I've been experimenting with setting up local LLMs lately, and here's what hit me hard: Just because it's cheap to build something doesn't mean you should. If a compatible tool already exists for your use case, use it first.
Gemini API File Search is now multimodal (blog.google via hn)
Gemini API File Search is now multimodal: build efficient, verifiable RAG Today, we are expanding the Gemini API’s File Search tool. You can now build retrieval-augmented generation (RAG) systems with multimodal data and custom metadata.
Agent rules need to exist where the action happens (www.reddit.com)
I think "agent rules" are becoming part of workflow design, not just prompt design. Writing "do not send without approval" is useful.
Live Artifact is not actually “Live” as the name implies (www.reddit.com)
I wasted a whole week building a live personal dashboard that pulls from several MCPs automatically whenever I open it. Only to realize that Claude’s Live Artifact is not actually “Live”, it can ONLY pull MCP data on a schedule or get the…
I genuinely think we’re weirdly close to AI agents becoming fully autonomous collections staff 😭 Not even in a futuristic sci-fi way. I mean monitoring overdue accounts, triggering follow-ups, adjusting messaging tone, scheduling callbacks…
Snyk and Claude Code: real-time security scanning of AI-generated code (codebrainery.com via hn)
Skip to main content CodeBrainery Search Sign in Sign up Article Not Found Article not found Back to Articles Menu 🏠 Home 🏷️ Topics 🎓 Courses 💻 Coding Problems 🏆 Contests 💬 Discussions 🎥 Videos 🎙️ Podcast 🛒 Store 🛟 Support Please enable Ja…
Sonnet in cursor VS claude code (www.reddit.com)
I have a large code base that costs significant tokens as it's growing up. Although composer is getting better but despite my $60 I'm satisfied by token efficiency.
- How to give Claude Code 'Cursor AI' goggles (www.reddit.com)
- Claude code (www.reddit.com)
- Cursor 60$ vs Claude code max x5 (www.reddit.com)
+3 more
- Claude Code and using Claude in Cursor (www.reddit.com)
- "Cursor Agent Is a Rebranded Claude Code" (twitter.com via hn)
- Cursor and Claude Code in terminal (www.reddit.com)
https://github.com/user-attachments/assets/a03f5bb4-d979-4af5-a895-949414f0efb8 A macOS menu bar app that prevents your MacBook from falling asleep when the lid is closed, but doesn't let the display stay on. Motivated by the need to let c…
-
209 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.
- 1h Cowork transfer to a new mac
- 2h I kept re-explaining my product/priorities every Claude Code and Cowork session. This plugin fixed it. 100% Free and Open Source
- 4h Is Claude CoWork Broken?
- 4h Really getting frustrated with CoWork. Have been getting this message for 24 hours anytime I try to use it.
- 11h Best local agent setup for M5 Pro MacBook?
371 itemsmodel 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 Hugging Face co-founder says Qwen 3.6 27B running on airplane mode is close to latest Opus in Claude Code
- 2h Probe-Detected Grokking in Multi-Probe DPO
- 11h After you’ve setup local models, where can you find interesting apps that can use them?
- 12h 9070xt inference for q3 qwen 27B
- 12h BeeLlama.cpp: advanced DFlash & TurboQuant with support of reasoning and vision. Qwen 3.6 27B Q5 with 200k context on 3090, 2-3x faster than baseline (peak 135 tps!)
devcontainer-mcp Give your AI agent its own dev environment — not yours. devcontainer-mcp is an MCP server that lets AI coding agents create, manage, and work inside dev containers across three backends: local Docker, DevPod, and GitHub Co…
Show HN: Fixing AI memory blind spot on connected facts with benchmark (yourmemoryai.xyz via hn)
Semantic search alone is not enough to capture all connected facts, they will capture the semantically most identical memory only. Tested on HotpotQA public dataset: Vector + BM25 + entity graph: BothFound@5 71.5% Vector + BM25 only: BothF…
I deleted my Claude chats, but they keep reappearing (www.reddit.com)
Has anyone else run into this? I deleted a bunch of old Claude chats from my account, and at first they disappeared from the sidebar as expected.
