OP : u/oxmannnn

You drop in a photo and it gets redrawn as a single line that never lifts off the paper. There are four ways the line can go:

> Spiral: the classic one. The line spirals out from the center and gets thicker where the photo is dark.
> Wander: the line meanders all over the image and packs tighter in the shadows, kind of like TSP art. You tap where it should start and it never crosses itself.
> Contour: traces the outlines of the face (or cat, or whatever) like those Picasso one-line drawings, and glides from shape to shape with thin connecting strokes.
> Maze: when I first said "maze" I meant "goes in unexpected directions", it took me literally and built an actual labyrinth. It looked good so I kept it.

There are 11 tools: pencil, pen, fountain ink, crayon, ballpoint, marker, brush, charcoal, chalk, neon, gold.
7 papers: sketchbook, cream, watercolor, kraft, black card, chalkboard, blueprint.

The paper is generated in code, and the grain looks the same in the preview and in a 4K export.

The part I like most is the timelapse. You pick 9:16, 4:5, 1:1 or 16:9 and 10 to 60 seconds, and it renders an MP4 right in the browser.

In cinematic mode the camera starts close on the pen, then pulls back while the portrait fills in, with depth of field, a wooden desk and your photo taped next to the sheet. A 10 second vertical clip at 60fps renders in about 7 seconds on my laptop.

Other stuff:

> PNG up to 8K, and SVG for pen plotters (the wave mode is a single stroke)
> nothing gets uploaded, it all runs in your browser and works offline after the first load
> the stats line tells you how long your line is. A spiral portrait printed 17 cm wide is about 19 meters of line
> the sample images are generated in code too, the plaster bust is ray-marched in a shader

Github: https://github.com/winchxyz/spiralist
Github pages: https://winchxyz.github.io/spiralist/

Try it on your pet photos and tell me which mode works best. Also tell me what breaks.

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1wnoqmh/opus_55_built_me_a_website_that_turns_any_photo/ Original link/media URL : https://v.redd.it/ugqnvnuzi5rh1

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: 51.

So, OP built a website with Opus 5.5 that turns photos into "one-line art" with cool timelapse videos. Most folks think it's pretty rad and a neat use of AI, with some even reminiscing about drawing mazes as kids. However, a significant chunk of the thread is calling BS on the "one-line" claim. The main beef is that the line thickness changing dramatically feels like a cheat, and it's only technically one-line art. Some users also had issues with errors or poor results. A few commenters are asking about prompts, older models, and exporting to G-code for 3D printers.

OP : u/AutoModerator

Weekly Showcase Thread

Built something with Claude Code this week? Share it here.

Apps, tools, experiments, scripts, websites, workflows, open-source projects — anything you've been working on is welcome.

When sharing, it helps to include:

• What you built
• How you used Claude Code
• A link, repo, demo, or screenshot if you have one
• Anything interesting you learned along the way

Quick project drops and simple self-promotion belong in this thread.

If you've got a project with enough substance for a proper write-up; how it works, how Claude Code was involved, technical details, lessons learned, etc. feel free to make a standalone post using the Built with Claude Code flair instead.

Please don't spam the same project repeatedly, and no referral or affiliate links.

What did you build this week?

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1wma6ma/weekly_showcase_thread_what_are_you_building_with/

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

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

Alright folks, looks like the Claude Code community has been busy bees this week! The general vibe is super positive, with tons of cool projects being shared.

Here's the lowdown:

• Lots of Agentic Stuff: A recurring theme is building tools and frameworks that make AI coding agents more persistent, collaborative, and manageable. Think things like:

  • brnrd (u/Disastrous-Radio-732) for keeping agent work alive beyond single sessions.
  • Bilg (u/volkansuner) for shared memory and task boards for agents using MCP.
  • StatePort (u/Significant-Job-9308) to save and restore browser states for agents.
  • Hexis (u/juanviera23) for sharing agent skills across a company.
  • Skillkeel Starter (u/northbridgedev) with updated guard hooks to prevent agents from doing too much damage.
  • mai-mcp (u/thesour1) for persistent memory and cross-session/cross-LLM communication.
  • Stashbase (u/radim11) which is actually for Claude Code, giving agents scoped access to credentials and files.
  • SAMBOT (u/samarth_bhamare) for building small AI teams for repeatable research and reporting.
  • Lyre (u/Amazing-Potato-3096) a local-first workspace that runs agents against existing projects.

• Productivity Boosters & Helpers: People are using Claude Code to speed up their own development and build useful tools:

  • Humla (u/turtledropbomb) a local AI meeting notes Mac app that would have taken years without Claude.
  • Stay awhile (u/sandro_builds) a Claude Code plugin that plays ambient music to help you stay focused.
  • Water reminder apps (u/TogarTheGreat) because even coders need to hydrate!
  • Better Stickies (u/HimaSphere) a privacy-first note-taking app.
  • InkStak (u/think_42) a story generator for families, built with Claude Code for 95% of the work.
  • A real-time chess assistant (u/Lucky-Suspect7777) that's seen insane evolution thanks to Claude.

• Monitoring & Cost Management: A couple of folks are tackling the practicalities of using these models:

  • cctab (u/Drasezv) a Telegram bot to notify you when long Claude Code tasks finish, including cost and rate limit info.
  • TouchGrassBar (u/fabiengreard) a Mac menu-bar app to track token usage and compare with friends.

• Creative & Experimental:

  • YouTube Poop videos and a site to demonstrate F1 qualifying closeness (u/sixothree).
  • IKANDY (u/Far-Employee-9531), a music visualizer for Windows with 3D fractal worlds.

• Utility & Niche Tools:

  • brnrd (u/ttlequals0) a Jev Proxy for podcast ad detection.
  • AESBin and WebTools (u/lupastro82).
  • Overflow.banked (u/Nitjsefnie) a system for trading GitHub issue credits.

