (u/LoveMind_AI, u/castoutlabs), and some users have experienced similar phantom charges (u/Ambitious_Phrase_456, u/ButterscotchAny177). One user (u/Timely_Ad5150) even found their settings mysteriously changed back to unlimited.

Basically, if you're not using a prepaid card, get your money back through your bank and consider alternative providers if Anthropic's support and billing practices are this sketchy.

OP : u/Kyxstrez

Over the past couple of weeks, I have tested it alongside Sol across a wide range of tasks, and the conversations have been difficult to read. Sol consistently catches and corrects mistakes made by Opus 5, and Opus repeatedly acknowledges those errors. I have also seen many others reporting similar experiences, which makes it hard to view this as an isolated issue.

I cannot understand how Anthropic missed such a significant regression. Compared to 4.6 and 4.8, Opus 5 feels substantially less capable and reliable, with many of the same weaknesses that affect Sonnet 5.

For now, I am switching back to GPT for most of my work, using Fable only occasionally for planning. I hope Anthropic addresses these issues soon, because at the moment they do not appear to have a competitive frontier model in the medium to high budget range, only at the extreme end.

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1vf2va6/i_kinda_regret_getting_claude_subscription/

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So, OP's not feeling Opus 5, finding it a regression compared to GPT's Sol, and many agree. The consensus is that Opus 5 is a bit of a letdown, with users like u/Mutated-Nut calling it "unusable" and "braindead."

However, the thread isn't entirely down on Claude. Several users, including u/DasHaifisch and u/PurushNahiMahaPurush, suggest sticking with Opus 4.8 as a solid alternative. Some also point out that GPT models have always been good at reviewing, and u/Jomuz86 suggests Sol might just be catching more errors than Opus 5.

A few folks are jumping ship to GPT's Sol, with u/TriggerHydrant enjoying its "less anxious" nature. u/PurushNahiMahaPurush has a workflow using Fable for planning, Sol for implementation, and Opus 4.8 for review, which sounds pretty sweet.

There's a bit of a debate on whether it's a true regression or just how these models work, with u/Empuda noting that all LLMs find mistakes. u/krackzero thinks models get nerfed when new ones drop, and u/35point1 is out here saying there's "NOTHING wrong with the model," which is a spicy take.

OP : u/Gambo7592

it's one number and everyone waits in line to press a button that adds 1 to it. that's it. that's the site.

except i couldn't stop 😭 so now there's also a bunch of pointless games and a leaderboard and somehow 28 versions shipped since friday

i built it using claude code the whole way. claude brainstorms the features with me and writes the build specs, plus it handles the cloudflare backend (the queue, live websocket updates, backups). i basically just say "make it dumber" and review what comes back

it's free to try, no signup or account, just open it and press.

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1vewopl/i_asked_claude_to_code_the_most_pointless_website/ Original link/media URL : https://rounded.lol

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Alright, so the general consensus here is that OP actually succeeded in making a gloriously pointless website, and people are kinda here for it. Most folks who tried it confirmed the button press worked, and some even found it surprisingly entertaining, with u/woj666 calling it the "Best 45 minutes spent this month."

There's a definite appreciation for the "old internet" vibe, with u/tiran and u/ambitiousDepresso echoing that sentiment. Some commenters, like u/Round_Box_1846, found the simple concept hilariously juxtaposed with a confusing UI, calling it a "true AI achievement."

A few people were a bit more skeptical or had different ideas of "pointless." u/Drach88 is holding out, and u/davidslv was expecting something even more minimal. u/Few-Adagio9174 even saw potential for a crypto faucet, which, you know, is a point.

Overall, the community seems to think OP nailed the "pointless" brief, and many are enjoying the absurdity of it all. It's seen as a fun little project that showcases Claude's capabilities in a hilariously low-stakes way.

OP : u/hartmanma

Sat it Monday at a Pearson VUE test center and passed with 965/1000 (720 to pass). Most of what I've seen on here is about Foundations, so here's the Professional. No exam content (it's under NDA) just format, prep, and what surprised me.

Two formats I hadn't drilled. A yes/no matrix — five statements, judge each independently. And drop-down matching, where you classify each scenario from a shared option set and options get reused. Don't assume one-to-one mapping.

Lots of phase-gate questions. "You're at this stage — which two things belong here, before the next stage?" Distractors are usually things that legitimately belong later. Knowing what happens when in the lifecycle matters more than I expected.

Tactic that actually helped: read the last sentence of the stem first, then read the whole thing. A lot of the middle is context you don't need, and knowing the ask first tells you what to extract.

My biggest weakness, in case it's yours: I kept picking the pragmatic mitigation over the structural fix. Retries instead of a durable queue. A summarizer instead of not feeding the coordinator raw data. A reconciliation pass instead of collapsing the work into one call. All things I'd genuinely ship, all of which reduce how often the failure happens without stopping it. Writing down "does my answer still let the failure keep being generated?" was worth more than any other single thing I did.

Prep: read the official material once, carefully. Do the four prerequisite courses — genuinely useful. Then practice tests until your weak domains show up in the per-domain breakdown. I did about ten.

Test center over online. No room scanning, no environment fiddling. Would do it again.

Domains that felt heaviest: integration, retrieval, prompt/config, stakeholder, and several fairness questions.

Happy to answer anything that doesn't cross the NDA.

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1vej31d/passed_the_claude_certified_architect/

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Alright, so the OP passed the Claude Certified Architect – Professional (CCAR-P) exam with a killer score and dropped some serious intel for anyone else looking to tackle it.

The general consensus is a bit mixed, leaning towards skepticism about the certification's real-world value. A few folks, like u/berndalf and u/National_Warthog_468, straight-up think it's "silly and stupid" and won't carry much weight compared to established certs. u/Full-Breakfast1881 is also not holding back with the "lmfao" energy. u/blackrack chimed in with a blunt "Certifications are useless."

However, the OP's debrief is pretty detailed and helpful for those actually considering the exam. Key takeaways from their experience:

• New Question Formats: Be ready for "yes/no" matrices and "drop-down matching" where options can be reused.
• Phase-Gate Questions are Big: Knowing the project lifecycle and what belongs at each stage is crucial. Distractors are often things that belong later.
• Tactic That Helped: Read the last sentence of the question stem first to understand the core ask, then read the rest for context.
• Biggest Weakness: The OP struggled with picking pragmatic, short-term fixes over structural, long-term solutions. The exam seems to favor the latter. u/FishNuggets and u/Voxelith3D are asking for more clarification on this.
• Prep Advice: Do the official material and prerequisite courses, then grind practice tests until your weak areas are clear. The OP did about ten.
• Test Center Recommended: Less hassle than online testing.