Powering the Inference Era: Inside the DigitalOcean AI-Native Cloud (www.digitalocean.com via hn)
By Vinay Kumar, Chief Product & Technology Officer I’ve spent the last fifteen years building cloud services: early days of AWS building S3 and EBS, helping launch Oracle Cloud Infrastructure from inception, and now building the agentic cl…
Agents the direction. Whatever you need synthesis. (www.reddit.com)
How's it going so solo developer here i've been working on a project for about give or take 7 months now and it's to the point where my My project I've been working on it's it able to navigate my computer pretty flawlessly actually, Run sh…
Show HN: Remind – schedule Claude Code on your Mac (olliewagner.com via hn)
Claude Code can't schedule itself locally on your Mac, so I made Remind. Just add a reminder to the "Remind" list in Reminders with a due time and your prompt as the notes.
could not extract summary
Why don't people like opus??? (www.reddit.com)
Whenever I use opus for intensive coding react framework create an artifact, blender code etc. I get like 4000-5000 words of it literally just thinking on adaptive mode
-
163 items
model roundup
Gemma 4Gemma 4 is a family of open-source multimodal models from Google DeepMind, available in sizes up to 31 billion parameters and featuring dense and MoE architectures. Notable community highlights include the 31B model's success in production tests, with some users preferring 4-bit precision for local use, and others sharing settings for optimizing performance with smaller models.
328 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.
- 2h Opus 4.7 and DeepSeek V4-Pro select Buddhism as preferred religion
- 7h Anyone else notice way more hallucinations from Opus 4.7 in the last 2–3 days?
- 8h Lobotomized Claude Code and it works better
- 13h Claude helped me config a full controller .vdf-file
- 16h I built a complete BI SYSTEM for my business with Claude code - opus 4.7 - FULL TUTORIAL
AI is definitely gonna take over the world one day. (www.reddit.com)
I was chatting with chatGPT and wondered if it still made the same mistake which it did years ago at its beta and its launch I thought to myself, that It had definitely gotten smarter and asked it the same question which I did and here I a…
Retrieval-augmented agents are increasingly the interface to large organizational knowledge bases, yet most still treat retrieval as a black box: they issue exploratory queries, inspect returned snippets, and iteratively reformulate until…
some of the friction of using coding agents for product building (not just writing code) is every new session starts from scratch. draft is my attempt at a fix.
Key Information Models and Pricing We offer a range of models supporting multiple use cases and modalities. Several older models will be retired on May 15 at 12:00pm PT, including grok-4-1-fast , grok-4-fast , grok-4 , grok-code-fast-1 , a…
- Grok 4.3 (docs.x.ai via hn)
- Grok (www.reddit.com)
- Grok hallucinations (www.reddit.com)
+3 more
- Grok 4.3 is out in the API (www.reddit.com)
- Where is Grok-2 Mini and Grok-3 (mini)? (www.reddit.com)
- Grok 4.3 Beta (grok.com via hn)
A year ago, when I first got into LLMs, I started by using them to play D&D. ChatGPT 4o was surprisingly good at narration, improvisation, and keeping the game moving.
Show HN: Generate a variety of ad creatives for your SaaS (zenduxai.com via hn)
Hey HN. For SaaS, distribution matters more every day.
What LiteLLM’s Security Breach Teaches AI Agent Engineering Teams (www.reddit.com)
LiteLLM security breach is probably one of the biggest wake-up calls for teams building AI agents and agentic platforms. Most AI agent ecosystems today heavily depend on: Open-source packages GitHub Actions CI/CD pipelines Cloud credential…
Which "personality" should I give Claude? (www.reddit.com)
I've been using Claude Pro for about a month now, and I now want to try and assign it a "personality". I've narrowed it down to 4 pop-culture characters that have artificial intelligence as a central aspect of their identity, having chosen…
I saw this on another sub and didn't see it posted here, it looks awesome, and can definitely be run local. I guess it was released 11 days ago, but it never hit the top of my feed (which I look at way too often), so posting it again.
User just tricked Grok and Bankrbot to send tokens with Morse code (www.cryptopolitan.com via hn)
User just tricked Grok and Bankrbot to send tokens with Morse code - Cryptopolitan Skip to content News Business Crypto Tech Economy Op-Ed Regulation Learn Courses Investing NTF’s Tech Pulse Room Deep-Dive Industry Thoughts Interviews Rese…