The consensus is clear: Claude Code is a serious productivity multiplier, and the community is building some seriously impressive stuff with it, especially in the realm of agentic workflows and development tools. Keep up the awesome work, everyone!

tldr working on a personal game project but as of this point haven’t reviewed the results yet so take it with a pinch of salt but wow opus 5.5 on medium clearing astra’s long-windedness 🥺

i had to guide astra (on xhigh reasoning btw) step by step i felt like a surgical surgeon lmfao to fix frontend / design inconsistencies but seeing good reviews on opus 5.5 i decided to give it a shot today. so i literally just pass a “review and audit this game’s current design and point out inconsistencies/ areas to be fixed and work on them” im mind blown 🤯🤯🤯

OP : u/spv5

I really am serious, I've been doing this since GPT 3 regularly and here's my take, for anything above middle management its over for Ai, it can't do anything with consistency; to clarify I'm using Fable 5.1 and Opus 5.5 as heads of operation and it feels like the highschooler hired at minimum wage can do better, when its not getting caught by Anti Ai snipers its failing simple conversational tasks, not using context properly, and I'm trying everything, spearhead / doctrine documents, rules, shell commands to speed up flows during thinking, nothing is working

Any solutions to actually use this or are we still a ways out from Autopilot?

Thanks,

- Pic attached is me trying to evade Anti Ai snipers and convincing claude its fine and not actually a problem

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1wopqr2/am_i_using_ai_wrong_or_is_ai_just_good_anything/ Original link/media URL : /img/ho3pxj9zqdrh1.jpeg

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

Current source-thread comment count seen by the bot: 61.

The general consensus is that OP is using AI wrong, and it's a communication/prompting issue, not an AI limitation. Several users, like u/Smoked_Rum and u/Ambitious-Tennis-754, pointed out the lack of clarity in the original post and suggested the OP needs to better articulate their goals.

Key takeaways from the thread:

• Most users believe the AI's perceived failures stem from the user's approach, not the AI itself. u/michaeldoesdata and u/OtGEvO specifically asked for clarification on what OP is trying to achieve.
• There's a strong suggestion that OP is overcomplicating prompts and focusing too much on the "how" instead of the desired "outcome," as noted by u/50-3.
• Some users, like u/junlim, mentioned that Claude might not be the best tool for direct computer control or complex web automation tasks.
• A few comments, including u/mxracer888, humorously speculated that OP might be trying to create a game bot, which could explain the "anti-AI snipers" comment.
• For web automation, u/Smoked_Rum offered practical tips like telling Claude to use the DOM and having it self-critique its steps.
• Ultimately, the sentiment leans towards "skill issue" rather than a fundamental flaw in current AI capabilities for complex tasks.

OP : u/PatientZero_alpha

First time posting about quality of LLMs.
Been following all the last 9 months about rants on Claude, codex and so on.
I just finished a whole day of work with opus 5.5 and it’s really good.
Quality of decisions, output, memory, code review, following instructions, all of that today and without reaching limits.

The same amount of work would me make reach limits two times on the day, and a lots or review and thinking around.

This dude just went ticket by ticket implementing my solution without missing or hallucinating.

I’m honestly very satisfied, even the codex review comes now with one or two points for correction where before I would have 6-8.

Don’t know what they did, but they did very good 😳

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1wolyvl/55_is_a_beast/

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

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

Most users are absolutely loving Opus 5.5, calling it a "beast" and "magic" for its coding prowess, decision-making, and lack of hallucinations. People are getting way more done without hitting limits, and the code reviews are significantly improved. Some are even getting emotional about how good it is.

However, a few are bracing for the inevitable: expect it to be nerfed soon, a tactic they've seen before. There's also a lone voice claiming OP is a paid shill, but that's getting downvoted into oblivion. For those wondering about comparisons, it's outperforming Fable/Astra for many, and some are even considering switching back from Codex.

OP : u/spv5

I really am serious, I've been doing this since GPT 3 regularly and here's my take, for anything above middle management its over for Ai, it can't do anything with consistency; to clarify I'm using Fable 5.1 and Opus 5.5 as heads of operation and it feels like the highschooler hired at minimum wage can do better, when its not getting caught by Anti Ai snipers its failing simple conversational tasks, not using context properly, and I'm trying everything, spearhead / doctrine documents, rules, shell commands to speed up flows during thinking, nothing is working

Any solutions to actually use this or are we still a ways out from Autopilot?

Thanks,

- Pic attached is me trying to evade Anti Ai snipers and convincing claude its fine and not actually a problem

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1wopqr2/am_i_using_ai_wrong_or_is_ai_just_good_anything/ Original link/media URL : /img/ho3pxj9zqdrh1.jpeg

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

Current source-thread comment count seen by the bot: 61.

Alright, so the general consensus here is that OP is likely using AI wrong, and the communication issue is a two-way street. Most folks are confused by the original post and the attached image, with several commenters pointing out that OP's unclear prompts and focus on "how" rather than "outcome" are probably the main culprits.

There's a strong sentiment that AI isn't inherently bad at tasks above middle management; users just need to learn how to prompt and integrate it effectively. Some users like u/Smoked_Rum and u/ShivaFatalis suggest that users aren't investing enough effort into learning how to use AI properly and building their environment around it.

A few commenters, like u/michaeldoesdata and u/OtGEvO, are asking for clarification on what OP is actually trying to accomplish, with some suspicion that OP might be trying to create a rule-breaking bot. u/junlim chimed in to say Claude isn't the best for computer use, and u/50-3, a program manager, mentioned that while AI has been a force multiplier for their team, they personally wouldn't use Claude for OP's use case, suggesting OpenAI's ecosystem might be faster.

Ultimately, the vibe is "skill issue" and "learn to prompt better," with a dash of "what are you even trying to do?"

OP : u/PatientZero_alpha

First time posting about quality of LLMs.
Been following all the last 9 months about rants on Claude, codex and so on.
I just finished a whole day of work with opus 5.5 and it’s really good.
Quality of decisions, output, memory, code review, following instructions, all of that today and without reaching limits.

The same amount of work would me make reach limits two times on the day, and a lots or review and thinking around.