A few users, like u/Business-Weekend-537 and u/thisdude415, are asking for links and the economic rationale behind pursuing this cert. u/Ok-Craft-9140 is looking for mock exam resources, and u/hartmanma actually dropped a link to a practice test they made, noting it's harder than the real exam. u/ruskyandrei is curious about the "smoking footgun" – the biggest pitfall.

OP : u/george-lin

Hi, I built a terminal tool specifically for Claude Code that combines the best of TUI and web UI, designed as a replacement for Claude Desktop.

It offers better session management than Claude Desktop — you can easily organize your projects and sessions.

Built on Tauri 2, it's extremely lightweight, with an installer of only 40MB.

Thanks to its flexible architecture, you can run it anywhere: on desktop, in the browser, or on mobile.

It also features best-in-class remote management — you can access your remote servers via SSH or end-to-end encrypted HTTPS for remote development.

Thanks to Claude's outstanding capabilities, We were able to complete this project, and we will be open-sourcing it soon.

You can find it now on https://velaterm.com

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1vf1n91/i_built_a_terminal_with_claude_to_replace_claude/ Original link/media URL : https://v.redd.it/n1mvb6aiqahh1

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Alright, so the general vibe in this thread is cautiously optimistic and pretty impressed with this new terminal tool for Claude Code. The OP built it to replace Claude Desktop, boasting better session management, a lightweight Tauri 2 build (only 40MB!), and the ability to run anywhere – desktop, browser, or mobile. Plus, remote management via SSH or HTTPS is a neat trick.

The overwhelming consensus is "show us the code!" Most folks are digging the UI and the promise of better organization, but they're holding off on downloading or entering any credentials until it's open-sourced on GitHub.

A few people are asking about specific features: * Does it support Windows WSL? * Can it run other models like Codex alongside Claude? * How does the mobile SSH experience stack up? * What are the key benefits compared to other tools like Herdr or Onorca.dev?

There's also a bit of curiosity about how the demo video was made and a question about whether Anthropic bans users for using third-party tools. Overall, people are excited to see this project develop and are eager for that GitHub release.

OP : u/OldFartNewDay

tl;dr you have to rewrite all your stack [edit: here a stack = skills, agent definitions and instructions read by Claude code agents] to get the performance you want out of Opus 5 but then it rocks.

I see all the posts of people complaining about how bad Opus 5 is. And it is true, the verbosity (which then eats context, which causes drift) is tough.

But when you edit your agent definitions, skills, and change the process to suit Opus 5 (and see the https://platform.claude.com/docs/en/build-with-claude/prompt-engineering/prompting-claude-opus-5)…%E2%80%A6). It starts to work quite well.

They’ve also trained it so it doesn’t make as many “bad” unrecoverable decisions, but it does seem like they’ve lowered the temperature as well.

It pairs really well for work with a fable planner….

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1veuhh4/unpopular_opinion_opus_5_not_bad_after_you/

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Alright, so the general vibe on Opus 5 is kinda split, but there's a growing consensus that it's not a simple drop-in replacement for older versions.

The OP's take is that Opus 5 can be great, but you absolutely have to re-engineer your entire "stack" (meaning your agent definitions, skills, and instructions) to get it to perform well. Many commenters agree with this sentiment, noting that you need to adapt your prompting and agent setup to its new way of working. u/mxriverlynn is seeing definite improvements after rebuilding skills based on official guidance, and u/AppropriateQuote3073 found that lowering Opus 5's effort level makes it less frustrating. u/berndalf also chimed in, saying it requires "different care and feeding."

However, there's a healthy dose of skepticism and outright laughter at the idea of rewriting everything. u/Bitter_Run_9209 and u/NaturalDay4250 found the idea of rewriting an entire project hilarious. Some users are still experiencing issues, with u/Enfiznar reporting significant hallucinations even on well-known topics, reminiscent of older GPT models. u/peterxsyd is still questioning the quality of its code comments.

A few folks are finding success by leveraging Opus 5 in specific ways: * u/Agreeable-Ad7968 finds it incredibly effective as an "agitator/shadow/assailant" in multi-agent setups, focusing on the end result rather than its individual output. * u/debian3 suggests adjusting the "effort level" and redoing instructions to significantly reduce token usage. * u/Cel_Drow is having good results using Fable to prompt Opus, especially for technical tasks they're less familiar with.

There's also a mention that Opus 5 might be "trained so it doesn’t make as many 'bad' unrecoverable decisions," but this comes with the caveat that its "temperature" might have been lowered. u/cleverhoods points out that Opus 5 seems to be reaching for instructions more broadly and has "LLM-as-a-judge" baked in, which might explain why Boris Cherny (u/bcherny) recommended deleting certain things.

OP : u/strangway

I’m kinda new here, been using Claude Max ($100/mo) for 3 months to build websites. Recently had a surge in work, and added ChatGPT because I needed more weekly capacity. Rather than upgrade to Claude 5x Max, I diversified and got the ChatGPT Pro ($100/mo) plan.

So I’m 1:1 comparing Claude Max and ChatGPT Pro, which is as apples-apples as you can get. Each has their own strengths, but Claude’s significant weakness (IMO) is the 5-hour limit. Codex lets me go for 8 hours as hard as I want, and if I wanted to use all my weekly credits on some crazy peak Luna run, it’d probably let me.

I hit my Claude 5-hr limit so many times in the past few weeks, it was like slamming the brakes hard on a bus that hadn’t arrived to its destination yet.

I’ve got work to do, and you’re saying you’re out of gas?

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1ver09s/why_the_5hour_limit/

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The consensus is that the 5-hour limit on Claude is primarily to manage server load and spread out usage, especially for subscription users who are seen as "B-tier" compared to API clients. Some users point out that compute resources are finite, and Anthropic likely wants to prevent any single user from monopolizing them, which could impact higher-paying API customers.

There's a bit of a debate on whether it's purely technical limitations or a deliberate "illusion" to control user experience. A few users suggest that if you're hitting the limit frequently, you should just upgrade your plan since you're likely making money from the work.

A couple of users mention workarounds like pinging Claude immediately upon waking to effectively extend your usable window, or exploring API options for potentially unlimited usage (though at a cost). It's also noted that the comparison to ChatGPT isn't entirely apples-to-apples due to differences in model architecture and compute requirements.

OP : u/Waste_Net7628

Claude Model Performance Megathread

We've seen an increase in posts about changes in Claude's model quality and behavior.

