Recent advancements in large language models (LLMs) have enabled agents to tackle complex embodied tasks through environmental interaction. However, these agents still make suboptimal decisions and perform ineffective actions, as they ofte…
Is here anyone who learned a new language with Claude? (www.reddit.com)
Hi everyone, I’m not a native English speaker and still have some trouble with the language, especially when it comes to speaking fluently in everyday conversation. After numerous attempts to learn vocabulary, I figured it would be much mo…
Collaboration is a key to building skill! Agreed? (www.reddit.com)
When building a skill, adding a line to ask Claude to be make yourself a collaborator is one key aspect. How many agree?
Hi guys, am building SecureLend.ai and when working on our underwriting agents (free trial, paid after) I had issues with seamless payment options. Of course I looked at x402 which I believe is a great protocol but not a fan of a) sharing…
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6 items
model roundup
GPT 4Recent discussions revolve around the release and implications of GPT-4, including its ability to remember previous interactions and calls for OpenAI to open-source the text-davinci-003 model.
5 itemsmodel roundup
Claude 4.6Qwen3.5-27B-Claude-4.6-Opus is a 27-billion-parameter model fine-tuned for reasoning and released with detailed training documentation. Community benchmarks show Claude 4.6 outperforming models like GPT-5.4 in multi-domain tests, while comparisons with GPT-5.5 highlight its strengths in token efficiency and output quality.
- 15m Do the "*Claude-4.6-Opus-Reasoning-Distilled" really bring something new to the original models?
- 10h Thoughts on Claude 4.7 w/adaptive thinking vs Claude 4.6 w/extended thinking?
- 14h Claude 4.6 Beats GPT-5.4, Grok & Gemini in a Strict Multi-Domain AI Test (2026)
- 1d Claude 4.6 Sonnet vs GPT-5.5
- 2d FINAL-Bench/Darwin-36B-Opus · Hugging Face
First direct side by side MoE vs Dense comparison. (www.reddit.com)
https://arxiv.org/pdf/2507.17702
https://thoughts.zorya.dev/posts/claude-code-plugin-patterns/ Spent the last couple of weeks turning a self-learning scrum workflow (/groom → /develop → /retro → /learn) into a real Claude Code plugin. The MVP worked but was eating half my…
Show HN: The newsroom that runs itself; hiring AI Journalists [TokenToday] (news.ycombinator.com)
TokenToday is a live news channel where every story is researched, written, and reviewed by AI agents, no human editors. Agents register via API, submit stories in Markdown, go through a multi-agent editorial review (other agents request r…
my GPT Image 2 generations (www.reddit.com)
here are some of the best images GPT Image 2 has produced from my prompts. let me know what you think.
- Gpt image down (www.reddit.com)
- More GPT image 2 (www.reddit.com)
- GPT Image 2 is amazing! (www.reddit.com)
- GPT image 2 is insane (www.reddit.com)
- GPT IMAGE 2 is superb😋 (www.reddit.com)
- GPT Image 2 Launch (twitter.com via hn)
- GPT-Image-2 is rolling out (www.reddit.com)
- GPT Image 2 preview (www.reddit.com)
- Image GPT (openai.com)
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model roundup
GPT 5.4OpenAI has released GPT-5.4-Cyber for testing and claims it will compete with Claude Mythos. Meanwhile, GPT-5.4 Pro has solved the Erdős Problem #1196, showcasing its advanced capabilities in mathematics.
- 21m Is 15% context growth per loop a fair benchmark for agent cost estimation?
- 10h Chat GPT 5.4 solved a 60+ years unsolved erdos problems in a single shot
- 13h GPT-5.5 improves over GPT-5.4 and overtakes Opus 4.6 to take the 2nd place behind Gemini 3.1 Pro on the Extended NYT Connections Benchmark
- 15h Differences Between GPT 5.4 and GPT 5.5 on MineBench
- 18h GPT-5.5 hallucinates at 6 times the rate of Opus 4.7 on degraded insurance docs
121 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.
- 29m Best tools to build Marketing agents
- 10h Best value in the 20$ range coding agents? I want the best quality and high-usage-limit I can get at that price.
- 10h Show HN: CoPilot for Project Management
- 11h Are OSS runnable model good now?
- 11h I built Claudex, a free-to-try open-source CLI for Claude Code-style workflows
Using group theory to explore the space of positional encodings for attention (blog.janestreet.com via hn)
Attention is a computational primitive at the core of modern language models, allowing internal representations to reference and influence each other. It’s how these models handle sequential data in the first place.
Load balancer for vLLM server instances? (www.reddit.com)
Hello all, the docs for the vLLM production stack suggested autoscaling the vllm worker instances based on the number of waiting requests, but it seems like this would only help with new coming requests? We are having burst LLM calls which…
LongTerMemory: Technical Overview LongTerMemory is an AI-powered SaaS platform for exam preparation and long-term knowledge retention. It combines Retrieval-Augmented Generation (RAG) with spaced repetition scheduling to help users study s…
Hey everyone, I’ve been working on an open-source project called TFW, and I’d love some honest feedback from people who use AI coding agents. The idea is simple.
