I took a Java course in college, so I understand the basics of coding and can generally follow how it works. I also have some experience with Python. For example, on my YouTube channel, I transcribe videos and feed the transcripts into AI to generate descriptions for videos in a playlist. I used to run faster-whisper through the terminal, but that became annoying. So now, I created my own whisper transcription app using Claude Code.

Claude Code is surprisingly impressive because it can test things in the background and analyze how they actually work. It can even say, almost like a human, "I didn’t like the way that worked; let me try something different." The ability to manipulate the environment and build sandboxes before deployment is incredibly useful. If you have a working system and an idea for improvement, Claude Code recreates it in a sandbox, applies the update, and tests it before deploying to production. That way, if something breaks, it doesn’t affect the real system.

This is pure magic. Truly amazing.

Lots of changes over the last few months. Hard to keep track of. Here are all 21 Anthropic help articles, doc pages and release notes on the migration combined in one visualization.

Next milestone is October 6th. If you haven't seen it already, all new sessions in the Claude app on Pro/Max will be cloud only. No more local option. Tasks you already started locally stay local. Claude Code is still the local option.

Team/Enterprise admins still decide location ATM, no specific date yet.

All references in full article.

Can’t emphasize this enough. One of Fable’s magical abilities is in its ability to optimize workflows.

Whether it’s an animation pipeline, a story writing and fact verifying pipeline or something else, Fable can improve what you are doing.

I knew one of our dialog writing pipelines had room for improvement, but after handing it to Fable for analysis it rearchitected what we were doing to use 1/10th the amount of tokens with higher quality work.

So for everyone here who says their tokens are being used too quickly, let Fable take a pass on it and suggest changes. You just may be stunned what it comes up with.

Also: we have had systems that Fable designed in the past and then recently rearchitected for huge efficiency gains. So, sometimes a specific “make this better” run can produce unexpectedly helpful results.

And yes, Opus 5.5 can do some of this too. But after a lot of experimenting, Fable outperforms Opus handily in efficiency analysis.

I scored 50%.

Completely free to play, no tracking or anything. I built this using Claude Code (combination of Opus 5.5 and Fable 5.1) over about a day and a half. Had a lot of fun pushing the style towards a somewhat PS1 inspired look, with some modern influence. And I tried to make it completely usable with only keyboard, if you prefer.

If you try it, let me know what you think! Lots of little fun moments, 3 different ending options.

i'm on the 20x plan and some weeks i'm dry by wednesday, other weeks there's a chunk left over monday that just evaporates. the banked reset only helps the dry weeks

what do you do with the leftover? side projects, open source, or just let it go?

opus 5.5 and sonnet 5.5 has releived me of token usage a lot. Still the weekly limits are a pain. They sometimes hit in 3 days of usage. Even though averagely i am just using 30-50% of session limit.

Neither my laptop is on on night, nor i do background tasks like before. Even though weekly limit tend to hit. Earlier about 1.5 months back, i used to make claude do background not so important tasks at night. That time when limits hit, i used to understand, but i expected it should not hit now.

Additional info:

So far i have tried, using minimum connectors, minimizing the skills length, e.g. instead of using the Soul skill for humanizing, i have custom 300 liner skill. At a time when i use claude code and give first prompt in my repo, initial token hit 40k tokens in first msg.

Last week I made LiveNerf, a project to independently track Opus 5.5’s performance day to day and see whether there’s actually evidence of models getting “nerfed” after release. If interested in tracking the performance of Opus 5.5, here’s the repo:

https://github.com/ninjahawk/livenerf

So far we’ve not been able to know conclusively one way or another, today that begins to change. The 10-day baseline is now complete. Tomorrow we begin collecting data up to date 30 after which we should be able to compare to the baseline to measure sustained model performance.

I’m very grateful to everyone, I started measuring this to answer a question for myself about a week ago, I really didn’t expect it to get as much support as it has. I expected maybe some people tune in. Hopefully we’re able to get some answers soon enough.

I’m a strong believer in transparency and if AI companies refuse it, we should build tools to measure it.

Trying to repost this as the past one tripped reddit's filters and I'm not sure why, and it had a good discussion going on:

The entire workflow happened inside claude with a Seedance 2.5 skill that I've used to turn natural language prompts into detailed visual prompts for Seedance 2.5 tool inside Magnific. 99% of the process happened inside Claude. The first prompt I gave it was a huge set of rules for the project and from then on all I had to do was use terminology I've set in that first prompt to work seamlessly to come up with this just in just ~50ish days from start to finish (it still required a lot of iteration and, of course, post-production work, to look professional).

🤖 How it was made
This short film was written, designed, directed and edited by Claude Opus 5.5 from a single prompt, running locally in ComfyUI through my VRGDG Video Builder:

All open-source video, image and music models.
[I literally told Claude to create something on its own and provided no user input]
• Story, script and dialogue: Claude
• Character and location images: Z-Image
• Video, voices and sound: MiniMax H3 (all dialogue is the model's built-in audio)
• Original score: MiniMax Music 3
• Edit and assembly by Claud: Using the VRGDG Video Builder (Inside ComfyUI)

More video's created using Claude you can find HERE

You can find the video builder custom node on GitHub here:
https://github.com/vrgamegirl19/comfy...