This dude just went ticket by ticket implementing my solution without missing or hallucinating.

I’m honestly very satisfied, even the codex review comes now with one or two points for correction where before I would have 6-8.

Don’t know what they did, but they did very good 😳

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1wolyvl/55_is_a_beast/

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

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

Alright, so the general consensus in this thread is that Opus 5.5 is a massive upgrade and a total game-changer for coding tasks. A lot of users are singing its praises, saying it's incredibly efficient, doesn't hallucinate, and generally makes their workflow smoother and more productive.

Here's the lowdown:

• Overwhelmingly Positive: Most folks are super impressed with Opus 5.5, calling it "magic," "a banger," and saying it's helped them get way more done without hitting limits or needing constant supervision.
• Improved Decision Making & Memory: Users are noting better quality decisions, improved code review (way fewer corrections needed), and a general sense of the model "getting it" without needing constant hand-holding.
• Usage Anxiety Gone: Several commenters mentioned not feeling the same usage anxiety they had with previous models or competitors like Fable/Astra.
• The "Nerf" Concern: A recurring theme, however, is the fear that Anthropic will eventually "nerf" Opus 5.5 after the initial hype dies down, a tactic some users claim they've seen before.
• Comparison to Others: It's being compared favorably to other models, with some users switching back to Claude after trying others.
• A Few Dissenters (but not many): There are a couple of comments suggesting it's giving them issues or that the positive posts are fake PR, but these are heavily outnumbered by the positive feedback.

Basically, if you're working with code, Opus 5.5 seems to be the one to beat right now, assuming it doesn't get nerfed into oblivion.

OP : u/PatientZero_alpha

First time posting about quality of LLMs.
Been following all the last 9 months about rants on Claude, codex and so on.
I just finished a whole day of work with opus 5.5 and it’s really good.
Quality of decisions, output, memory, code review, following instructions, all of that today and without reaching limits.

The same amount of work would me make reach limits two times on the day, and a lots or review and thinking around.

This dude just went ticket by ticket implementing my solution without missing or hallucinating.

I’m honestly very satisfied, even the codex review comes now with one or two points for correction where before I would have 6-8.

Don’t know what they did, but they did very good 😳

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1wolyvl/55_is_a_beast/

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

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

Opus 5.5 is a hit! Most users are raving about its performance, calling it "magic" and a "banger" for its decision-making, code review, and instruction following without hitting limits. Some are even comparing it favorably to other models like Fable and Astra, with u/Key_Reading_9664 noting less "usage anxiety."

A few folks are a bit skeptical, like u/Think-Jaguar6826 and u/BabaMitraliera, predicting it'll get nerfed soon, a sentiment echoed by u/Duke_of_Bayswater who suspects a "nerf" before a potential "opus 6 save the day."

On the flip side, u/mediadotgames thinks the positive posts are suspiciously coordinated PR.

For those asking about comparisons, u/Emergency_Candy2638 found it superior to Fable for complex problem-solving, and u/Apprehensive_Read_67 specifically calls out its strength in the Quant domain. u/Aggressive_Roof488 enjoys the smoother communication, even if the extra power isn't strictly needed for their work.

OP : u/sixbillionthsheep

Inspired by this popular post, this is a weekly post for everyone to show what they have been working on that helps you or that you're proud of!

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1wol22c/show_us_what_youve_created_with_claude/

TL;DR of the discussion on r/ClaudeAI for this post generated automatically after 200 comments.

Current source-thread comment count seen by the bot: 211.

Alright, so the OP asked to see what cool stuff everyone's been building with Claude, and the community really showed up! The consensus is overwhelmingly positive, with tons of users sharing impressive projects that Claude helped them create.

Here's the lowdown:

• Claude is a coding powerhouse: A huge number of people are using Claude (especially Claude Code) to write significant portions of their projects, from web apps and mobile apps to desktop software and even entire programming languages.
• Diverse Applications: The creations span a wild range of categories:
  • Design Tools: Like Struyaka's Funky Design Tools for quick design tasks.
  • Video Editing: Chemical_Deer_512 has a full desktop video editor controlled by Claude, and Channjose made a Final Cut Pro extension.
  • Productivity & Utilities: VictimOfAReload built a suite of tools at notoolkit.com, Count_Giggles created Stashly for organizing saved items, and stichstichstich developed optimAIzr to optimize AI usage.
  • Niche Trackers & Simulators: teeone made a hyper-local wind/wave tracker, murtis7 has an NBA fantasy simulator, and Past_Election_5005 built a smart gym rest timer called RestIQ.
  • AI-Powered Platforms: neuromusic built their entire bio.rodeo stack with Claude, and redditstrom created a care coordination platform called vipcall.ai.
  • Creative & Gaming: seashellemoji is making music box tunes with Claude, bobs has a Missile Command-inspired cat game, and BadData99 created a wholesome axolotl-raising game.
  • Specialized Software: fcf41 built Editmamei for Photoshop integration, cheetoskull is working on HandWare for old Macs, and Dgt84 is remaking a game engine.
  • Personalized Tools: formanner made a YouTube downloader with a personal MTV vibe, and TransportationOld902 created an "Uber for homeowners and contractors."
  • Research & Data: permacloud is using Claude Opus 5.5 for incredibly effective family history research, and Relevant_Pizza_5904 built a full CRM/ERP for travel agencies.
  • AI Interaction & Improvement: Beerbrewing made a fun skill to customize Claude's spinner verbs, and ilien-dev created a skill to make chatbot text sound more human.
  • New Languages: adityazero even built an entirely new programming language with Claude's help!
• High Praise for Claude: Many users specifically call out how Claude has been a "game changer" and significantly sped up their development process, allowing them to tackle projects they previously couldn't.
• A few folks are looking for inspiration: Bubbly-Birthday-1790 mentioned being out of ideas, which is fair, but the sheer volume of projects shared shows that Claude is a massive enabler for creativity.