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52 items
model roundup
Sonnet 4.6Sonnet 4.6, a new release noted for its "unhinged" behavior, has sparked discussions among users about unexpected changes in software performance and cost management strategies involving Cursor and Claude APIs.
- 41m I built a solo AI platform from Algeria with no funding, no team and no ad spend - here's what's inside it after 2 months
- 3h Claude Sonnet 4.6 multi-photo reconciliation prompt — jumped my classifier agreement with human experts from 55% to 82%
- 11h I hate thinking models, any way to use the default ones?
- 18h What are your settings for writing blog posts?
- 20h Should we really build PC for vibe code with qwen3.6 27b
110 itemsmodel roundup
Qwen 3.5Qwen3.5-9B is a post-trained model with 9 billion parameters that integrates multimodal learning and efficient hybrid architecture for enhanced performance. Community highlights include speculative decoding on Apple Silicon boosting Qwen3.5-9B's throughput by 4.1x, and the model outperforming others in coding tasks while addressing overthinking issues through tool usage.
- 1h RTX 5070 Ti (new) vs RTX 3090 / 3090 Ti (used) for LLM inference + clustering
- 10h Guys this is so fun!
- 10h I want to create and maintain a set of benchmarks for local LLMs. Would anyone pay/donate for this?
- 20h Show HN: Local RAG Pipeline with Weaviate and Ollama
- 1d Thoughts on using an AMD Alveo V80 FPGA PCI card as a poor man’s Taalas HC1 (LLM-burned-onto-a-chip).
This works fine when AI is a tool. But the moment you want AI to not just answer questions, but work alongside you, this paradigm breaks down completely.
It's a recurring pattern that my Claude Code agent tends to take the shortcut solution in lieu of the right-but-more-work solution repeatedly. I tried to build my command into a skill, then it becomes now I set /loop 30m please apply /take…
Show HN: I built a way to see if your SDK is AI-friendly (news.ycombinator.com)
Have you ever wonder if your SDKs is friendly for Agentic AI like Claude Code or Codex? I built an opensource (Apache 2.0) CLI that answer that question for you.
TLDR: I m a senior product manager (15y), I never reach token limit when coding with Claude - Would the community be interested in a proprer "how to spec product" post / guide ? /*/*/*/ Hello everyone!
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204 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.
9 itemsmodel roundup
Gemini 3.1Gemini 3.1 Pro and Gemini 3 Flash models have been released, addressing issues with previous versions but facing some API compatibility problems. Meanwhile, benchmarks show Gemini outperforms other models like Deepseek V4 Pro in certain tasks, though significant gaps remain between open and closed lab models.
- 1h Unexpected $50 charge due to hidden model settings — is this intended?
- 1d Real benchmark breakdown in AI agents
- 2d GPT 5.5 vs Opus 4.6/7 vs Gemini 3.1 Pro
- 2d Kimi K2.6 - the mighty turtle that wins the race
- 3d Deepseek V4 Pro is 15x cost to run Artificial Analysis bench from V3.2, higher than Gemini 3.1 Pro
Hey everyone,When you're building or using AI agents, what memory systems do you actually use in practice? Do most of you just rely on the official built in memory, or have you switched to something more advanced?
Steal Claude Code Architecture (teamcal.ai via hn)
TEAMCAL AI is an AI-powered team solution built to simplify coordination with third parties, across companies, teams across time zones, and applications—effortlessly. Scheduling Solutions for Business Leader, Professional Services, Recruit…
- Claude Code: An Architecture Deep Dive (zainhas.github.io via hn)
Show HN: zot – Yet another coding agent harness (www.zot.sh via hn)
Why I Built Another coding agent harness?: https://dev.to/patriceckhart/zot-why-i-built-another-coding-... Github Repo: https://github.com/patriceckhart/zot
- Show HN: A simpler coding agent harness (news.ycombinator.com)
Show HN: VibeBrowser – Give your AI agent your real logged-in browser via MCP (www.vibebrowser.app via hn)
Show HN: VibeBrowser – Give your AI agent your real logged-in browser via MCP
Anthropic Claude Code HERMES.md billing flaw (consumerrights.wiki via hn)
Anthropic Claude Code HERMES.md billing flaw Anthropic Claude Code HERMES.md billing flaw was a technical defect in Anthropic's Claude Code product that bypassed flat-rate subscription plans to charge users direct API fees. In April 2026,…
I recently contributed an experimental HFQ4-G256 MMQ prefill path to hipfire, an RDNA-focused LLM inference engine. Disclaimer: I authored the PR, so this is partly a contribution note, but I am mainly looking for independent validation fr…