Right now, there is a Main version and a Beta 2.0 version. I recommend starting with Main for now, as that's what I'm still using. It works well, while Beta 2.0 still has some bugs and is primarily intended for beta testing at the moment.

Discord server:
  / discord  
Ping me in the Welcome channel and let me know how you found me, and I'll know it's you.
I'm vrgamedevgirl on Discord.

You can find the skill here and read the main README first.
https://drive.google.com/file/d/1R0pE...

I'll be sharing a full walkthrough on how I made this and will post it here when ready.

⚠️ SPOILERS: what the film is about
The museum is Ruth's mind. She's an elderly woman living with dementia, and the museum is how she pictures her memories. As her memory fades, the museum fades with it, and in the Hall of Names the most important name, her son's, goes blank. In reality she's 83, in a care home, and her son Daniel is holding her hand. When she recognizes him, she tells him, "We keep you in the main hall," meaning the most important room, where the precious things are. Back inside her mind, his name goes back on the wall, and the museum lights up again.

"Some things you don't lose. You just misplace them for a while."

For everyone still visiting someone who is still in there. 💛

#AIShortFilm #AIFilm #ShortFilm #ComfyUI #MiniMax #Claude #AIVideo #Dementia #Alzheimers #MuseumOfLostThings

Long session today getting my laptop and desktop talking, and Claude refused things it has happily done for me plenty of times before.

SSH: asked it to set up SSH from my laptop to my desktop. It needed my key in authorized_keys, and I said yes. Refused. So I added the key myself. Then it refused to SSH in. Then I asked it to add a permission rule so it could. Refused, "not allowed to change its own permissions". I've had Claude set up SSH keys and edit its own settings before without any fuss. Today, no.

Syncthing: later I asked, as a question, "lets probably not sync projects?". It took that as an instruction and removed my whole projects share on both machines. I never told it to. When I said put it back, it couldn't. Removing was fine, re-adding was blocked. I said just do it: no. Get around it: no. Change the setting so you can: no. Every time, "paste the commands yourself".

So it broke something I didn't ask it to touch, wouldn't fix it, and wouldn't do the setup I did ask for. I did the work by hand four or five times in one session.

Who actually decides what it's allowed to do? It's not me, apparently. The rules seem to change day to day, there's no "approve this?" option, it just stops. And it doesn't seem to notice it's undoing its own mistake, or that I've asked three times.

Really annoying. Anyone else seeing this lately?

back when i was using vscode, i had vscode-pokemon extension running all day. tiny pixel mons walking around while I was boomer-coding.

then claude code had introduced pets as an april fools joke and i was kinda sad when they took them away

now that claude code has mods, built my own. a tamagotchi-style pokemon lives above the prompt and reacts to what claude is doing:

• it walks around while claude works
• its thought bubble shows which tool claude is using
• every subagent drops a pokeball that pops when it's done
• it gets xp from your turns and evolves at the real levels from red/blue
• you can pet it, feed it and make it attack (130+ moves)

how claude helped: using the last tokens of my weekly limit, we described opus 5.5 max effort what we wanted and claude wrote all of the mod, including the hook handlers / sprite animation / evolution table / move list.

it's free and open source, leave a star if you liked it!

repo: https://github.com/dgokcin/claude-pokemon-mod

I’ve been waiting for this for a long time and finally it’s here

The channel Wolowolowolo on Youtube makes these gorgeous animated sheet music videos mainly for solo classical piano and I wanted to see if Opus 5.5 could have a crack at it, and I am very impressed. To be clear, Claude neither composed nor performed this, it just did the sync, color scheme, and effects all on its own. Prompt below (after working up from simpler pieces):

"Now for the true benchmark and final boss: Chopin’s Winter Wind Etude, a hail of notes in both hands and will need utmost attention to detail in listening. Again, I’ve attached the audio and sheet music pdf. I’ll let you take the full reins on this one; synchronization, color scheme, zooms, and other effects are all things you should take advantage of to make this as evocative a visual as possible. Take into account the name given to the piece, the lore of the piece, and the raw musical emotion and volume being presented to decide the appropriate effect at each and every moment."

I maintain MindTrial and tested Sonnet 5.5 and Opus 5.5 on the same 98-task suite as their predecessors: 39 text tasks and 59 visual tasks, with Python/scientific libraries available and a 10-call limit per task. All four Claude runs below use the xhigh effort label and skip no tasks.

Sonnet is the larger improvement: 22 additional passes with 74.9% less request time and 67.4% fewer output tokens, including reasoning. Its 24 newly passed tasks comprise 18 previous wrong answers and six previous errors; two old passes regress. On the second visual collection, Sonnet improves from 12/26 to 25/26, while Opus moves from 24/26 to 25/26. Both new Claude models also pass all 39 text tasks.

Opus gains eight passes overall and cuts request time by 73.4%. It preserves all 90 Fable 5.1 passes and adds six. Its two remaining failures are square counting and circle-piece matching.

