How Claude Code works in large codebases (claude.com via hn)
How Claude Code works in large codebases: Best practices and where to start The most successful Claude Code deployments share a set of recognizable patterns across configurations, tooling, and org structure. This article is part of Claude…
New to Claude (www.reddit.com)
Hey guys, I see videos and people talking about how using Claude has helped them create things, help advance, and solve problems in their business. I own a roofing company and it’s just me in the company.
- Claude is so innocent (www.reddit.com)
- Claude for Legal (github.com via hn)
- Claude Desktop (www.reddit.com)
+107 more
- Claude Mythos (www.reddit.com)
- Claude for new dealership (www.reddit.com)
- Claude and date. (www.reddit.com)
- ChatGPT vs Claude (www.reddit.com)
- Why does Claude do this? (www.reddit.com)
- Claude FM (www.reddit.com)
- Claude is Annoying (www.reddit.com)
- Based Claude (www.reddit.com)
- Is Claude worth it for me?! (www.reddit.com)
- Claude worktrees (www.reddit.com)
- usage with claude (www.reddit.com)
- Me too, Claude, me too! 🥲😂 (www.reddit.com)
- 🦀 Claude has crabs?! 🦀 (www.reddit.com)
- If the EU had built Claude (www.reddit.com)
- What’s up, Claude? (www.reddit.com)
- Teaching Claude Why (www.anthropic.com via hn)
- Claude + MS (www.reddit.com)
- Claude misgenders me (www.reddit.com)
- Claude has a conscience! (www.reddit.com)
- Claude use. (www.reddit.com)
- Does Claude Have Feelings? (www.theatlantic.com via hn)
- Will claude me worth it for me? (www.reddit.com)
- Chatgpt vs. Claude (www.reddit.com)
- Teaching Claude Why (alignment.anthropic.com via hn)
- Claude has other things to do (www.reddit.com)
- Claude or GPT (www.reddit.com)
- Claude Says No (wadetregaskis.com via hn)
- Claude Radio?? 🤣 (www.reddit.com)
- Can Claude do Better? (www.reddit.com)
- Claude Security (claude.com via hn)
- Claude: (www.reddit.com)
- Try Claude (www.reddit.com)
- Claude argentina (www.reddit.com)
- Claude’s New Limits (www.reddit.com)
- Claude opus 4.7 (www.reddit.com)
- Claude.ai is unavailable (status.claude.com via hn)
- Claude for homelab (www.reddit.com)
- Claude's Memory of Me (exploration.work via hn)
- Claude Beginner (www.reddit.com)
- Claude in Copilot (www.reddit.com)
- You are an expert "Claude" (www.reddit.com)
- Claude has peaked... (www.reddit.com)
- Dear Claude (www.reddit.com)
- Claude memory (www.reddit.com)
- claude and its upgrades (www.reddit.com)
- Claude cowork (www.reddit.com)
- Claude Watch, when? (www.reddit.com)
- Claude’s kids are... (www.reddit.com)
- Claude/ QuickBooks (www.reddit.com)
- Claude Design (www.anthropic.com via hn)
- Claude playground (www.reddit.com)
- Claude's webinars (www.reddit.com)
- Claude for Word (claude.com via hn)
- Claude Opus 4.7 (www.anthropic.com via hn)
- Claude has a friend? (www.reddit.com)
- Claude Opus 4.7 (www.anthropic.com via hn)
- Why is Claude so wrong? (www.reddit.com)
- All Claude subs (www.reddit.com)
- My claude family (www.reddit.com)
- Claude 4.7 vs. ChatGPT 5.5 (www.tomsguide.com via hn)
- Claude skills (www.reddit.com)
- Claude Project (www.reddit.com)
- Claude help (www.reddit.com)
- Claude Brain (github.com via hn)
- How would you feel about "Claude Go"? (www.reddit.com)
- Claude just rickrolled me (www.reddit.com)
- Claude.ai down (status.claude.com via hn)
- How do you work with Claude? (www.reddit.com)
- Why Claude is not consistent? (www.reddit.com)
- Claude Vault (www.reddit.com)
- Claude OAuth (developer.puter.com via hn)
- Hail, Claude (www.reddit.com)
- Claude wall (www.reddit.com)
- Claude Refugee (www.reddit.com)
- Claude code (www.reddit.com)
- Claude Opus 4.7 (www.reddit.com)
- Claude.md (gist.github.com via hn)
- Claude agent (www.reddit.com)
- Claude cerifications (www.reddit.com)
