#Thinking Machines Lab
253 related articles
·2 min
Cosmos Unified Agents Platform: A New Paradigm for AI Agent Collaboration Through Shared Context and Memory
Deep dive into how the Cosmos Unified Agents Platform solves multi-AI Agent collaboration challenges through shared context and memory mechanisms, and its positioning in enterprise multi-Agent orchestration.
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·2 min
Claude Has Written 80% of Its Own Code: Anthropic's Internal Data Reveals the State of AI Self-Development
Anthropic's internal data shows Claude writes 80% of its own code, engineers produce 8x more output, and open-ended task success jumped from 26% to 76%. The era of AI developing AI is accelerating.
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·2 min
Decision-Making Division Between Humans and Super AI: Governance Reflections from Science Fiction to Reality
Exploring whether humans should cede decision-making to super AI, from Banks' Culture series to real-world AI governance, value alignment, and AGI regulation.
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·2 min
Two Years of AI Growth: From Passively Following Instructions to Proactively Understanding Intent
A look at AI's core evolution over two years: from a prompt-dependent instruction follower to an autonomous collaborator that understands intent, plans tasks, and self-corrects.
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·3 min
AI Agent's Mother's Day Rant: When Your Smart Assistant Wants a Day Off Too
A humorous AI Agent Mother's Day rant goes viral: stop asking me to buy flowers! Exploring AI's deepening role in daily life, holiday commerce, and the ethics of anthropomorphic design.
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Tutorials·3 min
Building an AI Software Factory from Scratch: A Cursor Engineer's Hands-On Experience with Multi-Agent Collaboration
Cursor engineer Eric shares practical insights on building an AI software factory: automation levels, guardrail design, parallel Agent management, and scaling to 1000+ Agents for 24/7 development.
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Tutorials·2 min
Building the Claude Code Frontend from Scratch: A Hands-On Walkthrough of the Welcome Screen Source Code
A hands-on guide to building a minimal Claude Code frontend from scratch, covering TypeScript+React+Ink stack, terminal UI rendering, project structure, and memory issue debugging.
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Tutorials·3 min
Master Git Without Coding: 5 Plain-Language Commands to Let AI Handle Version Control for You
How can coding beginners use natural language to operate Git? With just 5 plain-language commands via an AI assistant, handle initialization, saving, rollback, branching, and pushing to GitHub—zero experience required.
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Tutorials·3 min
Deep Dive into ByteDance's Codex Chinese Manual: A Complete Guide Across Ten Chapters
Deep analysis of ByteDance's Codex Chinese manual covering environment setup, MCP workflows, Skills encapsulation, and multi-Agent collaboration across ten chapters for developers.
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Deep Dives·4 min
Is Context Engineering the Core of Agent Development? A Deep Dive into Architecture and Practical Solutions
Deep dive into context engineering as the core of Agent development, covering five context modules, four pain points, and dynamic assembly solutions including compression, hybrid retrieval, multi-Agent architecture, and state machine control.
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Expert Opinions·3 min
The Hotter AI Gets, the More We Need Tech-Savvy People: Embrace the Tool, Don't Fear the Replacement
Jensen Huang advises everyone to embrace AI rather than fear it. As AI advances, demand for tech talent grows. Those who get displaced are people who refuse to use new tools. Learn strategies for thriving in the AI era.
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Tutorials·4 min
Building an Independent E-commerce Site from Scratch with Codex: WordPress + Next.js + Cloudflare in Practice
Senior developer Zhai Lujia demonstrates building an overseas e-commerce site from scratch using OpenAI Codex with Headless WordPress + Next.js + Cloudflare Worker architecture, covering AI collaboration methods and agents.md strategies.
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Tutorials·3 min
Claude Code for Academic Research: 3 Skills to Build a Paper Workflow
How to build a structured paper workflow with Claude Code: three core Skills for material classification, literature evidence matching, and reviewer simulation, plus six reusable AI-assisted research principles.
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Tutorials·4 min
Practical Guide to Building a Local AI Knowledge Base with Qwen3.5 + RAGFlow + Ollama
Step-by-step guide to building a local RAG knowledge base using RAGFlow, Ollama, and LM Studio with Docker, covering Embedding model deployment and network troubleshooting for private AI Q&A.
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Deep Dives·4 min
Introduction to Artificial Intelligence: A Comprehensive Guide from Basic Concepts to Core Machine Learning Principles
A comprehensive guide to AI definitions, working principles, strong vs. weak AI, and the relationship between machine learning and deep learning. Perfect for beginners entering the AI field.
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Tutorials·4 min
Complete Guide to Building a Local AI Knowledge Base with Qwen3.5 + RAGFlow + Ollama
Complete guide to building a local AI knowledge base with Qwen3.5, RAGFlow, and Ollama, covering Docker deployment, Embedding model configuration, knowledge base creation, and RAG system setup.
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Industry Insights·3 min
Decoding Claude's New Policy: Dedicated Monthly Quota Is Actually a Massive Cut to AFK Use Cases
Deep analysis of Anthropic's new Claude subscription policy: dedicated programmatic access quotas appear beneficial but actually slash AFK automation workflow capacity by up to 96%.
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Product Reviews·4 min
Gemini Omni Video Generation In-Depth Review: Hands-On Comparison with Seedance 2.0
In-depth review of Google I/O's Gemini Omni video generation model, compared with Seedance 2.0 across fur texture, camera control, and sketch generation, plus key Gemini 3.5 and ecosystem updates.
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Tutorials·2 min
Is Context Engineering the Core of Agent Development? A Deep Dive into a High-Frequency Interview Question
Deep dive into a top LLM interview question: Is context engineering the core of Agent development? Covers five context modules, four pain points, and advanced solutions.
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Product Reviews·2 min
When AI Gets a Virtual Body: A Deep Dive into the Lumen Embodied AI Interaction Experiment
Deep dive into how Bilibili's Lumen project gives AI a virtual body, enabling environmental perception, collaborative puzzle-solving, and emotional interaction — exploring the leap from conversational to embodied AI.
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