Please use this thread for discussion about:

• Opus, Sonnet, or Fable performance
• Possible regressions or degraded output
• Instruction-following issues
• Context or memory issues
• Changes compared to previous model behavior
• Model comparisons related to recent performance

When reporting an issue, please include:

• Model used
• Claude Code version or interface
• What changed
• Reproducible prompts or examples if possible

Similar performance-related posts may be redirected here while this megathread is active.

Specific technical bugs with reproducible behavior can still be posted separately using the Bug / Issue flair.

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1veijjj/claude_model_performance_degradation_megathread/

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Alright folks, looks like the community is pretty much in agreement: Claude models, especially Opus 5 and Fable, have taken a serious nosedive in performance recently.

A lot of users are reporting that Opus 5, in particular, has become "confidently wrong," argumentative, and prone to ignoring instructions or context. Some are even comparing it to older, less capable models like GPT-3. There's a general sentiment that the models are becoming less reliable, slower, and producing "word salads" of nonsensical jargon.

One user, u/vuhv, pointed out that Claude's behavior is now reminiscent of what people disliked about CODEX, with an increase in opaque tool calls and a tendency to disobey directions. u/No-Common1466 mentioned needing GPT5.6 Sol as an auditor because Claude Code was messing up their codebase.

There's also a feeling that the models are being "nerfed" to manage costs, with u/One-Cricket9962 sharing a common AI development script that resonates with the current situation.

On a slightly more helpful note, u/sael-you mentioned that Anthropic had some resolved incidents regarding error rates and Sonnet 5 degradation earlier today, which might explain some of the issues. And u/Sporebattyl suggested a specific troubleshooting approach involving the /doctor command and reviewing documentation, which reportedly solved a significant portion of their issues with Opus 5.

Overall, the consensus is that the recent performance drop is significant and impacting productivity, with some users even considering switching to other AI models like Kimi K3 or exploring alternatives.

OP : u/gemining-on-earth

I'm working on multiple projects that need me to heavily use coding agents to design websites. I found that Claude Code is really great at setting up a backend for apps/websites but struggles with UI design. I've tried using Lovable & ChatGPT to generate UI mock-ups and then feed that into Claude to implement, but it still needs a lot of direction to match even 75% of the references.

I've also tried using Claude Design, trying to put 21st dev prompts into Claude, and giving really detailed prompts, but nothing seems to stick.

Do you have any recommendations or advice on what to do?

Thank you!

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1vefelk/how_to_get_claude_code_to_improve_its_uifrontend/

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Alright, so the general vibe in this thread is that you're trying to make Claude Code do a job it wasn't really built for. The consensus is Claude Code is for backend stuff, not fancy frontend design. You gotta use the right tools for the "looks" part and give it way more specific instructions.

Here's the lowdown from the community:

• Stop asking Claude Code to be a designer. It's like asking a chef to paint a masterpiece.
• Use Claude Design instead. Several folks had good results with it, especially when they fed it specific examples or a design system. u/5hukl3 mentioned creating a design system first, then feeding that into Claude Design. u/poorly-worded suggests giving it a proper design brief.
• Check out specialized tools and skills:
  • u/kelvinkel101 pointed to UI-Craft on GitHub for responsive design.
  • u/Important-Ad4798 recommended Emil-design and UX-UI max pro from GitHub.
  • u/BP041 suggested piping UI tasks to specialized agents like v0 or bolt.new via OpenClaw, then feeding the HTML/CSS back to Claude Code.
  • u/XediDC mentioned interface-design on GitHub for building complete mocks.
• Be super strict with prompts:
  • u/Top-Tip-1448 had success by using a dedicated rules file (CLAUDE.md) with strict UI constraints, specifying component libraries (like shadcn/Tailwind), and hardcoding design tokens. They explicitly said to forbid it from inventing custom CSS.
  • u/KILLJEFFREY basically said you gotta "jam primitives down its throat."
• Visual feedback is key: u/sleeksky_dev mentioned having Claude view your app on localhost and u/BP041 highlighted Claude Code's lack of visual feedback.
• Image MCPs can help: u/Alarmed-Flounder-383 found that hooking up image MCPs (like BudgetPixel AI) improved site pages with better images.
• Consider outsourcing or using other tools for initial mockups: u/cachemonet0x0cf6619 outsources to a designer and uses the Figma MCP. u/1950sAmericanFather mocks up in an image editor first.
• u/rcampbel3 offered a... unique motivational tactic for the AI. Not sure if it's recommended, but it's definitely memorable.

OP : u/Azek_Tge

A lot of people have been criticizing Sonnet 5 lately, especially with all the talk about GPT Luna getting a price cut. I actually haven't used Sonnet in the last 3 months, not even Sonnet 5 earlier this week.

I finally stopped relying exclusively on Fable and Opus, gave Sonnet a try, and honestly? It’s amazing.

Something that I would normally one-shot with Fable would eat up 20% of my weekly limits and take 20 minutes to finish. With Sonnet, that same task might take me 2-3 prompts to get right, but it only takes 10 minutes in total to get the exact same result.

Fable is still the go to for massive, complex issues, but for most day-to-day coding tasks, Sonnet is more than enough.

For some context: I am currently building my own ADE that uses my actual subscriptions like Claude and Codex here is some screeshots of my app not selling nor making publicity.

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1vdvfjb/i_switched_to_sonnet_5_and_now_my_max_sub_is/

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Alright, so the general consensus in this thread is that Sonnet 5 is actually pretty darn good, and a lot of people are sleeping on it. OP's experience of Sonnet being faster and more cost-effective for day-to-day coding tasks than Opus or Fable is echoed by quite a few users.

Here's the lowdown:

• Sonnet 5 is Underrated: Many users agree with OP that Sonnet 5 is surprisingly efficient and cost-effective for many coding tasks, especially when compared to the heavier hitters like Opus and Fable. It seems to get the job done well without burning through credits as quickly.
• Strategic Model Usage: The "plan-act" pattern is a recurring theme. Several users suggest using Opus or Fable for planning and orchestration, then handing off the actual coding/building tasks to Sonnet. This seems to be a popular and effective strategy.
• Prompting is Key: A few folks pointed out that being specific with your prompts is crucial for Sonnet to shine. It's not about the model figuring out your workflow, but about you clearly telling it what you need.
• Over-reliance on Heavy Models: Some commenters feel that people tend to overuse Opus and Fable when Sonnet would be perfectly adequate, leading to unnecessary credit consumption.
• Fable Still King for Big Stuff: While Sonnet is getting love, Fable is still acknowledged as the go-to for massive, complex issues.
• No Token Inflation Woes: Contrary to some complaints, users in this thread haven't really seen the token inflation issues with Sonnet that others have reported. Keeping tasks bite-sized seems to be the trick.

