#progressive loading
243 related articles
·6 min
10 Billion Tokens in Practice: An In-Depth Review of Codex's Long-Horizon Engineering Capabilities
Creator Ajiang burned 10B Tokens on Codex to migrate cc-haha from Tauri 2 to Electron. A deep dive into Codex's long-horizon engineering, Computer Use, costs, and practical advice for developers.
Read more →
·7 min
ByteDance and Alibaba Halt Anthropomorphic AI Agents: Industry Upheaval Amid Tightening Regulation
ByteDance and Alibaba ban highly anthropomorphic custom AI agents ahead of new regulations. Analysis of the reasons, tightening regulatory frameworks, and impact on the AI Agent industry.
Read more →
·3 min
Andrew Ng x Anthropic: A Complete Guide to Agent Skills
DeepLearning.AI and Anthropic launch an Agent Skills course. Learn how Skills work, progressive disclosure, MCP integration, and subagent patterns for AI agent development.
Read more →
MSI Center High-Risk Privilege Escalat…
·2 min
MSI Center High-Risk Privilege Escalation Vulnerability: How Standard Users Can Gain SYSTEM Access in Seconds
Security researchers disclose an MSI Center LPE vulnerability allowing standard users to escalate to SYSTEM in seconds. Analysis of root causes, impact, and mitigations for MSI device users.
Read more →
·3 min
LLM Development Learning Path: From Zero to Enterprise-Level Projects
A complete LLM development learning roadmap covering prompt engineering, RAG, AI Agents, and fine-tuning — helping beginners master LangChain, LlamaIndex, and more.
Read more →
·4 min
Claude Code New Features Deep Dive: Remote Control, Multi-Agent Parallelism, and Auto Memory
Deep dive into Claude Code's major new updates: Remote Control for session takeover, Auto Mode to reduce interruptions, multi-agent code review, Auto Memory, and Routines for cloud automation workflows.
Read more →
·3 min
Full-Stack AI Development with Vercel: A Complete Guide to AI SDK, RAG, and Production-Ready Applications
Master full-stack AI development with Vercel: from LLM, RAG, and vector embeddings to AI SDK, AI Gateway, and v0 — build production-ready AI web apps end to end.
Read more →
·7 min
Hermes Agent Deep Dive: An AI Agent Framework That Uses Fewer Tokens Than Open Cloud
Full comparison of Hermes Agent vs Open Cloud: lower token usage, 200+ model support, auto Skill encapsulation, WeChat/DingTalk integration. A cost-effective AI Agent alternative for long-term deployment.
Read more →
·6 min
Agent Studio: A Unified Platform for Authoring AI Roles and Skills
Agent Studio unifies AI Agent role definition (Subagents) and Skills on one platform, enabling coordinated orchestration through a shared MCP endpoint, progressive disclosure, and moderated community publishing.
Read more →
·7 min
Linked Context: How AI Agent Skills Can Point to the Entire Open Web
Deep dive into Skill Studio's "Linked Context" mechanism—skill files become real-time URL fetches instead of pre-loaded copies, extending AI Agent progressive disclosure to the entire open web.
Read more →
·3 min
VibeFlow: A Practical Deep Dive into Natural Language-Driven CFD/CAE Post-Processing Automation
Explore how VibeFlow uses natural language and AI Agents to automate CFD/CAE post-processing, with demos of velocity contours, pressure isolines, and bending moment calculations.
Read more →
·4 min
Four Core Strategies for Building Effective Claude Code Agents
Master Claude Code agents with four core strategies: planning, verification, context management, and system evolution. Move beyond Vibe Coding to systematic AI development.
Read more →
·3 min
AI Large Language Model Zero-to-Hero Systematic Tutorial: A Complete Guide from Basics to Practice
A comprehensive 748-episode AI LLM tutorial covering Transformer architecture, Prompt Engineering, RAG, Agent, fine-tuning, and enterprise projects like AI customer service and knowledge bases.
Read more →
·3 min
The Essential Difference Between Agent Skills and MCP: Process Layer vs. Capability Layer
Deep dive into the essential difference between Skill and MCP in AI Agent development. Skill handles the process layer for codifying workflows; MCP handles the capability layer for connecting external systems.
Read more →
·4 min
AI Large Language Model Career Transition Roadmap: A Three-Phase Learning Guide from Zero to Enterprise-Ready
A systematic three-phase AI LLM career transition roadmap: from Transformer fundamentals to RAG, Agent & LangChain development, to LoRA fine-tuning. Build enterprise-ready skills in two months.
Read more →
·2 min
DiffusionBlocks: A New Method for Block-by-Block Neural Network Training That Reduces Memory by Several Times
DiffusionBlocks splits neural networks into independent blocks for sequential training, reducing memory from linear in network depth to proportional to a single block. Validated across ViT, DiT, autoregressive Transformers and more.
Read more →
·3 min
Core Analysis of Agent Skill: Progressive Disclosure & Middleware Practical Guide
Deep dive into Agent Skill's core design—Progressive Disclosure—with detailed middleware and dynamic tool implementation, Multi-Agent comparison, and practical tips.
Read more →
·4 min
Claude Code Source Leak Revealed: The 5-Step AI Coding Agent Mechanism & Practical Pitfall Guide
Deep dive into Claude Code's leaked source revealing the 5-step AI coding Agent mechanism: progressive disclosure, precise indexing, surgical edits, auto-verification & graceful termination.
Read more →
·2 min
The Complete Guide to Claude Code Skills: Write Once, Auto-Match On-Demand Knowledge Injection
Deep dive into Claude Code Skills: semantic matching, storage locations, priority rules, and advanced tips. Master on-demand knowledge injection for AI coding.
Read more →
·3 min
Anthropic Skills Mechanism Explained: An Open Standard for Giving AI Installable Skill Packs
Deep dive into Anthropic Skills (nearly 150K GitHub stars): skill.md structure, progressive loading, ready-to-use skills ecosystem, and the cross-tool open standard for AI skill packs.
Read more →