Show HN: See you speaker's output on a piano (github.com via hn)
I built this for 2 usecases: - When listening to music, I very often what is currently being played. Be it a the current chord, a short lick, etc.
Apple integrates Claude and Codex into Xcode 26.3 for 'agentic coding' (venturebeat.com via hn)
Apple integrates Anthropic’s Claude and OpenAI’s Codex into Xcode 26.3 in push for ‘agentic coding’ | VentureBeat Orchestration Infrastructure Data Security More Newsletters Apple integrates Anthropic’s Claude and OpenAI’s Codex into Xcode…
Opus is NOT being removed from Pro plans (www.reddit.com)
could not extract summary
Show HN: PrePrompt – rewrites vague prompts before they reach the LLM (preprompt.org via hn)
Every prompt you type, perfected. Vague in.
Show HN: Waiting for LLMs Suck – Give your user a game (github.com via hn)
Give your user a game while they wait for the LLM to return a result.
OpenAI Misses Key Revenue, User Targets in High-Stakes Sprint Toward IPO (www.wsj.com via hn)
OpenAI Misses Key Revenue, User Targets in High-Stakes Sprint Toward IPO - WSJ Skip to Main Content Skip to... Select What to Read Next Most Popular News Most Popular Opinion Recommended Videos Asia Dow 5859.09 -0.41% Nikkei 60238.21 -0.49…
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199 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.
218 itemsmodel 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.
- 27m Niche Feature Request: US Multi-Region Option for Claude for Office Plugin w Vertex AI
- 3h In-depth comparison of GPT 5.5 vs Opus 4.7 in coding reasoning
- 4h How I get 100% accurate answers, and replaced Google with Claude
- 5h Tool/connector schemas leaking into user message stream. Anyone else seeing this?
- 5h DeepSeek-V4 arrives with near SotA intelligence at 1/6th the cost
Title Do coding agents need a planning/spec handoff layer before implementation? Post I’ve been building side projects with Claude Code, Codex, and Gemini CLI.
I’m building a structured Claude learning path instead of scattered tutorials as I find it hard to concentrate with the excess of information rn. ive already created: beginner / intermediate / advanced courses with XP and pokesprites when…
Show HN: AgentSwift – Open-source iOS builder agent (github.com via hn)
I'm working on a coding agent for building iOS apps. It's built on openspec and xcodebuildmcp.
Some context - I've got a set of formal specifications all under a dedicated specs folder. As a trial run, I've had my skill files references this folder directly (rather than have the specs in a reference folder directly under the skills)…
Give your coding agents a voice! (open-source and runs locally) (www.reddit.com)
Built this because I wanted to hear what my coding agent was doing without (a) sending agent output to a third party or (b) staring at a terminal all day. It's a small Python daemon + macOS app that hooks into Claude Code, Codex, or anythi…
How do you monitor what your agents are doing (www.reddit.com)
Been thinking about this a bit and idk if i’m missing something obvious. We’ve got firewalls for networks, auth for apps, all that but for AI agents that can actually take actions and call tools, what’s the equivalent?
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3 items
model roundup
Opus 4.5Anthropic has restricted access to Opus 4.5 for Pro users of Claude Code, requiring additional payment. Some users are still able to open new Opus 4.5 chats via a Chrome extension despite changes on the main interface.
53 itemsmodel roundup
DeepSeek 4DeepSeek-V4-Pro is a 1.6T parameter Mixture-of-Experts model supporting one million-token context, with significant improvements in efficiency and stability through hybrid attention and manifold-constrained hyper-connections. Community highlights include its cost-effectiveness via the official API and exceptional performance in large code change evaluations, with some noting its surprisingly robust output capability despite a 384K max token limit.
- 54m Kimi K2.6 vs DeepSeek V4 Pro
- 11h First DeepSeek V4 Flash-Base-Int4 Quant
- 16h Is it possible to edit LLAMA.CPP with Cline+Vscode+Minimax 2.7 Q4_K_S and get a working build?
- 1d DeepSeek V4 is about to be open-sourced—effectively revealing all the secrets behind the magic. How will other players in the field respond?
- 1d Language Anchoring: A Systematic Method for LLM Multilingual Adaptation
AI Agents/Tasks for Lead Gen Agency (www.reddit.com)
Hi guys, first time posting here and have been trying to get as much information as I can online but a lot of the YouTube videos and stuff I’m looking for is not answering my questions entirely so I’m looking in here to get some help. I’m…
**TL;DR:** API timeouts aren’t rare noise—they’re a normal operating condition. Treating every timeout as “just retry until it works” creates retry debt: extra model calls, repeated tool attempts, and incidents nobody can explain afterward.
Just got a beast. (www.reddit.com)
1.5 tb ram with 128gb vram and a 28 core processor. Mac Pro 2019.
It recently hit me that per step accuracy compounds pretty badly. 85% per step lands around 20% accuracy on a 10 step task and even 95% per step is only ~60% over the same chain.
It created all the necessary sheets and data in one shot. That used to be a 2 days job when all the market data is available
Claude Code is only a „7 day trial“ on Pro plan? (www.reddit.com)
Are they A/B testing again?
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90 items
event
SecurityOpenAI has released GPT-5.4-Cyber for testing as part of its Trusted Access for Cyber Defense program, aiming to compete with Anthropic's Claude Mythos in the cybersecurity domain. Meanwhile, concerns are rising over the potential risks associated with advanced AI models like Mythos, prompting calls for improved defenses before wider releases.
- 1h Watched my AI agent block a prompt injection that was hiding inside a webpage
- 8h Beware: FB links to fake Claude desktop downloads but Oauths to real Claude.ai
- 9h Show HN: RedSOC – 100% prompt injection success on AI SoC assistants
- 9h Indirect prompt injection VS prompt absorption (and why the second one matters more)
- 1d Codex started flagging all my requests out of nowhere — anyone else hit this recently?
Anthropic's pre-IPO valuation has officially hit $1T (xcancel.com via hn)
BREAKING: Anthropic's pre-IPO valuation has officially hit a record $1 trillion. Anthropic's implied valuation is now up +733% since October 2025, per onchain pre-IPO trading data.
Claude / Firebase / Cloudflare (www.reddit.com)
Anyone have experience with letting Claude build your website with Firestore by firebase as the data storage and cloudflare as the html host? This is for a custom service platform for my business.
Offline Agentic Coding (www.williamangel.net via hn)
Offline Agentic Coding Published 2026-04-27 You can use ollama as the backend for claude code! ollama launch claude --model This allows you to use claude code with local models.
- Agentic Coding Regression for 5.5? (www.reddit.com)
Hi everyone, I’ve been working on a continuity layer for OpenClaw agents, and I’d like to get feedback from people building or running AI agents. The problem I’m trying to solve is that many agents can respond well within a single turn, bu…
GMKtec EVO-X2 70B expectation (www.reddit.com)
I would like to use a 70B model on a GMKtec EVO-X2 AI Mini PC 128GB. Selected this one: Llama-3.3-70B-Instruct-Q4_K_M.gguf Ubuntu 24.4.4 LTS and compiled llama.cpp server for the gfx1151.
Been seeing a lot of single-agent guardrail and cost-control posts here, but not much on what happens when you have 3+ agents talking to each other in production. A few things I'm trying to understand from people actually shipping this: Ho…
DeepSeek temporarily slashing prices on V4-Pro by 75% (www.reddit.com)
Just found this in their docs: Models & Pricing | DeepSeek API Docs