Current state of local research tools as of May 2026 (www.reddit.com)
I was thinking, that some folks in this community will be interested to see what current options are on local deep research field. So I spent some time to collect everything I could find together.
I hope this doesn't affect my usage ... (www.reddit.com)
I asked claude to implement the mockups I gave it and it got stuck on a "it" loop ...
AI Agents Don't Sleep. That's the Problem. (substack.com via hn)
Home Subscriptions Chat Activity Explore Profile Create Make money doing the work you believe in Start your Substack Learn more For you Get app This site requires JavaScript to run correctly. Please turn on JavaScript or unblock scripts
LLMs running on my laptop can drive coding agents now (simonpcouch.com via hn)
In December, I wrote a post called “Local models are not there (yet).” It concluded like so: In the medium run (1-2 years?), I’d love for it to be the case that you can run a Claude Sonnet 4-ish model on a base Macbook Pro, and I think tha…
Mejores IAs para Real Estate (www.reddit.com)
Hola a todos. Llevo un tiempo dándole vueltas al papel de la IA en nuestro sector.
I kept finishing Claude Code sessions, opening a draft PR to review the diff, then copying file names and line numbers back into Claude to ask why it made certain decisions. So I built askdiff.
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179 items
event
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.
- 8m Copirate 365: Plundering in the Depths of Microsoft Copilot (CVE-2026-24299)
- 32m Adding Pyrefly Type Checking to Your Agentic Loop
- 9h Title: Devs/Non-devs using Claude Code in locked-down corporate environments, how are you handling IT/security approval?
- 14h Show HN: Dust3D 1.0 – low-poly 3D modeling tool (10 years in the making)
- 14h Microsoft fixes VS Code after app gives Copilot credit for human's work
137 itemsevent
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.
- 43m Claude Security
- 2h Prompt injection testing
- 5h Do you use guardrail frameworks or build your own?
- 5h I built a simple production check for vibe-coded apps — would love your feedback
- 5h Prompt injection benchmark: delimiter + strict prompt took Gemma 4 from 21% to 100% defense rate (15 models, 6100+ tests)
Google Gemini Down (downdetector.ca via hn)
Google Gemini down? Current problems and outages - CA Skip to main content Canada English For Business About Us Back to home /Google Gemini User reports show possible problems with Google Gemini Google Gemini is an AI chatbot and conversat…
tokentoll Catch LLM cost changes in code review. Infracost for LLM spend.
ve been trying to learn about AI agents for a while but kept hitting walls — either the content was too surface-level or it immediately jumped into Python frameworks I'm not ready for. Stumbled on SimplAI University (simplai.ai/simplai-uni…
What’s Everyone Building with AI Voice Agents Right Now? (www.reddit.com)
Lately I’ve been exploring AI voice agents for front-desk style use cases starting with restaurants and now looking at hotels and even real estate interactions. It’s honestly been a really interesting space to work in, especially seeing ho…
Feels like I spend more time fixing errors ... (www.reddit.com)
… than developing the app. For example, today my first item was some environment cleanup.
Ask HN: Are you optimizing content for AI Search (GEO) vs. traditional (news.ycombinator.com)
With the rise of SearchGPT, Perplexity, and Gemini, the goal of content is shifting from "ranking on page 1" to "being cited in the answer block." I’ve been working on a tool (https://aibg-intelliagent.com/) that uses a private RAG (Retrie…
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145 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.
275 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.
- 47m Claude Opus 4.7 and I Saved a 60-Person Practice
- 3h 6 months ago I posted about Claude prompt codes (L99, OODA, ARTIFACTS). Re-tested them this week. Some still work, one quietly faded, three newer ones earn their keep.
- 5h Claude: "I'm in Plan Mode - I shouldn't have edited the file"
- 5h Pro plan- Hitting limits faster since yesterday
- 13h Claude admitted to not trying. Am I going about this project incorrectly?
