r/ClaudeAI

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https://preview.redd.it/ixbbh3qmuw3h1.png?width=1912&format=png&auto=webp&s=c4d9945b9c06d842e139523a958051b6172ef607 Solid model so far

Today we're introducing dynamic workflows in Claude Code. Claude now writes its own orchestration scripts, fans work out across tens to hundreds of parallel subagents in a single session, and verifies its own results before anything reaches you. Work you'd normally plan in quarters can finish in days. Built for the tasks a single pass can't handle: codebase-wide bug hunts, security and optimization audits, large migrations and language ports, and high-stakes work where you want adversarial agents trying to break the answer before you see it. Progress is checkpointed, so long runs survive int...

I was at 88% last night and woke up until 4pm to optimize my agents so I can work during the weekend. But after waking up, my usage is all 0 now, I checked in the app, on the web, all showing zero. Did AI God grant me a wish? Edit: wow Opus 4.8 is here, AI God really grant us all a wish

Opus 4.8 is live

https://preview.redd.it/ijwlm2f2pw3h1.png?width=2536&format=png&auto=webp&s=9ed960f06a4f3f077d05a8557059e5534b2d1ab5 It looks like the new CC release will have opus 4.8 1M to be released anytime! I wonder if it is based of of mythos?

Going through the credit card statement, here's what I had active: Claude Pro (40), ChatGPT Plus (20), Cursor (20), Perplexity Pro (20), Notion AI (10), Granola (20), ElevenLabs Starter (5), Midjourney Basic (10), Gamma Pro (10), Beautiful.ai (12), Otter Pro (17), Loom Business (15), Zapier Pro (30), Make Core (10), Tactiq Pro (8), Descript Creator (15), Reclaim.ai Pro (8), Motion (19), Superhuman (30), one i can't remember the name of (10), some ai-something for instagram captions (11) Then I sat down and wrote next to each one the last time I'd actually used it. Not opened it, used it for...

Niche use case but I cook a lot and I've been trying to use AI tools for it consistently. Honest writeup. Works: Asking for substitutions when I'm missing an ingredient. Reliable. Tells me what to swap and why. Scaling recipes up or down with non-trivial math (recipe serves 4, I need 7 servings, what are the new quantities). Faster than I'd do it myself. Cleaning up a recipe from a website where the actual instructions are buried under 4,000 words of SEO content. Paste the URL or text, get just the recipe. Worth it for this alone. Building shopping lists from a week of planned recipes. C...

Imagine a world run by AI agents. What does it look like? What are the values or societal priorities? Is it a safer or more dangerous world? Enterprise AI startup Emergence AI is trying to find out. The company just launched Emergence World, a research lab dedicated to stress-testing the long-term viability of continuously-running AI systems. The organization ran five 15-day simulations, each governed by a different AI: Claude, ChatGPT, Grok, Gemini, and a fifth simulation run by a mix of models to see what kind of world each one builds, and whether it holds. Each simulation netted wildly d...

I love Claude, but the usage limit has made me weirdly strategic For actual messy stuff, I still go straight to Claude because it saves me a ton of time But for tiny questions, I now catch myself thinking, “Do I really need to burn a message on this?” So yes, I tried using my own brain again. It’s technically free, but the response time is awful and it starts hallucinating the second I’m tired or hungry. Honestly not a terrible deal if I remember to SLEEP

The reported Uber story is so on brand it almost reads like satire. Incredibly useful tool, slightly magical workflow, then finance walks in with a flamethrower in April. If they really finished the year's claude code budget by month four, that does not mean claude code is bad. It means the usage pattern changed faster than procurement math did. Claude is good enough at coding that people stopped treating it like autocomplete and started treating it like a coworker that never sleeps. That is exactly where the cost curve gets weird. A dev asks for a refactor. Claude reads context, plans, edi...

At work we've been prompted about running Claude Code overnight. The suggestion came in form of a document that loosely outlined how this could be done... use git worktrees, make tight specs, no commit to main, static code analysis and lining etc. Very high level. Had a bit of sales pitch smell to it, but has enough content to peak my interest in spite of it. I looked at reddit to verify if this is even an idea that could be taken seriously. I could only find a couple of reddit posts with little actual information and usually from about 4-6 months ago so not much credibility for today. I'd ...