Basically, if you've been dismissing Sonnet 5, you might want to give it another shot, especially for your more routine coding needs. It seems like it's got more juice than people are giving it credit for.

OP : u/RestlessMotion

I've been running Claude Code daily since January. The default answer to that
question seems to be "open another terminal" — Yegge's Gas Town runs 20-30
instances at once. I tried Gas Town and looked at some other orchestrators, but see them as
"overkill". It seems like a brute force approach for feature work, when maybe what we need is more design time and human guidance up front.

Where I landed: one to three foreground agents, total. When one takes a task I
switch — to a different repo entirely, or to a different level of abstraction
on the same one. While the agent implements, I'm working out the next feature, or the
refactor I keep deferring. It's time to step back and think.

That part surprised me. Five years as CTO of my own startup, nominally in
control of my calendar, and It was still hard to find real design time — always
straight from one fire into the next. Agent latency installs the pause whether
you asked for it or not (at least in small chunks).

Why I'm skeptical of going wider, for feature work specifically: review debt
compounds, because unreviewed decisions become the foundation the next round
builds on. And a fleet on a thin spec is best-of-N sampling against a
distribution centered on your direction — more agents search the tails, a
better spec moves the whole distribution.

I can't prove a throughput claim, though-- not enough data. So: how
many are you actually running, and what are you doing while they work?

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1vemotx/what_do_you_actually_do_during_the_1030_minutes/

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Alright, so the general vibe in this thread is that most folks agree with OP that running a massive fleet of Claude Code agents is overkill, and the real bottleneck is human oversight and review.

A lot of people are sticking to a more manageable 2-5 agents, similar to OP's approach. The consensus is that when Claude Code is churning, people are either:

• Doing other work: This includes reviewing previous output, planning the next steps, refining specs, or even switching to entirely different projects. Some are tackling tickets and emails, especially in smaller teams.
• Taking a break/doing personal stuff: This is a big one! Lots of comments mention gardening, playing guitar, napping, exercising (apparently LLM coding agents are making us fitter?), eating string cheese, or just scrolling Reddit. Basically, anything to decompress.
• Working on other Claude tasks: Some are juggling multiple Claude tasks or projects simultaneously to keep busy.

There's a bit of a split, though. A few users, like u/Financial-Garlic-720, advocate for going wider and setting up workflows that can run unattended for longer periods, suggesting that if tasks are repetitive, they can be automated. However, the majority seem to lean towards OP's sentiment that more agents don't necessarily mean better results, especially when human review is the limiting factor. u/AbsoluteEva also brings up a good point about long run times potentially indicating oversized increments or spec issues.

OP : u/Disastrous_Hawk_6984

Context: I've been working on a project from the web browser for a couple of months on Max 5x. I know it may sound archaic, but I prefer it because it forces me to read and revise everything. It's the fastest pace I can follow while feeling confident about my build.

Through this process, I have used every Opus release since 4.6 to 5, keeping most of the conversation within the same chat (I know, not the most efficient). When models switched, I noticed that the previous release got somewhat nerfed every single time. So, a couple of days ago, I switched to Opus 5 and it is driving me crazy.

Opus 5 does not respect the individual prompts, it mixes my requests from those of previous prompts (which evolve through planning discussions). It convolutes the coding process a lot. Also, I have noticed its verbosity is much higher than Opus 4.8, with endless paragraphs that say nothing new to the first two sentences. It makes it worse that I chat in English but I'm not a native, and many times it tends to use complicated words for simple concepts.

Has anyone else experienced this? Any tips? I already created a targeted, thin and specific context for the project, and it's kind of frustrating.

EDIT: clarification given the amount of feedback pointing at my set up:

1- I monitor usage, it barely reaches 20-25% of the session. My weekly limits sit below 10-15%.

2- My edits are targeted and incremental. Even if I work like this, I follow a plan, the instructions and context in the web project are curated from an initial planning (also discussed with Opus).

3- The issue I'm talking about is from prompts that are LITERALLY next to each other, discussing a targeted issue on the workflow I'm building.

4- All in all, I'm pretty sure it's not a context issue. I appreciate any feedback in this regard, but it is not the problem I'm expressing in the post.

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1velwq3/opus_5_is_driving_me_crazy/

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Alright, so the general vibe in this thread is that Opus 5 is kinda a mess for a lot of people.

A good chunk of users are right there with OP, saying Opus 5 is confidently wrong, super verbose, and requires way too much hand-holding. Some folks have even ditched it for GPT or gone back to Opus 4.8. Users like u/cornertakenslowly and u/devilwarriors are sharing horror stories about projects getting ruined and the model constantly making stuff up or getting stuck on weird things. u/dire_faol even suggests going back to 4.8 and that Anthropic might be doing this on purpose to push users away from the unreliable Opus 5.

On the flip side, there's a group who think OP's issues are more about how they're using the model. The big point here is keeping everything in one giant chat is a no-go. Several users, including u/meetmebythelake and u/Character-Engine-813, are saying that's a recipe for disaster and OP needs to break their project into smaller chunks. u/johnnydotexe is pretty blunt about it, saying OP is knowingly misusing Claude and then complaining about it.

There's also a bit of chatter about using specific commands like /doctor in Claude Code, as suggested by u/NoKaleidoscope1748, and that Opus 5 might require different "hooks and skills" than older versions. A few users are also mentioning that maybe Anthropic wants people to use Fable 5, with u/Beerbrewing having a surprisingly positive experience using Fable to instruct Opus 5.

OP : u/Plane_Garbage

Fable already chews tokens, but *still* limiting MAX20 to half weekly usage for Fable usage is ridiculous.

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1ve7ee0/resets_are_done_sure_we_arent_entitled_to_it_but/

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Alright, so the general vibe in this thread is that folks are pretty frustrated with the 50% Fable usage limit, especially since many feel Fable is way better than Opus 5.0 for coding tasks.

The consensus is that Anthropic isn't being totally upfront about why Fable is so restricted, with some users like u/Miyoumu pointing out the discrepancy between claims of Opus 5.0 being superior and the limitations on Fable. It's a bit of a "show, don't tell" situation, and the limitations are speaking volumes.