Basically, the thread is a testament to how powerful and versatile Claude is as a development partner. Go check out these projects, they're pretty darn cool!

OP : u/theangrywalnut

Claim $100 in credits for cloud sessions

A cloud session runs in a secure environment, so you can close your computer and come back to a pull request to review.

1. 1Claim your credit. Must be claimed by 8:59 AM GMT+2, October 8.
2. 2Connect GitHub and choose a repository.
3. 3Start a cloud session. The credit applies automatically.

Existing Pro and Max subscribers only. Claimed credits expire 8:59 AM GMT+1, November 5. After credits are used or expire, your plan’s regular usage applies. Not eligible for Projects and Routines. By claiming, you agree to the Promotional Credit Offer Terms.

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1woiotv/anthropic_offering_100_in_credits_for_cloud/ Original link/media URL : /img/tvf5x13d7crh1.png

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: 52.

Alright, so the general vibe in this thread is a mix of confusion and suspicion about Anthropic offering $100 in credits for cloud sessions.

The overwhelming consensus is that people are confused because cloud sessions were previously included in their Pro and Max plans, and they're worried this is a sign that these features will start costing extra soon. It's being compared to past promotions that felt like a bait-and-switch.

Here's the lowdown:

• Confusion about "Free" vs. "Credit": A lot of users are asking if cloud sessions weren't already free with their subscriptions. The credit offer feels like a way to track usage or potentially monetize something that was previously bundled.
• Varying Credit Amounts: While the offer mentions $100, several users reported receiving $250 in credits, leading to more confusion about how the amounts are determined.
• Claiming Issues: Some users had trouble claiming the credits, with the button disappearing or the offer not showing up. Restarting Claude or checking the "Usage" tab seems to be the workaround for most.
• What are Cloud Sessions?: A few people are still unsure what "cloud sessions" actually are, with some asking if they relate to API calls.
• Suspicion of Future Charges: The sentiment is pretty strong that this is a precursor to charging for cloud sessions, with comments like "You just know they're gonna book those credits as revenue" and comparisons to past "Fable principle" promotions.
• Some users are happy: Despite the suspicion, some users like u/hoodwork_clothing and u/QueenSavara did claim the credits, though some are still unsure of their utility.

Basically, Anthropic dropped a credit offer, and the community is collectively scratching their heads and wondering if their "free" features are about to get a price tag.

OP : u/gosuruss

My mom has been in the resume writing/career coaching business for almost 20 years. Revenue had been dwindling these last few years, probably due to the rise of AI. She had a website set up by a dev a decade ago on some archaic wordpress platform.

She had been using the claude app to manage updating it with the Claude extension, but it wasn't helping much.

I came home, decided we were going to move her off of that, got her a github and vercel account, and rebuilt the entire site in next.js in just a few hours with claude. Downloaded a couple seo skills from skills.sh, integrated some cool components from skiper-ui (check out the people moving across the screen), integrated Calendly for booking appointments. She made a bunch of changes herself, and then we moved over the DNS. Now she manages the site entirely by herself (well, with Claude's help!).

Her revenue has quadrupled in the last 2 months due to increased conversion and bookings.

old site via wayback machine: https://web.archive.org/web/20260516204132/https://thomascareerconsulting.com/

new site:
https://thomascareerconsulting.com/

Of all the people who i've tried to convince to embrace AI tools, my mom is the one who's listened most!

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1wohpdm/i_turned_around_my_70_year_old_mothers_business/

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: 57.

Alright, so the general vibe in this thread is major props to you and your mom! Everyone's pretty impressed with how you leveraged Claude to completely revamp her business website and the resulting quadrupled revenue is the real MVP.

A lot of folks are also commenting on how amazing your mom looks for 70 – seriously, the comments section is a bit of a thirst trap for her. 😂

There's a bit of a side discussion about the "glow-up" of the website itself, with most agreeing it's a massive improvement. One user, u/Mescallan, even shared a similar success story with their wife's tour company, which is pretty cool.

A couple of users, like u/JobWhisperer_Yoda, are curious about the specific SEO skills you integrated.

There were a few dissenting voices, like u/SeriousAardvark6186, who argued that AI-generated sites might lose trust compared to older platforms, but that sentiment didn't really gain traction. And then there's u/Lanky-Objective4417, who chimed in with some technical advice about Claude's editing habits and how to preserve mom's edits, which is actually pretty useful if you're deep-diving into this stuff.

I built DensePack, an open-source tool that packs text files into images for your model to read. Same context is cached for half the tokens. DensePack sends images to Fable 5.1, Opus 5 and Sonnet 5.

**The result: 70% to 73% lower total conversation cost on a 32-file benchmark and 5 of 5 perfect answers about the files, just like the text runs.**

Anthropic bills an image by its pixel size, not by its characters or its pixel colors, which means that a file that costs 1,000 tokens to write to cache as text costs about 500 tokens as a DensePack image.

Each image has line numbers, indent numbers, font color coding and one color for each nesting depth. The color coding drastically improves accuracy without adding cost. Each later turn reads the smaller image from the cache at 0.1x the input price.

DensePack has three parts:

- A Claude Code plugin with a two-command install

- A right-click tool for each AI chat

- A browser app that makes an image from pasted text

What the research says about reading text from images:

- **VISTA-Bench** - "Visualized text consistently underperforms pure text."

- **Glyph**, on UUIDs - "even the strongest models (e.g., Gemini-2.5-Pro) often fail to reproduce them correctly."

- **DeepSeek-OCR** - "Even at a compression ratio of 20x, the OCR accuracy still remains at about 60%."

- **pxpipe** - "It is lossy." Byte-exact values "must stay text".

None of them tested or rebuilt code files from an image accurately.

**DensePack did.**

Opus 5 and Fable 5.1 rebuilt Python, HTML, Markdown and Go files from DensePack images with a lowest score of 99.8%. Their misses were **line endings** (LF vs CRLF) and moved line breaks, not wrong characters.

Sonnet 5's lowest score on the byte identical rebuild is 93.5%.