When Agent Memory Becomes a Platform Concern (medium.com via hn)
6 min read 3 days ago When governed memory becomes infrastructure, not a harness feature. Press enter or click to view image in full size AI agent platform architecture There are two kinds of people building with AI agents right now.
Coding agent is under-specified (hsaghir.github.io via hn)
agents ·engineering ·unified views Your coding agent is under-specified Coding agents write impressive first drafts. But under the surface, corners are cut, details are missing, and technical debt accumulates with every change.
Show HN: A word puzzle web game for programmers (7coderwords.kenamick.com via hn)
It's a clone of 7 Little Words, but with topics from computer science and programming. No sign-up, no app install, no tracking.
How AI Works Under the Hood: LLMs Explained with Code (nitayneeman.com via hn)
A walkthrough of how AI works at the Large Language Model level. From tokenization and embeddings to self-attention and generation with JavaScript implementations explaining the inference pipeline.
Telemetry for Claude Code (latitude.so via hn)
Full session traces, the real system prompt, every tool schema Claude Code sees, captured locally npx -y @latitude-data/claude-code-telemetry install Once installed works in terminal, Claude Desktop & IDE Set up in no time Install the Lati…
- How to start with Claude Code (www.reddit.com)
- Claude Code Manager (www.reddit.com)
- Where should I start with Claude Code? (www.reddit.com)
+17 more
- What Happened to Claude Code (man-labs.com via hn)
- Claude code (www.reddit.com)
- Errors in Claude Code (www.reddit.com)
- Claude Code App? (www.reddit.com)
- Multiplayer Claude Code (www.reddit.com)
- Claude Code Routines (code.claude.com via hn)
- A Harness for Claude Code (euleptos.com via hn)
- Does Claude Code Hate UI's? (www.reddit.com)
- Claude Code Manager (www.reddit.com)
- Claude Code + Obsidian? (www.reddit.com)
- Routines in Claude Code (claude.com via hn)
- Qwen 3.6 for Claude Code in 1L (www.reddit.com)
- How I feel when I Claude Code.. (www.reddit.com)
- Claude Code Hackathon! (www.reddit.com)
- Claude Changes My Code (alexcbecker.net via hn)
- Aider and Claude Code (www.reddit.com)
- HOW TO USE CLAUDE CODE (www.reddit.com)
I’m trying to design a workflow around Claude + a GitHub repo, but I’m not sure how to handle limits and long-running tasks cleanly. Current setup idea: \- I created a repo where each task is a separate .md file \- Tasks are grouped and pr…
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298 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.
Building a FREE AI agency template, what would you want in it? (www.reddit.com)
Hey Guys, About a month ago I released a free website template, and honestly, it did pretty well. I’ve also been getting quite a few emails asking for customizations, which got me thinking.
Redundant Information in LLM Weights (fergusfinn.com via hn)
In search of wasted bits: how much information do LLM weights carry? If you store a model’s weights in bfloat16, each parameter gets 16 bits.
Google DeepMind workers in UK vote to unionize amid deal with US Military (www.theguardian.com via hn)
OpenClaw Had a Rough Week (openclaw.ai via hn)
What happened around the 2026.4.24 and 2026.4.29 releases, why the direction was right, and what we are changing now.
OpenAI's 'DeployCo' wins $4B from leading PE firms, FT says (pe-insights.com via hn)
The venture, internally dubbed “DeployCo”, will be valued at $10bn as part of a funding round expected to close in early May. OpenAI will contribute an initial $500m of equity, with an option to deploy a further $1bn at a later date, bring…
Building individual agents was manageable. Each one handled its task well and iteration stayed predictable.
Beware of New Claude Pro Subscription Bug (www.reddit.com)
Hi r/ClaudeAI, I'm making this post because Anthropic support seems to not care about resolving the issue after almost a week of trying to reach out to them. I bought a Pro plan (via card) after having a gift pass Pro subscription for a we…