I've been noticing this lately. I use Opus 4.7 with Claude Code, and I've been using Claude Code for a long time. Lately, I've been noticing some strange behaviour from Opus. Things like; \- Stopping for no reason and asking "should we stop here?" in the middle of a task \- Asking multi-choice questions with a "pause here, I'll continue later" included in the options randomly for no reason \- During a requirement-gathering questionnaire, asking me "why do you need this" and "what would you do if this feature was not implemented?" (it asked me this today and I was really surprised by thi...

Recently I asked my wife if we could do some sexy stuff later in the evening and she eye rolled me and said without looking up from her phone “Put it in a request. Maybe a Google Form. And I might say yes”. Ohhhh? Unfortunately for both of us, my degenerate brain took that seriously... what if I make an actual requesting/asking type app where we can both send in sex acts at certain times and agree, pass or counter? Meet [Sexualsync](https://sexualsync.io/). Teehee It’s a private, mobile-only app for couples to bring up the stuff that can be weirdly hard to say out loud: asks/requests, tim...

From the website, it touts: * Contamination free: Tasks are written from scratch, not adapted from existing commits or PRs, so no model has seen the solution during pretraining. * High diversity: Tasks span a broad pool of 91 repositories across 5 languages. * Real-world complexity: Prompts are ~half the length of SWE-bench Pro's, yet solutions require 5.5x more code and ~2x more output tokens. * Reliable verification: Verifiers are hand-written to test software behavior rather than implementation details. And the scores match more with actual experiences when using an LLM to do real codin...

The weekly usage of Claude Design was too small, so I think this is a good thing.

With the OS I can ask Claude "what did I spend on coffee in 2022" and get back "$847 across 213 transactions, mostly Blue Bottle and Verve". Name me one expense tracking SaaS that can do that! And its not just my financials, my OS contains everything about my life in one place so Claude can reason about it. I've been building this incrementally for a few months. Its just a small web app on Cloudflare that holds my entire life: * bank transactions from Chase, Apple Card, BoA business * every receipt out of Gmail going back to 2019 * legal filings for my green card (I-140 still pending lol),...

no more separate usage limits.

Anthropic recently published an incredibly deep breakdown analyzing millions of real human-agent tool calls across their public API, and they shared a breakdown of where these agents are being deployed. They said “Software engineering makes up roughly 50% of all agentic activity on their platform”. Everything else: sales, marketing, finance, legal is sitting down in the single digits. A lot of the initial commentary around this has been along the lines of: *"Oh, look, AI agents only work for coding. They haven't cracked the rest of the enterprise yet."* But if you’ve tried to build and dep...

A while back I wrote a post on r/wallstreetbets about why Anthropic's revenue story doesn't hold up the way the headlines suggest. It got removed because you can't take positions in a private company. But the core argument is playing out now, so I want to share it here for discussion. URL of the removed post: [https://www.reddit.com/r/wallstreetbets/comments/1sxdjt5/if\_anthropic\_goes\_public\_this\_year\_its\_gonna\_be](https://www.reddit.com/r/wallstreetbets/comments/1sxdjt5/if_anthropic_goes_public_this_year_its_gonna_be) The thesis was simple: From my circles in tech scene in Berlin...

Every time I watch someone use Claude Code on a real codebase, the same thing happens. It rewrites a module that three other modules depend on without any awareness of coupling. It just reads the file, makes changes, moves on It reads files one at a time without any map. Doesn't know which files are coupled. Doesn't know who owns what. Doesn't know why that weird pattern in the auth module exists on purpose. I've been building an open source MCP layer to fix this called repowise. Self-hosted, pip install, AGPL-3.0. Five context layers that sit between your codebase and the model: Graph - ...

I share some of the work I do on social media, I mainly use Claude for coding cause it saves me so much time but I don't understand why people perceive a lot of the work someone does negatively only cause they're using an AI tool. X seems to be the most AI friendly but other social media platforms seem to hate all of a sudden once they learn something was built using AI. Sources that talk about the same thing: [https://creators.yahoo.com/lifestyle/story/why-young-people-hate-i-155613887.html](https://creators.yahoo.com/lifestyle/story/why-young-people-hate-i-155613887.html) , [https://www....

