Article Conversation Single-agent AI coding is a nightmare for engineers Created by and I pay my upfront subscription ($200/month), write what I hope is the right prompt (prompt AND context engineer), and wait. 35 minutes later, the agent…

We have been encouraged at work to use Co Pilot and to explore use cases for AI. As part of this exercise I started to (stupidly) use my personal claude account on my work computer to compare the quality of output.

Inspired by Karpathy's autoresearch idea — an LLM runs training experiments autonomously to beat its own best score — but applied to code instead of ML training runs. I built this plugin as a way to set up an optimization loop on a codebas…

claude-code

I use ChatGPT to make very detailed, evidence-heavy essays. However, ChatGPT isn't very good at doing it.

geminichatgpt

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securityclaude-code

Built a library to translate between OpenAI Responses/Assistants APIs and other provider APIs. Provides full compatibility so it’s a total drop-in regardless of which provider you use or which features (computer use, web search).

openai

Is there any settings that changed because previously when i clicked on thinking , it showed the whole thinking process. Now it doesn't show anything and shows thinking and some time later Working through a complex response .

cowork

I'm not quite sure what the aftermath of the anthropic leak was. I know that there's an open source python project that essentially cloned the code.

anthropic

Recent work has shown that LLMs can sometimes detect when steering vectors are injected into their residual stream and identify the injected concept -- a phenomenon termed "introspective awareness." We investigate the mechanisms underlying…

Scaling Agentic Software: Part 1 What is the simplest architecture for running a multi-agent system at scale? I want to deploy agents as a real service.

agentic

Scaling autoregressive large language models (LLMs) has driven unprecedented progress but comes with vast computational costs. In this work, we tackle these costs by leveraging unstructured sparsity within an LLM's feedforward layers, the…

Claude Dispatch no longer creates a reply once its done with an assigned task, it only replies when the task is started to confirm that it has begun. I think this is because Dispatch now assigns its tasks to sub-agents in Cowork, so the ta…

cowork

Identity, payment, and execution — combined into a single request. Let machines transact autonomously in USDC, settled on-chain, verified in milliseconds.

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openai

https://preview.redd.it/6cep3du3flvg1.png?width=1442&format=png&auto=webp&s=3ca3b852c86bdb20fa1d2d750a1cde66a1230278

cowork

So I already have a Mac Studio M4 Max (return window still available)with 64GB RAM, but I’m eyeing the Corsair AI Workstation 300 (Ryzen AI Max+ 395, 96 VRAM out of 128GB, $3,250). Both seem decent for running models locally with Ollama.

ollama

I’m building some infrastructure around AI agents and I’m trying to understand how people are actually using them in real workflows, not demos. Specifically curious about: - What your agent actually does day-to-day (not hypotheticals) - Wh…

rag

The next two TPUs from Google are the Zebrafish and Sunfish. Zebrafish will be with Google partnering with MediaTek for some components.

It seems everyone is releasing their version of OpenClaw-like agents. BlackBox, Claude, Kilo Antigravity, and even providers like Kimi and Moonshot.

openclaw

Google appears to be preparing a broader rollout of "Skills" functionality across its AI product lineup, with the latest signs pointing to AI Studio's Build section as the next destination. Skills, in this context, are reusable instruction…

gemini

I use Claude Desktop for brainstorming and Claude Code for implementation. Both build up deep context on the same project, but they can't see each other.

mcpanthropicclaude-code

Build agents for humans Why copying human workflows is an anti-pattern We’ve been running an experiment since the beginning of the year with a new AI SDR product that we bought. The tool uses signals from activity out in the world to quali…

I have a PC with a 4090. I’m also in need of a new MacBook generally.

sonnetcodexopus

While working in Cowork, I have been experimenting with designing plugins that try to apply some established agentic patterns to help manage the context window. The problem that I'm running into is with Cowork the main orchestrator is the…

coworkagentic

i keep noticing that a lot of the discussions here don’t really touch on how important it is for companies to build their own AI agents rather than just relying on generic solutions. It seems like there’s this underlying trend where busine…

Hello, We are looking for guidance regarding an unexpected €54,000+ Gemini API charge that occurred within a few hours after enabling Firebase AI Logic on an existing Firebase project. Background: We created the project over a year ago a…

gemini

sonnet

Inference engine used (vllm fork): https://github.com/ai-infos/vllm-gfx906-mobydick/tree/main Huggingface Quants used: cyankiwi/MiniMax-M2.7-AWQ-4bit Relevant commands to run: docker run -it --name vllm-gfx906-mobydick-mixa3607 -v ~/llm/mo…

vllmminimax

claude-code