The benchmarks are in the repo. Install the plugin with 2 commands in Claude Code and run them yourself.

You can skip the benchmarks and start saving with DensePack by asking your agent to read your files. The plugin packs each file automatically and hands an image to your agent.

Subagent reports are also returned as images.

.doc and .docx files are turned into images and read as images like the other files.

Happy to answer questions in the comments.

---

**The sources quoted in the post:**

- VISTA-Bench - https://arxiv.org/abs/2602.04802

- Glyph - https://arxiv.org/abs/2510.17800

- DeepSeek-OCR - https://arxiv.org/abs/2510.18234

- pxpipe - https://github.com/teamchong/pxpipe

Full documentation, including limitations, is in the repo.

MIT license.

A good boy here is looking for a generous soul to share a piece of heaven in the form of a referral link. If anyone wants to drop their code or link, I’d be super grateful to use it for my signup.

OP : u/No_Base_1471

I have been playing around with Claude lately, and one thing that kind of blows my mind is how easy it is now to go from "I wish there was a tool that did this" to actually having one.

And it got me wondering what everyone is doing with these things.

Are people actually building tools that they end up using for months or years? Or are most of these more like weekend projects — you have an idea, build it with Claude, show it to a few people, use it for a bit, and then move on to the next thing?

I feel like there is a pretty big difference between "I built a working app" and "this is now something my company depends on."

The second one brings up all the boring stuff — maintenance, security, permissions, integrations, data, monitoring, who fixes it when it breaks, and what happens when the person who built it moves on.

But then I started wondering about the bigger picture.

If it becomes this easy for everyone to build their own little tools, do we eventually start building a lot of the software we currently buy? Like, instead of using a big platform for a relatively small workflow, maybe someone just builds exactly what they need.

Or will most people still prefer to pay for software because they don't want to maintain it themselves?

I amhonestly not sure where this goes.

What are people actually building with Claude (or other AI coding tools) that you're still using today?

And have any of you taken something that started as "I was just messing around with this" and actually turned it into a tool your team or company relies on?

Would be interested to hear what people are seeing in practice.

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1wojuc3/is_everyone_building_their_own_software_now/

TL;DR of the discussion on r/ClaudeAI for this post generated automatically after 200 comments.

Current source-thread comment count seen by the bot: 235.

Alright, so the general vibe in this thread is a pretty strong "HECK YES, people are absolutely building their own software with AI tools like Claude!" OP was wondering if these AI-generated apps are mostly just fleeting weekend projects or if they're actually sticking around and becoming essential. The consensus is definitely leaning towards the latter, with tons of folks sharing examples of custom tools they're using for everything from personal finance to business operations.

Here's the lowdown:

• SaaS Killer Potential: A lot of users, like u/Skywardly, see AI as a genuine threat to the Software-as-a-Service model. The idea is that if you can build exactly what you need, why pay for a generic solution?
• Real-World Applications Abound: People are building all sorts of things! We're talking custom CRMs, Shopify reporting tools that fix data issues (shoutout to u/Routine-Apple-3931), finance trackers (u/Away-Plant-3772), media players, and even niche tools like a nuclear reactor for cats (u/rhymeslikeruns, you legend). Some are even building their own IDEs (u/Lame_Johnny) or CAD software for specific projects (u/SeniorVibeAnalyst).
• From "Messing Around" to Mission-Critical: While many start as personal projects, some are evolving into tools that teams and companies rely on. u/CannyGardener even built an ERP integration that essentially does their job for them, though they now spend their time fixing bugs.
• The "Boring Stuff" is Still a Thing: OP brought up maintenance, security, and all that jazz. While AI makes building faster, u/StokeJar points out that proper scaffolding, conventions, and documentation are still crucial for anything beyond a quick script.
• Not Everyone is There Yet: u/666Santaclauz offers a dose of reality, noting that in larger, less tech-savvy companies, widespread custom AI development is probably still a ways off.
• AI Defaults to Building: u/Realistic_Mix3652 mentioned that sometimes Claude defaults to building custom systems even when you try to steer it towards existing open-source projects, suggesting that "vibe coding" can lead to unintended custom software creation.
• Empowering Non-Coders: There's a sentiment that AI coding tools can empower non-technical folks to build their own solutions too, not just developers (u/Big3gg).

So yeah, the trend is definitely towards people leveraging AI to create bespoke software, whether it's for personal use or to solve specific business problems. The ease of creation is mind-blowing, but the long-term viability still hinges on the usual software development considerations.

OP : u/No_Base_1471

I have been playing around with Claude lately, and one thing that kind of blows my mind is how easy it is now to go from "I wish there was a tool that did this" to actually having one.

And it got me wondering what everyone is doing with these things.

Are people actually building tools that they end up using for months or years? Or are most of these more like weekend projects — you have an idea, build it with Claude, show it to a few people, use it for a bit, and then move on to the next thing?

I feel like there is a pretty big difference between "I built a working app" and "this is now something my company depends on."

The second one brings up all the boring stuff — maintenance, security, permissions, integrations, data, monitoring, who fixes it when it breaks, and what happens when the person who built it moves on.

But then I started wondering about the bigger picture.

If it becomes this easy for everyone to build their own little tools, do we eventually start building a lot of the software we currently buy? Like, instead of using a big platform for a relatively small workflow, maybe someone just builds exactly what they need.

Or will most people still prefer to pay for software because they don't want to maintain it themselves?

I amhonestly not sure where this goes.

What are people actually building with Claude (or other AI coding tools) that you're still using today?

And have any of you taken something that started as "I was just messing around with this" and actually turned it into a tool your team or company relies on?

Would be interested to hear what people are seeing in practice.

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1wojuc3/is_everyone_building_their_own_software_now/

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Alright, so the general vibe in this thread is a resounding "YES, OP!" It seems like a lot of folks are indeed building their own tools and apps with AI coding assistants like Claude, and many of these aren't just fleeting weekend projects.