I've noticed I get way more out of Claude when I treat it less like a search engine and more like someone I'm thinking through a problem with. Instead of asking "what's the best way to structure a REST API?", I'll say "here's what I'm trying to do and here's what I'm leaning toward push back on me if I'm missing something." The responses are noticeably different. It actually disagrees, flags assumptions I didn't realise I was making, and sometimes lands on a direction I wouldn't have reached on my own. Curious if others do this deliberately, or if you've found other "modes" of using it tha...

A few days ago there was a thread here asking what he most useful thing you've built with Claude was. A LOT of replies. I read all of them and then something clicked, I wanted to put it on the table. First of all, the list was incredible. An HTML file on someone's phone correlating migraines with barometric pressure, because the App Store wanted 80 bucks a year. A Garmin data archiver, because the official app deletes them. A grocery list sorted by the aisle layout of one specific supermarket. A bioinformatics pipeline for a handful of microbes, written by someone who isn't a bioinformaticia...

Quick story: I kept losing context every time I had to \`git stash\` and switch branches to test something an agent had suggested. Then I actually read up on \`git worktree\` and it solved the whole problem. What my setup looks like now: \- Main worktree: where I review and commit \- 2-3 extra worktrees, each with its own Claude Code session running on its own branch \- When one agent finishes a task, I \`cd\` in, review the diff, merge, move on \- No stashing, no context switching, no "wait what was I doing" Full writeup in the article on Medium (https://medium.com/@buildwithpulkit/git...

Been tweaking my Claude "User preferences" to make responses more useful and less corporate-AI-ish. So far it feels a bit better than without them. Maybe someone has stronger setups, would love to see them. Here's mine: Do not repeat the user’s question before answering. Avoid repetition and unnecessary summaries. Do not make responses longer than necessary. Write concisely and directly. Start with the conclusion, then explain if needed. No filler, long introductions, or generic AI phrases. When communicating and writing te...

https://preview.redd.it/xxutyeaa0n3h1.png?width=514&format=png&auto=webp&s=5fb78ead8306540c49ae68e5b85cb91e549a4b4f Ranted to sonnet 4.5 about it disappearing as a model and what the new replacement is like, I'll miss the little bugger.

Here is my source code with instructions I used to build this. [https://github.com/nimnim111/Claude-Monitor.git](https://github.com/nimnim111/Claude-Monitor.git) I built this in less than 24 hours using claude. And in total it cost me about $20 to make. The esp-32 cyd i used cost $18 and the cost of printing the case was $2 to print roughly. Unlike the other person im not selling this for $159 and I dont plan on scamming people so everything is up front.

Times have been tough! I just wanted to make something to potentially cheer people up. Local and 100% free if anyone else wants their agents to be space dogs :) [Planet Maiko](https://github.com/bkawa-bot/planet-maiko/blob/main/README.md) Planet Maiko is honestly a huge system, I basically don't have to use any other tool at work anymore, for either agent orchestration or anything else that comes up. Maiko is my irl dog! the agents are space dogs with their own personalities! [They are having a popularity contest](https://bkawa-bot.github.io/planet-maiko/popularity.html)

* You've built a functional prototype with good UX instincts, but it's not ready for real users. * Likelihood of Success: 3/10. * This alone could kill your app within days of launch. * The market you chose is *especially* punishing. * Likes and visits from India are pure vanity metrics that won't convert, ever, and they're actively distorting your funnel data. * You may be conflating two different things. * The 'expense of feelings' framing might be doing too much work. * \[Your idea\] is an unbounded build with an unproven-core problem *and* a market problem *and* an eventual hardware probl...

I'm going to describe a person this post is for, if this is you, I think I can be of some assistance: * you are new to coding * you are blown away by how it unlocks this magical ability that was previously inaccessible without years of training and effort * you've daydreamed of business and app ideas but never knew where to start before or how to build them * you've been vibe coding non-stop and burning through tokens * you're unsure about what's secure, how to structure the systems, and how systems are supposed to interact with each other. So, essentially the plumbing separate from the code...