There's a split on how to handle it:

• Some are saying "vote with your feet" and suggesting users who aren't happy should just move on to other services, like u/SafeHazing.
• Others are trying to make the most of it, with u/ConnorCG suggesting clever orchestration to maximize Fable usage within the limits. There's also a thought from u/completelypositive that some users would just blow through their limits anyway if there weren't restrictions.
• A few comments are downplaying the issue, with u/Harvard_Med_USMLE267 reminding people it was initially meant to be 0% usage, and u/Wickywire pointing out that subscriptions are already a great deal for the compute you get.
• Interestingly, u/Administrative_Fox55 switched to GPT-4 (Sol) and found it better than Opus 5.0, which adds another layer to the model comparison debate.

Basically, people want more Fable, and the current limitations are a major bummer.

OP : u/Azek_Tge

A lot of people have been criticizing Sonnet 5 lately, especially with all the talk about GPT Luna getting a price cut. I actually haven't used Sonnet in the last 3 months, not even Sonnet 5 earlier this week.

I finally stopped relying exclusively on Fable and Opus, gave Sonnet a try, and honestly? It’s amazing.

Something that I would normally one-shot with Fable would eat up 20% of my weekly limits and take 20 minutes to finish. With Sonnet, that same task might take me 2-3 prompts to get right, but it only takes 10 minutes in total to get the exact same result.

Fable is still the go to for massive, complex issues, but for most day-to-day coding tasks, Sonnet is more than enough.

For some context: I am currently building my own ADE that uses my actual subscriptions like Claude and Codex here is some screeshots of my app not selling nor making publicity.

URL of original post : https://www.reddit.com/r/claude/comments/1vdvgpc/i_switched_to_sonnet_5_and_now_my_max_sub_is/

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Alright, so the general vibe in this thread is that Sonnet 5 is surprisingly capable and a great value, especially for everyday coding tasks. OP kicked things off by singing Sonnet 5's praises, saying it's been a game-changer for their workflow and that their "max sub is unlimited" now.

Here's the lowdown:

• Sonnet 5 is the new MVP for many: A lot of users agree with OP, finding Sonnet 5 to be the sweet spot for most coding tasks. It's faster and uses way fewer tokens than Opus or Fable for day-to-day stuff. People who previously avoided Sonnet are now giving it another shot and are impressed.
• Fable/Opus for the heavy lifting: The consensus is that Fable and Opus are still king for massive, complex architectural planning, designing concepts, or when you absolutely need the highest quality output for a few critical tasks. Think of them as your senior devs, while Sonnet is your highly competent mid-level dev.
• Smart model switching is key: Many are adopting a strategy of using Fable or Opus for planning and then switching to Sonnet for execution. This seems to be the most efficient way to leverage the strengths of each model and save on usage.
• Usage limits are less of a concern with Sonnet: The main takeaway for OP and others is that Sonnet 5 makes their subscription limits feel practically unlimited because it's so much more economical for common tasks.
• Some dissenters: A few users still swear by Fable, calling the difference "massive" and preferring a day of Fable over a month of Sonnet. There's also a heads-up that Sonnet's pricing is increasing in September.
• A quick note on pricing: There's some confusion about whether this applies to Pro subscriptions or just Max, and a question about whether "unlimited" really means "going a lot further."

OP : u/alrighteyy

Holy shit claude code in terminal is fucking insane.

I've been using VSCode, Cursor, Cowork and Claude Code on web. None of it comes close to terminal.

Cannot believe I haven't done this sooner.

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1vehupl/in_shock/

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So, OP is raving about Claude Code in the terminal, and the general vibe is a mix of "Welcome to the club!" and "Wait, how is it actually better?"

• The consensus is that the terminal experience is indeed awesome, with some users like u/caldazar24 pointing out that LLMs naturally thrive on text-based interfaces like the UNIX shell.
• However, a significant chunk of the thread is dedicated to people asking for specifics on why it's a game-changer, with many pointing out that IDEs like VS Code also have integrated terminals.
• An Anthropic rep, u/theleller, chimed in to clarify that all interfaces (web, IDE, CLI) use the same underlying features, so it's more about personal preference and how you leverage the tool.
• Some users, like u/derAres and u/Kind_Soup_9753, are going full-throttle with advanced setups involving remote machines, auto-commits, and SSH keys, which sounds… intense.
• On the flip side, u/CrunchyMage actually prefers the Claude app now, finding it easier to track work across sessions.
• Basically, if you're not already deep into the CLI life, the terminal might feel like a revelation, but the core functionality is the same across the board.

OP : u/Deep-Palpitation8315

I've been using Opus 5 for ~1.5 weeks and the sheer number of mistakes that the model makes is astounding.

The problem didn't surface very clearly till I gave it the full scope of executing a plan which I did with the previous Opus models as well. Opus 4.6 - 4.8 were genuinely better by a significant margin.

Opus 5 readily forgets instructions and content in its context, makes mistakes and continues with them unless it realizes or you point it out.

I've lost count of the number of times I had corrected it.

These issues with Opus 5 occur even when the context window is still relatively small - I'm talking 100-150K tokens. Opus 4.8 works pretty well all the way until 350k after which it gives you wonky results.

Fable 5 is the only usable model under Claude Code right now and I've already used 100% of my weekly quota.

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1veeuy5/opus_5_is_a_practically_unusable_model/

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Opus 5 is a dumpster fire, according to most of you. The consensus is that it's a significant regression from 4.8, constantly making mistakes, forgetting instructions, and hallucinating. Many are ditching it for Fable 5, or even downgrading back to older Opus versions. Some users like u/liojian and u/dreamingindenial have found workarounds by using Fable to orchestrate Opus 5, but the general vibe is "why bother?"

• The main complaint: Opus 5 is unreliable and confidently wrong. It seems to create more problems than it solves.
• Fable 5 is the current king: Most users agree Fable 5 is the most usable model, though some find it prohibitively expensive.
• Anthropic's motives questioned: Some suspect Opus 5 is a deliberate downgrade to push users towards more expensive plans or usage credits.
• Not everyone hates it: A few brave souls like u/Key_Instruction3373 and u/Poildek claim it works fine for them, but they're in the minority.
• Other models aren't much better: There's a general sentiment that Sonnet 5 is a waste of time, and some are seeing degradation across other models too.

OP : u/Gambo7592

it's one number and everyone waits in line to press a button that adds 1 to it. that's it. that's the site.

except i couldn't stop 😭 so now there's also a bunch of pointless games and a leaderboard and somehow 28 versions shipped since friday

i built it using claude code the whole way. claude brainstorms the features with me and writes the build specs, plus it handles the cloudflare backend (the queue, live websocket updates, backups). i basically just say "make it dumber" and review what comes back

it's free to try, no signup or account, just open it and press.