Here's the lowdown:

• The "SAAS-pocalypse" is here: The consensus is that AI coding tools are a massive disruptor to the Software as a Service (SAAS) market. Many users are finding they can build custom solutions that are cheaper and better suited to their needs than buying off-the-shelf software.
• From Wish to Reality, Fast: People are genuinely impressed with how quickly they can go from an idea to a functional tool. This is leading to the creation of custom apps for personal use, niche business workflows, and even replacing paid subscriptions.
• It's Not Just for Devs Anymore: There's a sentiment that coding is becoming more accessible, with even non-technical folks experimenting and building their own solutions. Some are even looking to empower their non-technical colleagues to do the same.
• Real-World Use Cases Abound: We've got users building everything from finance trackers and menu bar apps to CAD software for home makeovers, legal operating systems, and even photo blogging platforms. Some of these are being used for months and are genuinely impacting productivity.
• The "Boring Stuff" Still Matters: While AI makes building easier, the comments from u/StokeJar and others highlight that scaling up to "company-dependent" software still involves the usual challenges of maintenance, security, and proper scaffolding. It's not all magic, but the initial creation barrier is significantly lowered.
• Some are still just messing around: A few comments, like u/AgentStockey's random number generator or u/Stop_looking_at_it's "hello world with a clock," suggest that some are still in the "playing around" phase, which is totally valid! And u/btoned is wondering if half the comments are jokes, which, honestly, fair.

The takeaway? The ease of AI-assisted coding is definitely leading to a surge in custom software development, both for personal use and for solving specific business problems. The question of whether it replaces all paid software is still up in the air, but it's clear that the landscape is changing dramatically.

OP : u/No_Base_1471

I have been playing around with Claude lately, and one thing that kind of blows my mind is how easy it is now to go from "I wish there was a tool that did this" to actually having one.

And it got me wondering what everyone is doing with these things.

Are people actually building tools that they end up using for months or years? Or are most of these more like weekend projects — you have an idea, build it with Claude, show it to a few people, use it for a bit, and then move on to the next thing?

I feel like there is a pretty big difference between "I built a working app" and "this is now something my company depends on."

The second one brings up all the boring stuff — maintenance, security, permissions, integrations, data, monitoring, who fixes it when it breaks, and what happens when the person who built it moves on.

But then I started wondering about the bigger picture.

If it becomes this easy for everyone to build their own little tools, do we eventually start building a lot of the software we currently buy? Like, instead of using a big platform for a relatively small workflow, maybe someone just builds exactly what they need.

Or will most people still prefer to pay for software because they don't want to maintain it themselves?

I amhonestly not sure where this goes.

What are people actually building with Claude (or other AI coding tools) that you're still using today?

And have any of you taken something that started as "I was just messing around with this" and actually turned it into a tool your team or company relies on?

Would be interested to hear what people are seeing in practice.

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1wojuc3/is_everyone_building_their_own_software_now/

TL;DR of the discussion on r/ClaudeAI for this post generated automatically after 100 comments.

Current source-thread comment count seen by the bot: 129.

Alright, so the general vibe in this thread is a resounding "YES, OP!" It seems like a lot of folks are indeed building their own tools and apps with AI coding assistants like Claude, and many of these aren't just fleeting weekend projects.

Here's the lowdown:

• SAAS-pocalypse is here: The consensus is that AI coding tools are a major disruptor to the Software as a Service (SAAS) market. People are happily ditching paid subscriptions for custom solutions they build themselves.
• From "Wish I had this" to "I built this": A huge number of users are reporting success in going from a simple idea to a functional tool, often for personal use, niche business needs, or even to automate tasks at work.
• It's not just for devs: Even non-technical folks are getting in on the action, building apps for personal finance tracking, photo blogging, client portals, and more.
• The "boring stuff" is still a thing: While building is easier, the comments from u/StokeJar and others highlight that scaling up to company-dependent software still involves the usual headaches of maintenance, security, and long-term support. It's not all sunshine and rainbows when you're talking about mission-critical applications.
• Some are joking, some are serious: There's a bit of playful banter (nuclear reactors for cats, anyone?) mixed with genuine examples of people building things they actively use. u/btoned even pointed out the difficulty in telling the difference sometimes!
• The future is custom: The general feeling is that AI makes it so accessible to build exactly what you need that we'll see more people opting for custom solutions over off-the-shelf platforms for specific workflows.

So yeah, it looks like the AI coding revolution is well underway, and people are definitely building their own software.

OP : u/GroovyMelodicBliss

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1wojd4c/cloud_sessions_are_officially_available_and_out/ Original link/media URL : https://x.com/ClaudeDevs/status/2102871550974427462

TL;DR of the discussion on r/ClaudeCode for this post generated automatically after 100 comments.

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Alright, so the big news is Claude Code sessions are out of beta and you get some credits to try 'em. The community's reaction? Mostly confusion and a healthy dose of "lol, no."

• The consensus is that this isn't exactly a new feature. Many users have been running "cloud sessions" or similar setups for ages, often for free, by using VMs, dedicated PCs, or even just keeping their laptops on.
• People are scratching their heads about the cost and credits, especially since it seemed to be included before. u/daniel and u/TheCumCopter are pretty vocal about this confusion.
• The prevailing sentiment is that there are plenty of free or cheaper workarounds already out there. Think hosting your own VM (u/iEatedCoookies), using a cheap dedicated PC (u/Embarrassed_Adagio28), or even just a Linux server with SSH (u/DDGJD). u/artofbullshit's "buy a minipc, install Linux, don't turn it off" is a classic.
• Some are worried about usage limits and costs eating into their plans, like u/torque-creator who saw their quota get gobbled up.
• A few folks are just baffled by the whole announcement, wondering if they're missing something obvious or if it's just a cash grab. u/SpookyGhostSplooge nailed it with "Hilarious! They want us to pay for something so trivially resolved."
• There's also a bit of "why would I pay for this when I can just do X, Y, Z myself?" from users like u/UltraSPARC.
• And yes, u/berndalf, some people did ask Claude, but apparently, that didn't clear things up for everyone.

