#AI编程
9640 related articles
Claude Code Now Supports AGENTS.md: Coding Agents Move Toward a Unified Standard
Claude Code 2.1.277+ now supports the universal AGENTS.md project instruction file. Learn about the compatibility strategy, the mods customization mechanism, and what this means for developers.
Jev: The New AI Model from a ChatGPT Inventor That's Thrilling Developers
Jev, a new AI model from a core ChatGPT developer, promises cheaper and faster software intelligence. Here's why developers are excited — and what to watch.
Claude Code Finally Supports AGENTS.md: AI Coding Configuration Moves Toward Standardization
Anthropic adds AGENTS.md support to Claude Code, moving AI coding tool project configuration toward a shared standard. Here's what it means for developers.
Claude Code vs Codex: How Should Developers Choose Their Coding UI?
A UI-focused comparison of Claude Code vs Codex for developers. Beyond performance and cost, explore context management, code diffs, and workflow fit to find your ideal coding tool.
Claude Code v2.1.277 Update: AGENTS.md Support and Extensive Stability Fixes
Claude Code v2.1.277 adds AGENTS.md config file support and enterprise gateway proxy features, while fixing dozens of crashes, hangs, and tool issues across Edit, Grep, VS Code, and web.
The Age of AI-Assisted Coding: Why You Can Never Truly Turn Off Your Brain
Why can't engineers "turn off their brains" with AI coding tools? This article examines accountability, context, and error accumulation — and how to use AI as a thinking amplifier, not a replacement.
Herder: An Open-Source Terminal Multiplexer for Managing Multiple AI Agents Like a Pro
Herder is an open-source terminal multiplexer for AI agents — like tmux with agent support. Parallel-manage Claude Code, Codex & more with status indicators, session persistence, and CLI orchestration.
Unsloth v0.1.811 Released: Docker Multi-User Support and AMD ROCm Integration Explained
Unsloth v0.1.811-beta adds Docker images for NVIDIA & AMD, multi-user account isolation, AMD RDNA1/2 ROCm support, and FP8/INT8 diffusion inference speedups.
No Frameworks Needed: Build a Local ReAct AI Agent with Python + Ollama
Build a local ReAct AI agent from scratch using pure Python and Ollama — no LangChain, no API keys. Understand the reasoning loop and message management behind AI agents.
DeepSeek Harness V4.1 Flash Hands-On: Native Image Input and Cache Reuse Get Major Upgrades
DeepSeek Harness 0.1.5 RC1 integrates V4.1 Flash with native image input, cache reuse optimization, a new file preview sidebar, and real-time agent control. Full hands-on breakdown inside.
Giving DeepSeek Harness a Memory: OpenViking Cuts Tokens by Up to 91% in Real-World Tests
ByteDance's open-source OpenViking adds cross-session memory to DeepSeek Harness via a 3-layer filesystem. Official data shows 34–91% token reduction; real tests hit 40% zero results.
MiniMax Code CLI Goes Open Source: How Does It Differ from DeepSeek Harness?
MiniMax Code CLI is now open source. Compare it with DeepSeek Harness: one is an integrated terminal workbench with multimodal support, the other a fully composable framework with prefix caching optimizations.
The Complete Guide to Running AI Models Locally: From Core Concepts to Four Practical Methods
A clear, practical guide to running AI locally: covers model files, quantization, inference engines, and hardware, plus demos of LM Studio, Ollama, Docker Model Runner, and pure code.
Complete Guide: Local Deployment of Qwen3 Coding Model with Ollama + Cline
Learn how to locally deploy Qwen3 coding models for free using Ollama, VSCode, and Cline. Covers hardware selection, model download, context settings, and MCP integration.
From Zero to a Million Lines: Dissecting One Solo Developer's 6-Month Agent Framework Build
A solo developer built a multi-agent AI framework over 6 months. We break down its Brain-Orchestrator-Executor architecture, layered memory, Q-Learning decisions, and capability gating design.
Building My First AI Music Video with a Custom MiniMax H3 Workflow
A Reddit creator combined SeedHunter and a long-video workflow using Comfy MCP and Codex, locking audio for lip sync to accidentally complete their first AI music video.
Claude Code Relaunches Projects: Managing Multi-Agent Collaboration in the Cloud
Anthropic relaunches Claude Code's Projects feature, enabling parallel multi-agent collaboration in the cloud with shared memory, coordinators, and threaded workflows.
The Hidden Cost of MCP Servers: How Tool Definitions Eat Your Tokens
MCP tool definitions are billed every turn, and past ~30 tools they hurt model accuracy—not just cost. Learn engineering strategies to manage tool bloat.
The Second Material of Software Engineering: How AI Is Reshaping the Way We Build
Gergely Orosz and Michael Grinich propose that software engineering is gaining a "second material." This piece unpacks deterministic code vs. probabilistic AI and how they reshape builders' skills and product possibilities.
Using ChatGPT to Batch-Generate Editable Academic Slides: A Practical Efficiency Tool for Researchers
A complete workflow for batch-generating editable academic PPTs with ChatGPT: upload a PDF and template, use a structured prompt to render slides as images, then convert to editable format — all in under 30 minutes.