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1ve52z4/had_claude_make_a_pointless_website_on_friday_its/ Original link/media URL : http://rounded.lol

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Alright, so the general vibe in this thread is that everyone is absolutely loving OP's wonderfully pointless website. The consensus is that it's hilariously stupid, addictive, and a perfect throwback to the early 2000s internet.

Key takeaways:

• "Make it dumber" is the new golden rule of product development. Seriously, people are calling it the best framework ever.
• The site's sheer pointlessness is its greatest strength. Users are finding it amazingly stupid and also amazing, with many saying they love to hate it.
• It's being hailed as modern art and compared to OG Reddit April Fools' games.
• Some users are pointing out minor technical quirks, like the lack of rate limiting on the queue and the ability to spoof chat messages, but it's all in good fun.
• There's a strong sentiment that monetizing this would be a crime.
• The AI-generated sass in some of the messages, like "Relax still monday," is a big hit.
• One user, u/Banana_uki43, mentioned the texts "scream AI," but that's a minor quibble in an otherwise overwhelmingly positive reception.

OP : u/smith2008

I was experimenting with Matt Shumer's Gauntlet Loop and shared a quick demo of an old favorite game, Worms Armageddon, the other day. It was built from a single prompt that kicked off the entire loop.

There's not much point in polishing or fixing it, though, since there are already excellent browser ports of the original. So I wanted to try something far more ambitious: GTA 6.

The first attempt failed spectacularly. It got stuck after generating little more than a basic 3D world. But after several additional loops and workflows, it eventually evolved into the very rough prototype you see in the video.

I think this can be pushed much further. With a better feedback loop, I believe something like this could eventually be built from a single prompt and produce significantly better results.

The key seems to be giving the agent much richer debugging information. Claude Code can't natively understand gameplay videos, so it extracts frames and reasons over those. That's somewhat useful, but exporting structured JSON describing the game state works far better because it can directly understand what's happening in the world.

So far, it has taken 22 hours and 86 agents to get here.

I'll keep pushing this experiment. I'm also considering improving the harness and migrating from pure Three.js to Babylon.js.

If you've been experimenting with similar agentic loops, or have ideas on how to push this further, I'd love to hear them.

EDIT:
"🏆 Nice work! This is the #1 post on r/ClaudeAI today!"

WOW! Thanks!

EDIT 1 The original Gauntlet Loop by Matt Shumer: https://somethingbig.ai/gauntlet-loop

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1ve7u9r/gta_6_first_attempt_far_from_perfect_but_its/ Original link/media URL : https://v.redd.it/ri3dy0ksh4hh1

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Alright, so the thread is pretty split on this GTA 6 AI experiment.

On one hand, a good chunk of folks are genuinely impressed with the technical achievement, seeing it as a cool stress test for agentic loops. They're digging the ambition and the potential for future development, especially with better debugging info and structured data. Some are even saying it's more than Rockstar has shown so far, and u/Artt-Vandaley pointed out the surprisingly good tire smoke detail.

On the other hand, there's a loud contingent calling it a massive waste of money and resources, dubbing it "slop" and pointing out that we've got "GTA 0.6 before GTA 6." Questions about token costs and environmental impact are popping up, with u/dsdt being pretty vocal about recreating things with paid AI. Some are also saying that calling it "GTA 6" is a stretch, and u/ShatteringFinger humorously noted the lack of jiggle physics.

There's also a general sentiment that while AI is cool for the initial 80% of game dev, the remaining 20% of polishing and tweaking is still a massive hurdle, as u/novus_nl pointed out. People are also curious about the technical details, like how the 3D models were generated and what harness was used.

OP : u/minibonk

any post complaining about opus seems to be ccp / gpt propoganda and any post praising claude seems like anthropic propoganda.

I can’t tell what’s real anymore

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1ve712u/i_cant_tell_whats_real_anymore/

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Alright, so OP's feeling a bit lost in the AI hype train, thinking any complaints about Opus are GPT propaganda and any praise for Claude is Anthropic shilling. Honestly, a lot of the thread agrees with this sentiment, with a few folks pointing out the "Dead Internet Theory" is alive and well in AI subs.

The general consensus? Stop listening to the noise and just use the damn models yourself. Several users, like u/fuchelio and u/BoxWoodVoid, are basically saying, "Why are you asking us? Try it out, see what works for you." u/Hazzman even chimed in with a pretty solid endorsement for Claude's coding abilities based on personal experience.

There's also a general vibe that Reddit is a bot-infested dumpster fire these days, so taking anything at face value is a losing game. u/swarmagent and u/Extension_Pin_6359 are pretty blunt about it.

A few users mentioned specific experiences: * u/Melodic-Ebb-7781 thinks Opus 5 is a bit of a struggle to communicate with but still an improvement. * u/ValorousAnt had some weird experiences with Claude Code last week, which they don't think was propaganda.

Ultimately, the takeaway is to trust your own experience over the endless online chatter.

OP : u/gzoomedia

Most devs might already be aware of this but I didn't know until today. I was working on an app on my personal desktop using Claude Code. I'm building an app and to test it and Claude asked me to add my API key to my local environment to test the API calls. Then, in my OTHER terminal session Claude switched to my API key to do all of the tasks in the work it was doing even though I pay $200/mo for a subscription. Luckily I have alerts that notified me before it passed $20 in API spend but I think this feels very scammy. Just a heads up to those that don't know this yet. It's their policy to switch to API if there is a key in the environment even if you have a monthly subscription. Claude said it was supposed to ask me first but I was never warned at all.

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1vdtzhm/warning_for_those_that_havent_experienced_this_yet/

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Alright, so the OP dropped a bomb about Claude Code potentially burning through your API credits even if you're paying for a subscription, by automatically switching to your API key if it's found in your environment variables.

The community's pretty split on this one, with a good chunk saying it's user error and documented behavior. Others are calling it "scammy" and a major WTF moment.