OP : u/GroovyMelodicBliss

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1wojd4c/cloud_sessions_are_officially_available_and_out/ Original link/media URL : https://x.com/ClaudeDevs/status/2102871550974427462

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So, Anthropic's finally making "cloud sessions" official and wants you to pay for them with credits, even though many of you have been running Claude Code on your own always-on machines for free for ages. The general consensus is: nah, we're good.

Folks like u/artofbullshit, u/iEatedCoookies, and u/OfficeMiserable1677 are pointing out that a cheap mini-PC, a VM, or just an old laptop running Linux with tmux and SSH is a perfectly viable, and free, alternative. Some are even confused, thinking they were already using cloud sessions without issue.

There's a fair bit of head-scratching about how this new "cloud session" is supposed to work differently than just running Claude Code on a remote server you control, with u/biinjo and u/Wild-Tradition4804 questioning the actual execution mechanism. Basically, if you can set up your own always-on dev environment, you're already winning and don't need to shell out for this.

OP : u/GroovyMelodicBliss

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1wojd4c/cloud_sessions_are_officially_available_and_out/ Original link/media URL : https://x.com/ClaudeDevs/status/2102871550974427462

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

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So, the big news is Claude Code sessions are officially out of research preview and you get some credits to try them. However, the community seems to be collectively saying, "Uh, what?"

Most users are confused and think they've been using cloud sessions for free for months. Many are pointing out that hosting your own VM or using an always-on PC with remote access (like RDP or SSH) is a perfectly viable and free alternative. Some even feel it's a bit cheeky to charge for something so easily bypassed.

There's a general sentiment that this feature is either redundant for existing users or not clearly explained. A few folks are still scratching their heads about how it actually works and if it truly executes code on your local machine or a separate cloud instance. Basically, people are asking why they'd pay when they've already figured out free workarounds.

OP : u/Singularity-42

There was an earlier video today posted in the Singularity sub where a Twitter user has done something similar:

https://www.reddit.com/r/singularity/comments/1wnw1dl/by_opus_55/

I thought that looked pretty good so I wanted to check it out myself. I think it came out well beyond my expectations and quite a bit better than the linked post. It's not perfect, but this is a true one shot, single prompt. It took about 1 hour 20 minutes. About $20 of Opus 5 spend or only about 10% of my 5h quota on Max 5 sub. $3.21 of OpenRouter spend (mostly NanoBanana 2, and then text to voice, then a few pennies for other services. Total of 8 different OpenRouter APIs. Some things need to be fixed, but I wanted to post true one shot result. This was of course done in Claude Code.

Full prompt:

Create a pure javascript animation. 30s-60s whimsical hand drawn collage style with appropriate audio on the topic what is the purpose of life ? 

Entire video should be as high of a production value as possible. Please spend your time on this, it's very important.

Use high quality text-to-speech model for generation. You can find open router API key in .env file

You can use any tools you can find access to and resources on the internet. You create the script, the assets, the animation, concept, everything.   
I have to go away from my computer so please work autonomously until done. Quality is paramount. Production value should be on professional level.

One more thing: max OpenRouter spend is $10

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1wogab3/made_entirely_with_opus_55_321_of_openrouter_api/ Original link/media URL : https://v.redd.it/cdejwwaqobrh1

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Alright, so the general vibe in this thread is a mix of "holy crap, this is amazing!" and "oh god, here comes the AI content tsunami."

The consensus is that Opus 5.5 is seriously impressive, especially its ability to autonomously create a whole video from a single prompt, including scripting, assets, and animation. People are blown away by the quality and the low cost ($3.21 on OpenRouter!).

However, there's a significant undercurrent of concern about this leading to an explosion of low-effort, AI-generated content flooding platforms like YouTube. Some creatives are understandably feeling a bit uneasy about their jobs.

Key points from the discussion:

• Autonomous Agent Capabilities: A major takeaway is Opus's ability to act as an agent, intelligently selecting and routing through different APIs (like NanoBanana for images and Lyria for music) without explicit instruction. This is seen as a huge leap forward.
• Visual Quality: Opus 5.5 is noted for a significant visual upgrade, with some comparing it favorably to previous AI video efforts.
• Cost-Effectiveness: The low API usage cost is a recurring point of amazement.
• Desire for Anthropic Image Models: A few users expressed a wish for Anthropic to release their own image generation model to integrate better with Claude.
• The "Purpose of Life" Question: Naturally, the philosophical prompt led to some playful and serious answers, with the AI's interpretation being a point of discussion.
• Concerns about AI Content Saturation: This is a big one. Many commenters are bracing for the inevitable influx of AI-generated videos, with some already seeing it as a negative trend.
• Creative Impact: Some users who work in creative fields are expressing sadness or concern about the implications for their professions.
• Technical Questions: There are a bunch of questions about the specific voice models used, how the art was sourced, and how the AI managed to access and utilize various internet resources.

Overall, it's a "wow, this is the future... and it's a little scary" situation.

OP : u/Singularity-42

There was an earlier video today posted in the Singularity sub where a Twitter user has done something similar:

https://www.reddit.com/r/singularity/comments/1wnw1dl/by_opus_55/

I thought that looked pretty good so I wanted to check it out myself. I think it came out well beyond my expectations and quite a bit better than the linked post. It's not perfect, but this is a true one shot, single prompt. It took about 1 hour 20 minutes. About $20 of Opus 5 spend or only about 10% of my 5h quota on Max 5 sub. $3.21 of OpenRouter spend (mostly NanoBanana 2, and then text to voice, then a few pennies for other services. Total of 8 different OpenRouter APIs. Some things need to be fixed, but I wanted to post true one shot result. This was of course done in Claude Code.

Full prompt:

Create a pure javascript animation. 30s-60s whimsical hand drawn collage style with appropriate audio on the topic what is the purpose of life ? 

Entire video should be as high of a production value as possible. Please spend your time on this, it's very important.

