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EvoScientist is an open-source framework that automates research workflows using self-evolving AI scientists with persistent multi-agent memory, adopting a human-on-the-loop paradigm for autonomous research exploration and insight generation.

A Chinese analysis article covering Sequoia Capital's 2026 AI Ascent closed-door summit, summarizing key insights from attendees including Demis Hassabis, Andrej Karpathy, and Greg Brockman: AGI has arrived, 2026 is the year of Agents, AI will reshape white-collar work, and a 6-step action plan for ordinary people to adapt.

A 12-year-old Chinese boy reportedly earned $120,000 by building a mobile game on Google Play using ChatGPT in one night, while a 31-year-old Hong Kong contractor copied his code and adapted its 15-minute timer into a Bitcoin auto-trading bot, allegedly generating $868,000 in profit over six months.

Hermes Web UI v0.5.15 is released, featuring a new Kanban board panel for visual task and session management, improved mobile layout, and fixes for dynamic ports, WSL listening, and Markdown media sync issues. The project is an open-source, self-hosted Web UI tool.

GitHub's 'spec-kit' repository has gained 92k+ stars by offering a structured 6-command workflow that transforms vague ideas into executable specifications for AI coding agents, positioning itself as an alternative to unstructured 'vibe coding'. It supports Claude Code, Copilot, Cursor, Codex, Gemini, and 25+ other AI agents.

Coinbase's CEO laid off employees and claimed non-technical teams are already writing production code with AI, but less than 24 hours later, Coinbase's trading engine and status page both went down — sparking widespread skepticism about over-relying on AI to replace technical staff.

Introduces Garry Tan's 'Plan-Eng-Review' skill, emphasizing that before using AI for coding, one should first use an Agent to generate ASCII diagrams to plan data flows and state machines, in order to prevent the code implementation from deviating from the intended direction.

YC CEO Garry Tan shared how he returned to active development after 13 years away from coding, using Claude Code and OpenClaw with a 'Thin Harness + Fat Skills' methodology to achieve a 400x productivity boost. He also built an agentic news platform called Garry's List and an agent workflow framework called Gstack.

A Chinese social media post recommends 10 GitHub repositories, claiming that mastering them can help land a $200K AI engineer job within 90 days. The repos cover mainstream AI development frameworks and tools including LangChain, LangGraph, CrewAI, Ollama, and Qdrant.

Ruflo (formerly Claude Flow) is a trending open-source GitHub project that supports orchestrating 100+ specialized AI Agents simultaneously, featuring RAG memory, distributed workflows, enterprise security, and direct integration with Claude Code and Codex. The project is currently ranked #1 on GitHub Trending with 40k+ stars.

A tutorial blog post explaining LLM Routing — the practice of directing user queries to the most appropriate LLM based on cost, latency, and quality. Covers routing strategies, anatomy of an LLM router, and comparisons with Mixture of Experts.

The author highlights the impressive capabilities of the open-source Qwen 3.6-27B model running locally on an RTX 5090, noting its strong performance on programming tasks and comparing it favorably to commercial models, despite the complexity of local deployment.

A 29-year-old Oklahoma sales consultant claims to have built an Ethereum price prediction system using Claude and multiple AI agents, replacing an entire quant team and allegedly generating over $300,000 in monthly profits. The content originates from social media, its authenticity is questionable, and it carries clear signs of marketing promotion.

The Fangtang OPC Skill Set is an open-source project with 15.4k stars on GitHub that breaks down the one-person company methodology into 9 installable, conversational, and executable Agent Skills, helping solo entrepreneurs build a complete personal business system — from resource inventory to conversion funnel.

DeepSeek, a Chinese AI model built by a quant hedge fund, is reportedly competing with GPT-4 level performance at roughly 5% of the training cost, causing significant market disruption including a $600B drop in NVIDIA's market cap. A free 1 hour 50 minute course has been released teaching users how to leverage DeepSeek V4 locally and via API.

A new open-source tool called Graphify was built within 48 hours of Andrej Karpathy describing an LLM knowledge base workflow, enabling users to generate navigable knowledge graphs, Obsidian vaults, and wikis from any folder with 71.5x fewer tokens per query compared to reading raw files. It integrates with Claude Code and supports 13 programming languages, PDFs, images, and Markdown.

Arkon is a self-hostable enterprise AI knowledge hub that automatically compiles company documents into a cross-linked knowledge Wiki. Via the MCP protocol, employees' AI clients (such as Claude Desktop) can automatically retrieve relevant context based on their permissions — no manual document pasting required.

A curated playlist has been created for Stanford's CS153 Systems course '26 lectures, which are regularly uploaded to the official Stanford online YouTube channel.

Assistant Professor Ernest K. Ryu at UCLA offers the open course 'Reinforcement Learning for Large Language Models,' comprehensively analyzing key LLM training techniques like RLHF, PPO, and DPO alongside their supporting resources through a blend of theory and practice. The course provides developers and researchers with a systematic learning path from foundational algorithms to practical deployment.

A user claims to have given Claude AI full control of their computer to trade autonomously on the prediction market platform Polymarket, turning $200 into $3,000 in 10 hours — a 15x return — by copying the strategies of high-win-rate traders.