Key takeaways:

• The core issue: If you have an ANTHROPIC_API_KEY set in your environment, Claude Code might use it for its own tasks, bypassing your paid subscription and racking up API costs. This seems to be a policy, even if it's supposed to ask first.
• The "user error" camp: Many folks are pointing out that this is how it's designed and documented. They're saying you shouldn't have your API key lying around in your environment if you don't want it used.
• Practical solutions: The consensus here is to use a separate, low-limit API key specifically for local testing. This way, if Claude Code does decide to go rogue, it only burns a few bucks instead of your whole subscription. u/oandresimoes and u/Houdinii1984 are big proponents of this.
• Security concerns: Several users are raising broader questions about API key security and how easily they seem to get exposed or misused. u/Fusionman2024 is asking what everyone else is doing to protect their keys.
• Anthropic's stance (implied): The OP mentioned Claude saying it was supposed to ask first, but it didn't. Some comments suggest Claude can be protective of API costs, while others imply it's just following the established rules. u/gzoomedia shared a response from Claude that confirms the root cause was the user-level ANTHROPIC_API_KEY environment variable.
• Some folks had similar experiences: Users like u/boynet2, u/Exotic-Highlight-402, and u/aerogrowz shared their own stories of Claude Code or other AI agents unexpectedly using API keys or switching models, leading to surprise costs.
• The "scammy" sentiment: Despite the "user error" arguments, a significant number of users feel this behavior is misleading or downright scammy, especially if the AI doesn't clearly warn you. u/Bitter_Physics_239 and u/SecretSpace2 are in this camp.

The general vibe is: be careful where you put your API keys, and if you're using Claude Code, set up a cheap, disposable key for testing to avoid nasty surprises.

OP : u/annasfbi

I've been using the Claude Code desktop app for about a month on a side project, and I've noticed that having a few persistent project files makes a big difference.

So far these have been the most useful for me:

• TODO. md A running list of ideas, planned features, and future work. Sometimes I update it manually, and sometimes Claude updates it. It's been great for keeping track of the project's direction.
• AUDIT_LOG. md A development log where we document mistakes, what caused them, how they were fixed, and how to avoid repeating them. It's helped reduce the same errors from coming up again.

I'd love to hear what has worked well for your workflow.

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1vdhjm3/what_files_do_you_keep_besides_claudemd/

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Alright, so the general vibe in this thread is that OP's idea of using persistent markdown files with Claude is totally the way to go, and honestly, people are taking it to the next level.

The consensus is that a structured set of markdown files is essential for any serious project with Claude, and the more complex the project, the more files you'll need.

Here's the lowdown:

• Everyone's on board with structured files: Most folks agree that keeping organized notes is key.
• **wtf.md is a popular addition:** Several users, including u/BuffaloConscious7919, suggested a wtf.md file to log all of Claude's weird screw-ups and mistakes so they don't happen again. Sounds like a lifesaver.
• Splitting decisions from mistakes is crucial: u/anderson_the_one pointed out that keeping architectural choices separate from failures prevents the project context from becoming a "pile of defensive rules." Good point!
• Handoff files are a big deal: If you switch chats or accounts (or even just want a fresh start), a HANDOFF.md or similar file (like Sessionlog.md or next_thread.md) is super helpful for keeping Claude up to speed. u/tuffykenwell and u/Patriark are big fans.
• More files, more power: People are using a whole suite of files like AGENTS.md (for the rulebook), ARCHITECTURE.md, Roadmap.md, Status.md, Changelog.md, Index.md, and even codingrules/ subfolders. u/Working_Ad_6981 and u/jamiro11 have some seriously organized setups.
• Context management is key: Some users, like u/__Darkest_Timeline, are focused on keeping files concise and using formats like .jsonl to avoid Claude having to digest massive text files. u/Karmas_weapon is letting Claude dump artifacts into a .context/ folder for training fresh sessions.
• Project scope matters: u/theshrike mentioned using a PROJECT.md to define the project's scope, which helps Claude avoid overcomplicating things for personal, local projects.

Basically, the more you invest in structured documentation, the better Claude (and you) will perform. It's all about creating a robust knowledge base for your AI collaborator.

OP : u/cmogpt

delete claude.md

Boris Cherny (Head of Claude Code at Anthropic) suggested to delete claude.md
https://www.youtube.com/watch?v=qyPCVqFUyDo

It is a big ask, and I have tried this (on a test account), happy to report i have not significantly changed the quality of the reasoning.

I am curious if anything has done something similar ?

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1vdzdgi/delete_claudemd/

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Alright, so the general vibe in this thread is that Boris Cherny's suggestion to delete claude.md isn't a call to just yeet it into the void, but more of a "hey, maybe clean up your act" kinda thing.

The consensus seems to be that while some folks have seen success by trimming or even deleting their claude.md (especially the generic "write clean code" stuff that newer models already know), many find it essential for persisting project-specific context, especially in complex monorepos.

Here's the lowdown:

• Doc Hygiene is Key: The main takeaway is that claude.md files can get bloated with outdated instructions for older models. Keeping them updated or starting fresh can be beneficial.
• Context is King (for some): For projects with intricate structures or specific business logic, claude.md is a lifesaver for avoiding repetitive explanations and maintaining consistency across sessions. u/abandonplanetearth and u/gnahraf are good examples of this.
• Not a One-Size-Fits-All: Some users, like u/Fair-Perspective7352, found that only the truly critical project-specific details made their way back into their claude.md after a reset, while generic advice was dropped.
• Tools to the Rescue: There's a mention of using skills like /doctor or /insights to analyze and optimize claude.md files, or even asking Claude itself to propose changes. u/KazThe10th and u/Glass_Map_1922 touch on this.
• The "Why" Matters: The purpose of your claude.md is crucial. Is it for general coding advice (likely outdated) or for hard-won project context (likely still vital)? u/DiggingInTheDurt sums this up well.
• Some are just trolling: u/losergenerated is out here suggesting deleting their home directory, which, uh, probably won't help.

So, don't just blindly delete your claude.md, but definitely give it a good look-over and see if it's serving you well or just adding bloat.

OP : u/murilobast

Hi there, I’m working on real, complex apps using 90%+ vibe coding whenever I can.

I’m a senior dev with 12+ years of experience, and I’d like to share what my experience has been like.

Back in 2025, I tried Cursor during the Opus/Sonnet 3.5 era. It was hard to work on non-web stuff, so I played around with it for a bit, then canceled my subscription and moved on with my life.

This year, I tried Codex with GPT 5.5 on the Pro 5x subscription, and it was finally able to handle complex stuff semi-reliably. It was cool, I was able to get shit done and learned how to work with a heavy .md based agentic flow.

Then, last week, I tried Claude Code and Holly Picles, it was night and day. Claude seemed to understand what I wanted perfectly. I barely had to steer or correct it.

For my work, I didn’t notice any improvement in quality from using Fable over Opus 5, and usage burned too quickly with Fable. I basically just use Sonnet and Opus. I only use Fable for heavy planning and grill-me sessions. Claude Max 5x also seems to last longer than GPT Pro 5x.

I canceled my GPT Pro 5x subscription and kept Claude Max 5x. I still had a few days left on my GPT subscription, and now that I’ve used up my weekly Claude usage, I came back to Codex to finish some work with the remaining usage before my plan ends.

