Someone rewrote OpenClaw in Go and cut its memory footprint 40x. OpenClaw is an open-source platform for running AI agent teams. It connects to LLM providers and lets agents collaborate on tasks. GoClaw is a full rewrite of it in Go. The original needs 1GB+ RAM and a
@alphasignalai
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Graphify: A New Knowledge Graph Tool for Claude Code
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Someone built Andrej Karpathy's dream tool 48 hours after he asked for it. Graphify is an open-source tool for Claude Code. Point it at any folder and one command builds a knowledge graph. It reads your code, docs, PDFs, and images. No vector database. No config files.
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Agent Skills Repo Adds Engineering Capabilities to AI Coding Agents
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AI coding agents are fast but reckless. They skip specs, tests, and security. Google engineer just open-sourced a fix. Agent Skills is a free repo that brings 19 engineering skills and 7 slash commands to any AI coding agent. It works by encoding what senior engineers
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New research framework proposes training tools instead of retraining AI agents
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Stop retraining your AI agents. Train their tools instead. Most AI agents look great in demos. Then they break in production. A new paper from Stanford and Harvard explains why. It introduces a framework that changes how we think about building agents. The core finding: when
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Paper2code: Automating Code Implementation from Research Papers
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You can now turn any research paper into working code in minutes.
— AlphaSignal AI (@AlphaSignalAI) 10 avril 2026
Paper2code is an open-source Claude Code skill.
Give it any arxiv paper, and it produces a working implementation.
Every single line traces back to the exact section and equation it came from.
Before writing… pic.twitter.com/ZgcZVyOSzPYou can now turn any research paper into working code in minutes. Paper2code is an open-source Claude Code skill. Give it any arxiv paper, and it produces a working implementation. Every single line traces back to the exact section and equation it came from. Before writing
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NVIDIA trains AI using evolution-based strategies instead of calculus
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NVIDIA just trained a 14-billion-parameter AI using evolution, not calculus. Every AI today learns through backpropagation. It computes gradients, adjusts weights, repeats. It works, but it demands precision hardware and enormous GPU clusters. Evolution Strategies offered
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ByteRover CLI introduces persistent memory for AI agents
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Your agent's memory system is eating 70% more tokens than it needs to. Most AI agents forget everything between sessions. ByteRover is an open-source CLI that fixes this. It gives agents a persistent "second brain." Instead of vector databases or external infra, it stores
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PicoClaw: A lightweight open-source AI assistant for edge hardware
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A $10 board just replaced your $700 Mac mini for running AI agents.
— AlphaSignal AI (@AlphaSignalAI) 9 avril 2026
PicoClaw is an AI assistant written in Go.
It does what OpenClaw does but 99% lighter.
Fully open-source. And it fits in 10MB of RAM.
For context, OpenClaw needs 1GB to do the same job.
That's 99% more… pic.twitter.com/IOC716yYluA $10 board just replaced your $700 Mac mini for running AI agents. PicoClaw is an AI assistant written in Go. It does what OpenClaw does but 99% lighter. Fully open-source. And it fits in 10MB of RAM. For context, OpenClaw needs 1GB to do the same job. That's 99% more
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Critiquing Vector Database Dependence in RAG Systems
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Someone removed the vector database from RAG and accuracy jumped to 98.7%. Most RAG systems chunk your documents, embed them as vectors, then retrieve by similarity. The core assumption: similar text means relevant text. That assumption fails on professional documents. Ask
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Claude Code internal prompt structure exposed via npm leak
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An accidental npm leak just exposed how Claude Code actually works.
— AlphaSignal AI (@AlphaSignalAI) 7 avril 2026
Someone studied the AI coding tool's behavior and rebuilt every prompt from scratch.
26 prompts. All MIT licensed.
Free to fork, copy, and learn from.
Here's how a $200/month coding agent actually thinks.… pic.twitter.com/sZAU1bpWnpAn accidental npm leak just exposed how Claude Code actually works. Someone studied the AI coding tool's behavior and rebuilt every prompt from scratch. 26 prompts. All MIT licensed. Free to fork, copy, and learn from. Here's how a $200/month coding agent actually thinks.