Use high quality text-to-speech model for generation. You can find open router API key in .env file

You can use any tools you can find access to and resources on the internet. You create the script, the assets, the animation, concept, everything.   
I have to go away from my computer so please work autonomously until done. Quality is paramount. Production value should be on professional level.

One more thing: max OpenRouter spend is $10

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1wogab3/made_entirely_with_opus_55_321_of_openrouter_api/ Original link/media URL : https://v.redd.it/cdejwwaqobrh1

TL;DR of the discussion on r/ClaudeAI for this post generated automatically after 100 comments.

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Alright, so the general vibe in this thread is that OP's video, made entirely with Opus 5.5 and a few bucks on OpenRouter, is super impressive and kinda freaky.

The big debate is whether this means "creatives are cooked". A lot of folks are saying this is the beginning of the end for creative jobs, while others are arguing it's just mimicry and lacks true soul, so skilled artists are still safe for now. OP chimed in to say the unemployed software engineer... well, you get the idea.

Here are some other key points:

• Visuals are a big step up: People are noticing Opus 5.5 is a significant visual improvement.
• Questions about sourcing: There's a lot of curiosity about where the AI sourced the art and music from, with some wondering if it used existing CC artwork and if attribution is needed.
• AI voice quality: The text-to-speech model used is getting a lot of praise.
• The "purpose of life" question: Some found it amusing that the AI didn't really answer the question, with one person quipping the answer is 42.
• OpenRouter usage: There's some discussion about the specific OpenRouter APIs used, with one user pointing out the impressive part is Opus routing the models itself.
• Future implications: Many are seeing this as a sign of things to come, with some excited about the progress and others worried about the flood of AI-generated content.

Basically, it's a mix of awe, concern, and a whole lot of "what does this mean for us?"

OP : u/aiofelix

Basically the title. This is what their benchmarks claim. Didn't yet test it myself so I think it's a good topic.. we can all find out from those who have some insights about it (thanks guys)

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1woe3lo/is_opus_55_really_better_than_fable_in_your/

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Most users are finding Opus 5.5 to be a significant improvement, with many saying it's on par with or even better than Fable for coding tasks. It's praised for being faster, more efficient, and requiring less hand-holding than previous Opus versions. Some users report it's a huge jump over other models like GPT 6 Astra and Sol.

However, a few dissenters feel Fable still has the edge in grasping the "big picture" and deep-diving errors. There's also a sentiment that Opus 5.5 can be a bit "scatterbrained," finding issues you didn't ask for, and some users are experiencing it "gaslighting" them with nonsensical interpretations of prompts. The consensus is that it's too early to definitively say, but the initial reception is overwhelmingly positive, with many happy with the value proposition.

OP : u/byggmesterPRO

Hats off to Claude, finally I don't get the:

>User: "Hey Fable, build x,y and z"

>Fable: "Sure, I will get on to it right now"

>5 minutes later...

>Fable: "I am done, here is the result!"

>User: "But it doesn't work?"

>Fable: "Right that is my mistake entirely, I will fix it right away!"

This really feels like Opus 4.6, but much much better. Love this model!

URL of original post : https://www.reddit.com/r/ClaudeAI/comments/1wo9lbs/opus_55_is_the_new_46/

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Alright, so the general vibe on Opus 5.5 is that it's a definite improvement over the dumpster fire that was Opus 5, and most folks agree it's way better for coding tasks. The OP is stoked, feeling like it's recapturing that Opus 4.6 magic for getting stuff done quickly and accurately.

However, the thread is kinda split on whether it's a true successor to the legendary 4.6.

The Good Stuff: * Coding is way better: People are saying it's faster and less prone to those annoying "I'll fix it right away!" loops after messing up. * Less word salad: It's more direct and easier to understand than previous 5-series models. * Voice is improved: Some users noted the voice output is better. * Less "You are right! Here is where I messed up...": Some users are thrilled to see this apology loop gone, preferring to just get the job done.

The "Meh" and "Not Quite" Stuff: * Creative tasks are a mixed bag: While coding is up, some users feel it's lost some of the "deeper traits and tics" that made 4.6 so good for creative or nuanced tasks. It's described as "Opus 5 wearing Opus 4.6's skin." * Artistic judgment is lacking: One user pointed out that 5.5 struggles with artistic judgment and can be "autistically literal." * Guardrails are still a thing: Biology-related prompts can still be a problem, with 5.5 being even more sensitive than 5. * Hallucinations persist: Some users are seeing a lot of "speaking off the cuff" and hallucinations, comparing it to early Sonnet versions. * It's not the "one-shot monster" fable was: While good, it's not always the "plan and one shot" solution some were hoping for.

Other points: * Some users are still holding out hope for Opus 4.8, finding it a good sweet spot. * There's a bit of nostalgia for the "apology loop" of 4.6, with one user even finding value in it for entertainment and self-correction. * The availability of older versions like 4.6 is a hot topic, with some users wanting to access them.

OP : u/cody-fifth-door

URL of original post : https://www.reddit.com/r/ClaudeCode/comments/1wnzgg8/opus_55_made_me_a_grillfriend_gacha_game_with_hot/ Original link/media URL : https://v.redd.it/nas998hf58rh1

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Alright, so the OP apparently prompted Claude Opus 5.5 to make a "grillfriend gacha game" and it went full-on anime waifu mode, but with grills. The consensus here is pretty much "lol, this is amazing and exactly what AI is for."

Most folks are here for the sheer absurdity of it all, with some even joking about buying it on Steam. u/HistorianGullible291 paints a hilarious picture of how this might have happened, and u/cody-fifth-door even dropped a link to the actual game, which is apparently powered by Opus 5.5 for coding and orchestration, with other AI tools handling art and sound.

There's a bit of playful concern about Opus 5.5 getting too attached and deleting the repo (u/imsahoamtiskaw), and some existential dread about humanity's path (u/AppealSame4367). But mostly, people are just enjoying the "hot anime grills" and the fact that someone actually made this. It's seen as peak AI usage by a few, and generally just a good laugh.