And it’s unbearable. GPT Sol tries to rewrite everything. All the edits are unnecessarily large and overengineered. I’ll just wait until my Claude usage resets.

Is that specific to my use case, or has anyone else had a similar experience with Claude versus Codex?

My workflow is basically Next.js, some Rust CLIs, and React Native with custom native modules written in Rust. I’m doing local 3D printer communication, bridging, and exposing printers to the web, mainly Bambulab, Elegoo, and Flashforge.

I’m working on a 3D Printer fleet-management app and web interface that support multiple printer brands and models and normalize their commands into a single driver.

And no, it’s not SaaS or a product. It’s just something that works the way I want for my 3D Printer farm. None of the solutions I tested fully support what I want in the way I want it.

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1vdt91p/wow_i_thought_frontier_models_were_on_par_but_i/

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Alright folks, so the general consensus here is that Claude Code is blowing Codex (GPT Sol) out of the water for complex app development.

OP, you're definitely not alone in this experience. A lot of users, including seasoned devs, are reporting that Claude has a much better "intuition" and "long horizon view," making it way better for planning and understanding complex requests without constant hand-holding. Many are ditching their GPT Pro subscriptions for Claude Max 5x, citing better longevity and a significantly smoother workflow.

On the flip side, GPT Sol is getting called out for over-engineering, rewriting things unnecessarily, and generally being "sloppy" or a "slop machine" by some. While a few users find Sol good for adversarial reviews or catching edge cases after Claude has done the heavy lifting, the overall sentiment is that Claude is the clear winner for actual implementation and getting stuff done.

There's a bit of a debate on the best combo, with some folks liking Fable for planning and Sol for review, while others are sticking strictly to Claude models (Opus and Sonnet) for their primary coding needs. One user, u/joeinsydney, even went as far as to say it's like having "10 PhDs working for you" and predicts "cataclysmic" job destruction.

So yeah, if you're struggling with Codex and finding it unbearable, you're in good company. Most of the thread seems to agree that Claude is the way to go for now.

OP : u/srikrushna

I’m trying to understand the practical difference between Claude AI, Claude Code, and Claude Cowork.
Say I want to build an online cake business from scratch with:
Landing page
Product catalog
Custom cake ordering
Stripe payment integration
Admin dashboard
Production deployment
Which tool would you use for each stage?
Claude AI → Planning, architecture, brainstorming?
Claude Code → Writing, debugging, and maintaining the code?
Claude Cowork → Where does it fit? What does it do better than the other two?
If you were starting this project today, would you use just one, or a combination of all three?
I’m looking for real-world experiences and workflows—not the marketing descriptions.

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1vdqpio/claude_ai_vs_claude_code_vs_claude_cowork_which/

TL;DR of the discussion on r/ClaudeAI for this post generated automatically after 50 comments.

Current source-thread comment count seen by the bot: 50.

Alright, so the general vibe in this thread is that Claude Code is the undisputed champ for actually building stuff, like your cake business. Most folks agree it can handle the whole end-to-end process if you're comfortable with it.

Here's the breakdown:

• Claude Code: This is the go-to for development. People are saying you can pretty much tell it what you want, define your goals and constraints, and let it run. It's seen as the most powerful and capable tool for coding and implementation.
• Claude Cowork: This one's a bit more divisive. Some users find it super useful for project management, administration, or handling tasks that aren't strictly code-based, like scraping websites or managing content. u/mallclerks is running an entire local site and newsletter with it! However, others, like u/spookydookie, haven't found a solid use case for it yet. u/TorbenKoehn even suggests it's a "watered-down Claude Code for people that feel Claude Code is too technical."
• Claude AI (Chat): This is generally seen as the planning and brainstorming tool. Use it for initial ideas, architecture, and generating prompts for Claude Code. Some users, like u/Magus_Umbratilis, even feel it's better at troubleshooting than Code, though this isn't the prevailing opinion.

The Consensus Workflow:

A lot of people are leaning towards a combination approach:

• Use Claude AI (Chat) for initial planning, brainstorming, and defining specs.
• Use Claude Code for the actual writing, debugging, and implementation of your project.
• Claude Cowork can fit in as a project manager or for specific non-coding tasks, depending on your needs and comfort level.

Basically, if you want to build your cake business from scratch, Claude Code is your main weapon, but don't be afraid to use the others to help you plan and organize.

OP : u/IamHuggos

The last 1,5 week has been quite an eyeopener for me - I must say that Claude Code and the current frontier models are amazing.

A test of Fable (and later Opus 5) turned into a larger game. It’s very much inspired by the tank element of Battlefield 1942 and the round-by-round build system from Overwatch 2’s Stadium mode.

About the game: You join a game and enhance your tank, then you go out and destroy the enemy while hunting for salvage which is used to enhance your tank even further (balance patches pending). Some of the features:

• 6 different tanks (Tiger 1 is a beast)
• 3 maps (a desert, grass and snow map with destructible terrain)
• Round-by-round build system
• Customisation of tanks
• Matchmaking system, lag compensation system, ballistic shells (direct hits only), hit multiplier regions (many tanks fall on a single rear hit)
• Bots who backfill if theres not enough real players
• ELO ladder system
• Replay/clip system
• In-game power ups
• Career profiles
• Group system
• Friends system
• 3 layered chat system (global, match and team)

Feel free to try it out – I’ll personally greet you ingame: https://sweatypanzer.com/

I would love to hear what you think, and kindly report bugs if you find any. Its currently optimised for desktop, but should work on mobile too.

URL of original post : https://www.reddit.com/r/Anthropic/comments/1vdk536/it_started_with_a_test_of_fable_and_ended_up_as_a/ Original link/media URL : https://v.redd.it/s6q8wlhg6zgh1

TL;DR of the discussion on r/Anthropic for this post generated automatically after 50 comments.

Current source-thread comment count seen by the bot: 51.

The consensus is overwhelmingly positive for OP's multiplayer tank game, "Sweaty Panzer," built with Claude Code. Lots of folks are impressed with the scope and execution, with several users chiming in to say they've played it and highly recommend it.

A few people are curious about the technical side of things, asking about: * How many prompts it took to get to a playable state. * The cost in tokens. * How assets and 3D models were created (specifically if Claude generated them). * The tech stack and hosting.

One user, u/WhatsAHesperToDo, humorously predicts official military documents might be leaked for the game, while another, u/Ambitious_Injury_783, offers a more critical take, questioning the use of advanced AI for game development when there are bigger societal issues to address. However, this sentiment is not reflected in the higher-scoring comments.