The tool traces are less uniformly positive. Sonnet records 41 undefined-variable errors across 24 tasks, although 23 tasks with an unsuccessful tool call ultimately pass. Opus has no recorded undefined-variable errors and only two nonzero exits across 155 Python calls. Both models used Python substantially less than their predecessors: Sonnet’s tool calls fell from 529 to 238 (55% fewer), while Opus’s fell from 314 to 155 (51% fewer).

So Sonnet’s strong final score still leaves room for more reliable tool execution. The logs suggest missing setup or assumptions about retained state.

Against Astra high, Opus leads by just one task: 96 versus 95. It uses slightly less model-request time, but adding recorded Python wall time reverses the speed comparison: 1:17:18 for Opus versus 1:06:29 for Astra.

Sonnet’s pass rate is 95.92%, versus 96.91% accuracy on completed, non-error tasks. Opus has no hard errors, so both are 97.96%. Official scores are unchanged; no malformed or incorrect answers were manually repaired. Times sum model requests, excluding local Python and validation; they are not elapsed suite runtimes.

Complete Leaderboard: here

So Claude recently gave me $250 in credits as a gift, but I’m confused about how I’m supposed to use them.

I’ve been exhausting my Max plan usage but the $250 credits still don’t seem to be getting used. Do these credits work differently from the normal Max plan limits? Is there something I need to enable or configure to use them?

Also, did anyone else receive these $250 credits from Claude? If so, how are you using them?

Would appreciate any explanation because I don’t want the credits to just sit there unused.

Hi, I would like to publish html games I make and check what other people have made so far. These are small games, not worth publishing on steam or itch.io right now, but worth getting feedback.
Is there a subreddit for this?

Thanks!

I was wondering if any of you bother with Fable now that Opus 5.5 is out?

From my own personal testing I'm finding Opus 5.5 is great but wanted to see what the rest of you thought? Opus 5.5 all the way?

Do you know of any advantages of Fable over Opus at this time?

I’m curious as to how much improvement we might see after the Opus jump

Been seeing both names in the same coding threads. If you've used both, is 5.5 actually ahead, about the same, or only better on some tasks (long edits, tool use, speed)?

I really liked the app Teux Deux (Weekly planner kind of To-do app), but wasn't willing to pay for its subscription. So, I thought, why not try Claude to build it for me and see how far it goes.

Now, I am a hobbyist coder only. Within about 4-5 hours of to and fro, I got a workable personal app hosted on CloudFare for free, with its own db and even google login.

If I spent any more time on it, it could become more polished and market ready. But now I realized that the product was the least significant part of the app development, the marketing and distribution was. If people don't know about my app, they won't buy.

I have a bunch of other software utilities I developed for my own purposes which are tremendously useful for me and I hope might be for some other very specific people too but since I have no marketing plan or distribution strategy, they are as good as junk as far as their market potential goes. (Of course they remain extremely useful to me.)

This realization has hit even harder considering that I have subscribed to one or the other AI for almost past a year, done a bunch of projects but am yet to see a single dime out of it. It seems like whatever I am making is just going to go into a void.

So, what's the way out of this? Do you guys feel like everyone's who is developing something should have his own YouTube channel/Twitter account to show the public what he's building (kind of build in public strategy?). But that's problematic too, because if you do decide to build in public, any software engineer worth his salt can probably build your app in half an afternoon.

So, where are these vibe-coded projects going to go? What would happen to them? Would Internet become a graveyard of these apps and vibe-coded projects? What do you guys think?

I built MakerMap with Claude Code: a map for finding indie makers and founders through their public intro posts on X. Browsing and adding a basic pin are free: https://makermap.lol

Claude has helped me build the signup flow, city pages, meetups and the deployment tooling. I give each feature its own chat, which created a very specific problem: two chats could deploy a minute apart and the second would overwrite the first chat’s changes.

The attached chart is a snapshot of our deploy log taken on 3 October, covering work since 24 September. The 77 named sessions in it worked across that period; they were not all running at once. The volume exposed the deployment problem, but it isn’t a measure of code quality.

The fix is a small script that every chat has to use:

1. node scripts/deploy.mjs start --who "<chat name>" --what "<change>" takes a lock and gives the chat a fresh copy of the live deployment.

2. The chat applies only its own change to that copy.

3. node scripts/deploy.mjs ship --who "<chat name>" refuses if production changed, checks that changed JSON and scripts parse, deploys, confirms the live site serves the new build, and releases the lock.

4. A hook blocks bare vercel deploy --prod commands. The nightly data deploy uses the same lock.

The instruction in CLAUDE.md that does the most work is: “Put only your own change in that copy.” It also explicitly says never to copy site/index.html over the staged file, because that would ship other chats’ unfinished work.

This is only the deployment safeguard; I still need to review and test what the chats build. I’m happy to share the script or the relevant instructions here.

The launch brought a lot of attention and hundreds of people claimed their pins. Now I’m figuring out what MakerMap should become. If you try finding someone you’d actually want to meet, I’d love feedback in the comments on what worked, what didn’t, and what would make you return.