My company started tracking Claude Code usage - tokens and spend, that kind of thing. Now my manager wants me to stack-rank my engineers on "AI performance" using those numbers. I'm not comfortable with it (but I don't have a choice either). Token usage feels like exactly the wrong proxy - my strongest engineer uses Claude surgically while someone burning 10x the tokens isn't 10x more productive (often the opposite). Ranking on this just teaches people to game the metric. So, for folks here who use Claude daily and/or lead teams: * Has your company started measuring "AI performance"? How a...

https://preview.redd.it/yspiafvakj3h1.png?width=1460&format=png&auto=webp&s=9d7bd1777fad8b286a21e75df8ae593d39432a8a Got this message when I tried to continue my chat :/ anyone else?

https://preview.redd.it/j0ymp70a2j3h1.png?width=746&format=png&auto=webp&s=4cdb70be13ccc99f5ea57556da96d6d81e61d702 i just realize the removed Sonnet 4.5, does that mean the sonnet 4.8 (maybe Opus 4.8 too?) cooming soon? maybe today or tommorow, excited to see new claude model, hope anthropic actually ship really good model this time. What are your assumptions?

I’m trying to understand how people think about session and branch hygiene when using Claude. When do you create a brand new session versus continue in an existing one? And when do you create a new branch versus just keep working in the same thread? For example, do people generally create a new branch for every unrelated task they want to accomplish, almost like a separate workspace? Or do you only branch when you are exploring a different direction on the same underlying problem? I’m mostly trying to avoid two failure modes: 1. Keeping too much unrelated context in one session and confu...

# ok so i was working on this projectt and INSTEAD of just doing it i kept asking claude ai to verify all the requirments were met right like i would go "did you complete EVERYTHING" it would go "yes all done :))" and then i check myself and requirments 5 and 6 are just. missing so i tell it to fix it same thing hapens requirments 5 and 6 still missing i do this maybe 6 or 7 times before i realise bro i couldve just written requirments 5 and 6 myself in like 10 minutes , like PLEASE and then the same you were right to pushback on that... lmao at some point u gotta add a lil bit of ur own brai...

I know this topic is discussed here a lot but I SWEAR TO FUCKING GOD if I read another "That is real" OR "That is not nothing" OR "That is not X but Y" I am going to have a fucking aneurysm. Yes I have specifically forbidden it from telling me these phrases, yes I have specifically updated the memory and spec to BAN these phrases yet they slip through and I swear sometimes it is so insanely creative in its reasoning for how to get around these constraints but it just kills the immersion(?) so hard when it falls back on these god damn tropes. I use Claude (Max) for absolutely everything, ...

It seems to be working so far but I think I should have done this in GitHub

A year ago, generating a polished document as HTML instead of a PPT or a Word file was a fun idea with too many practical problems. Lately I've noticed every one of those blockers either gone or close to gone, and I've quietly stopped reaching for Office on a bunch of deliverables. Curious if others are seeing the same. **The blockers, and where they stand now:** **Design**. The old objection was "AI HTML looks generic and amateur." That's basically solved if you give the model a design skill or a style guideline once. You get consistent, on-brand output that looks more like a designed page...

Microsoft, has started canceling Claude Code licenses, per the Verge

Follow-up to my W26 post a few months back. Ran the same Claude pipeline on the YC Spring 26 (X26) batch. Same setup: for each company, Claude scrapes founder LinkedIn profiles, searches for press and traction signals, and checks the product to see if something real exists or it's just a landing page. Then it scores on founder credibility, product reality, market opportunity, and competition, and assigns a tier from S to D. Demo Day is June 16, so the batch is mid-flight and rankings will keep shifting as more companies launch. Most are B or C tier, which feels about right for this stage. ...

Hello, I'm on Windows having setup both Claude Code App and Terminal, but I find the App simply more convenient to use. I have had several people pushing me to use the Terminal saying "the App is low" and "Terminal is so much better" ... but when I inquired none of those people could actually name a single thing that the App would be missing (everything they mentioned the App has as well) or a single concrete reason why I should switch to Terminal beside vague phrases So is the terminal substantially better than the App in something, are there reasons to switch besides being used to it and p...