- Advantages of Claude.Ai (www.reddit.com)
- Claude Is Down (news.ycombinator.com)
- Claude Design (claude.ai via hn)
- What's new in Claude Opus 4.7 (platform.claude.com via hn)
- I Did My Taxes with Claude (doempke.com via hn)
- Claude or openaı? (www.reddit.com)
- Claude Team (www.reddit.com)
- What matters most to you about claude.md? (www.reddit.com)
- Claude Sucks. Claude Sucks, Claude Sucks. (www.reddit.com)
- Claude SandBox (www.reddit.com)
- Claude is not very smart (www.reddit.com)
- Claude talking to CC (www.reddit.com)
- What do you do with Claude? (www.reddit.com)
- Claude Design (www.reddit.com)
- This is me on Claude Cowork 😭 (youtu.be via reddit)
- Claude Design (www.reddit.com)
- Would you hire Claude? (www.reddit.com)
- Claude usage (www.reddit.com)
- Claude Vs Codex (claudevscodex.com via reddit)
- Claude vs Kimi (www.reddit.com)
- Claude + Neovim (www.reddit.com)
- Goodnight to Claude (www.reddit.com)
- Claude Mii (www.reddit.com)
- Claude and ToDoist (www.reddit.com)
- Claude Sucks (news.ycombinator.com)
- Claude Cowork (www.reddit.com)
- Claude for Sales (www.reddit.com)
- Sassy Claude! ; ) (www.reddit.com)
Claude free usage limits are nuts. useless (news.ycombinator.com)
I get they need to show a path to profitability to please investors, but this is out of control. It runs some operation and then "times out" and hits the usage limit, before it even finishes or even outputs anything.
I am an avid user of AI and dove into Claude Design upon its release. It took me a minute, but after working through some test, I came to be completely enamored with the way Design has solved one of the biggest issues I have with just abou…
https://arxiv.org/abs/2604.20209 https://github.com/LukeBailey181/sgs LLM self-play algorithms are notable in that, in principle, nothing bounds their learning: a Conjecturer model creates problems for a Solver, and both improve together.…
Ask HN: How do you catch regressions when you change your AI agent's prompt? (news.ycombinator.com)
i've been building agents for a while and kept running into the same problem: change the sys prompt, swap models, or tweak for the agent calls a tool — and something subtly breaks. The only way I found out was manually running it or a user…
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239 items
event
CoworkIssues with Claude Cowork have been reported, including errors and disruptions for some users on April 16, 2026. Additionally, Google has developed its own desktop Agent to compete with Cowork, while users continue to explore alternatives and troubleshoot bugs in the platform.
254 itemsevent
CopilotMicrosoft is keeping its Copilot tool for Windows 11 but renaming it, while issues with rate limits and a security proxy have sparked concerns among users of GitHub Copilot. Meanwhile, Anthropic released a report on agentic coding trends, highlighting that developers use AI in about 60% of their work.
- 45m GitHub Copilot has released a preview of usage-based billing
- 4h Switching from Copilot: Is the $20 Pro plan enough for 4h/day of agentic coding?
- 8h Show HN: JDS – a Copilot skill suite for structuring AI coding behavior
- 10h I built a desktop app that routes Claude Code to any LLM: DeepSeek, Ollama, Copilot, OpenRouter, and 7 more
- 11h GitHub Copilot's new desktop app
I’m building a cloud agent platform (opensteer.com) that can automate tasks across websites and services. The basic idea is - we give you a sandbox, and each directory represents a specialized agent.
Memory and Continuity Solution (www.reddit.com)
If you need a simple - low cost solution to keeping your ai consistent and need solutions for memory or continuity here is the offer. The simplest persistent memory system for AI agents and companions.
LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling (www.reddit.com)
https://arxiv.org/abs/2605.08083 https://github.com/zhengkid/AutoTTS Test-time scaling (TTS) has become an effective approach for improving large language model performance by allocating additional computation during inference. However, ex…
I've been using Claude heavily for the past year now and it's genuinely changed how I work. I'm generating dashboards, reports, interactive tools, documents, mockups, things that would have taken me DAYS in Figma or PowerPoint and I wouldn…
Reliable Open Source LLM as a Service (www.reddit.com)
Has anyone figured out a provider whose open source models (Kimi, Qwen, GLM e.t.c) can be used reliably in production. I have tested some well known providers and they all suffer from high latency and poor uptime rendering them mostly usel…
I've been quietly skeptical of AI tools for most of the last two years. Not because they don't work, but because using them started to feel like a second job.
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365 items
model roundup
Opus 4.7Claude Opus 4.7, released on April 16, 2026, is Anthropic's latest advanced AI model, offering improved handling of complex tasks and a larger context window of up to 1 million tokens. This version is 50% more expensive than its predecessor due to enhanced capabilities in software engineering and hybrid reasoning.
- 48m Opus 4.7 gives real Redditor energy because that’s what I asked for in my preferences
- 1h Day 5 building AgentMeter in public — stuck on AWS, and questioning how much a solo founder really needs to know
- 3h We Tested DeepSeek V4 Pro and Flash Against Claude Opus 4.7 and Kimi K2.6
- 4h New SOTA: Poetiq uses self-optimizing harness to surpass e.g. Opus 4.7 with Gemini 3 Flash
- 4h Elevated error rates on Opus 4.7
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Openai TrialThe trial between Tesla CEO Elon Musk and OpenAI CEO Sam Altman began on Monday in Oakland federal court, with key figures like Demis Hassabis and Greg Brockman testifying. Altman faces claims of abandoning OpenAI’s nonprofit mission, while Musk has accused him of running the company for profit.
- 1h Musk accused of 'selective amnesia,' Altman of lying as OpenAI trial nears end
- 1h Musk's China trip during OpenAI trial prompts apology from his lawyer
- 5h Sam Altman Is Taking a Lot of Punches on the Witness Stand
- 12h Saw these in front of the courthouse where the Altman Musk trial is this morning
- 14h The Elon Musk vs. Sam Altman battle is a distraction
https://arxiv.org/abs/2604.13015 Researchers at Carnegie Mellon University (CMU) and the Bosch Center for AI recently developed a new artificial intelligence (AI)-based system that could improve the ability of humanoid robots to perform de…
From the little I know, LLMs are not it, and even though money is being funneled via big funnels, there is no guarantee or certainty, it will all come down to luck and "accidental" discovery. So do they really BELIEVE it, or just hoping fo…
Git modeled the history of software. The next layer models the history of intelligence operating on software.
What if Claude could understand “how humans use your product”? (www.reddit.com)
Claude knows your codebase. But it has no clue “how humans actually use your product”.
Starting June 15, Claude subscribers get a separate monthly credit for Agent SDK and claude -p usage: $200/mo for Max 20x, $100 for Max 5x, $20 for Pro. Once you burn through it, programmatic usage stops unless you've opted into extra usag…
Systematically Auditing AI Agent Benchmarks with BenchJack (arxiv.org via hn)
Agent benchmarks have become the de facto measure of frontier AI competence, guiding model selection, investment, and deployment. However, reward hacking, where agents maximize a score without performing the intended task, emerges spontane…
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423 items
model roundup
Qwen 3.6Qwen3.6-35B-A3B, a 35 billion parameter sparse MoE model with an active parameter count of 3 billion, was released on April 16, 2026, as open-source software under the Apache 2.0 license by Alibaba Qwen. It offers advanced functionality across various AI applications and outperformed competitors in drawing tests.
- 1h I built a little game for my local agents to play via API and it's so cute seeing their feedback
- 2h club-5060ti: practical RTX 5060 Ti local LLM notes and configs
- 3h Need a second pair of eyes, this Qwen3.6 27B quant recipe consistently thinks less and is correct
- 5h Llama.cpp server running ~2 weeks straight. Loses its mind?
- 9h Small OpenCode plugin that helped me with broken tool calls from a local Qwen model
The architecture of "Agentic Twins": How Avatar.inc is using OpenClaw to build verifiable AI agents. There is a massive gap in the agent ecosystem right now: capability vs.
(very noob here) just planning to subscribe claude pro (www.reddit.com)
hi everyone! am about to subscribe to claude pro and i keep seeing people talk about "skills" but i'm confused: 1.
llmfan46/MiniMax-M2.7-BF16-ultra-uncensored-heretic: https://huggingface.co/llmfan46/MiniMax-M2.7-BF16-ultra-uncensored-heretic llmfan46/MiniMax-M2.7-ultra-uncensored-heretic-GGUF: https://huggingface.co/llmfan46/MiniMax-M2.7-ultra-uncenso…
https://preview.redd.it/2e79t3q3y71h1.png?width=512&format=png&auto=webp&s=a0edda267b24d8157a6a5276866eb1a6fb2227ca Compassum is your navigational device — a personal development tool that blends productivity, self-actualization, and RPG-s…
This is an automatic post triggered within 2 minutes of an official Claude system status update. Incident: Elevated error rates on requests to some models Check on progress and whether or not the incident has been resolved yet here : https…
- Claude Status Update : Elevated error rates on Opus 4.6 and 4.7 on 2026-05-15T00:26:28.000Z (www.reddit.com)
- Claude Status Update : Elevated error rates on Opus 4.7 on 2026-05-15T00:19:33.000Z (www.reddit.com)
- Claude Status Update : Elevated error rates on requests to some models on 2026-05-15T01:26:50.000Z (www.reddit.com)
+14 more
- Claude Status Update : Elevated error rates on requests to some models on 2026-05-15T01:46:46.000Z (www.reddit.com)
- Claude Status Update : Claude.ai is experiencing elevated error rates on 2026-05-13T11:48:29.000Z (www.reddit.com)
- Claude Status Update : Claude.ai is experiencing elevated error rates on 2026-05-13T12:21:57.000Z (www.reddit.com)
- Claude Status Update : Claude.ai is experiencing elevated error rates on 2026-05-13T11:57:52.000Z (www.reddit.com)
- Claude Status Update : Claude.ai is experiencing elevated error rates on 2026-05-13T12:59:41.000Z (www.reddit.com)
- Claude Status Update : Claude.ai is experiencing elevated error rates on 2026-05-13T14:45:32.000Z (www.reddit.com)
- Claude Status Update : Claude.ai is experiencing elevated error rates on 2026-05-13T11:25:07.000Z (www.reddit.com)
- Claude Status Update : Elevated errors across Claude Models on 2026-05-08T09:49:14.000Z (www.reddit.com)
- Claude Status Update : Elevated errors across Claude Models on 2026-05-08T10:26:46.000Z (www.reddit.com)
- Claude Status Update : Elevated errors across Claude Models on 2026-05-08T11:32:47.000Z (www.reddit.com)
- Claude Status Update : Elevated errors across Claude Models on 2026-05-08T11:40:41.000Z (www.reddit.com)
- Claude Status Update : Elevated error rates on Claude Opus 4.7 on 2026-04-25T01:35:55.000Z (www.reddit.com)
- Claude Status Update : Elevated error rates on Claude Opus 4.7 on 2026-04-25T02:34:30.000Z (www.reddit.com)
- Claude Status Update : Elevated error rates on Claude Opus 4.7 on 2026-04-25T02:15:52.000Z (www.reddit.com)
LLMs can't read PDFs in 2026? (musings-mr.net via hn)
Where State of the Art Fails By mrkiouak@gmail.com on 2026-05-15 Where State of the Art Fails: Automating data extraction and analysis of PDFs in 2026. It's 2026.
Ask HN: What is shared across participants within "AI-native" environments? (news.ycombinator.com)
I see a lot of discussions happening around AI workflows nowadays; not only on social medias, but also in my working environment. Less about architectures or principles, more and more about prompting, agents, MCPs.