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AI与智能

AI应用实践与理论趋势

AI 分类推荐阅读

从工具选择到本地模型管理,帮你把 AI 真正用到日常工作里

Easton editorial illustration: Codex project workflow bench
2026年7月30日AI与智能

Codex 测试驱动开发:让 AI 先写测试,再修到全绿

Easton editorial illustration: central cache vault with stacked prompt blocks, cold request entering the vault, warm request reusing the cached blocks, small timestamp block diverted away from the cache
2026年7月29日AI与智能

Prompt Cache 为什么没省钱?用 prompt-cache-skills 排查 AI 编程缓存

Easton editorial illustration: charcoal CODEX terminal with a small orange harness ring, four-stage circular workflow labeled MEMORY, PLAN, BUILD, VERIFY
2026年7月28日AI与智能

LazyCodex 怎么用:Codex 项目记忆、规划和验收闭环

Easton editorial illustration: one raised charcoal terminal console with a small exec prompt, three compact output artifacts: changelog sheet, issue-tag stack, documentation checklist, one small lock gate leading to a separate patch or pull-request card
2026年7月27日AI与智能

Codex 失败案例复盘:为什么 AI 改坏代码,以及如何设计验收流程

Easton editorial illustration: terminal-to-editor relay
2026年7月26日AI与智能

Codex 安全边界实战:权限、沙箱、密钥泄露防护指南

Easton editorial illustration: large four-position entry selector dial, single starter task card, four mode sockets
2026年7月25日AI与智能

Codex Skills 与 Plugin 实战:把团队流程固化成可复用能力

Easton editorial illustration: large dark node-graph workspace with orange connected nodes
2026年7月24日AI与智能

ComfyUI API 批量出图自动化:脚本接入工作流实战

Easton editorial illustration: one large rounded charcoal node-canvas console, one orange video filmstrip emerging from the workflow
2026年7月23日AI与智能

ComfyUI 视频生成入门:Wan 文生视频、图生视频与 AnimateDiff 工作流

Easton editorial illustration: large rounded image-editing canvas with a pixel-soft left region and a clean detailed right region, orange translucent inpaint mask over one small facial area, magnifier revealing restored pixels
2026年7月22日AI与智能

ComfyUI 高清放大与局部修复:Hires Fix、Upscale、Inpainting 与面部修复

Easton editorial illustration: one compact charcoal graphics card with an orange 8GB VRAM gauge, one small ComfyUI-style node chain passing through the GPU memory window
2026年7月21日AI与智能

ComfyUI 低显存与提速实战:6–8GB 显卡如何跑 SDXL、FLUX 和视频工作流

Easton editorial illustration: central rounded pseudo-node chain from BASE through two LoRA modules to four matching character portrait tiles
2026年7月20日AI与智能

ComfyUI LoRA 实战:加载、权重、多 LoRA 叠加与角色一致性

Easton editorial illustration: central orange ControlNet node with visible input and output sockets, three compact reference tiles showing a pose skeleton, Canny edges, and depth contours, one framed output portrait whose pose and composition match the reference tiles
2026年7月19日AI与智能

ComfyUI ControlNet 实战:用 OpenPose / Canny / Depth 精确控制构图与姿势

Easton editorial illustration: portable local memory cartridge, local model terminal dock, SQLite graph index
2026年7月18日AI与智能

Mnemo 本地记忆层:Ollama 长期记忆、部署与治理

Easton editorial illustration: Mac-style laptop with one native desktop app window and familiar traffic-light window controls, AI cursor placing a SwiftUI-style interface component into the app window
2026年7月17日AI与智能

macos-app-skills 实战:让 AI Coding Agent 正确开发原生 Mac 应用

Easton editorial illustration: one raised charcoal terminal console with a small exec prompt, three compact output artifacts: changelog sheet, issue-tag stack, documentation checklist, one small lock gate leading to a separate patch or pull-request card
2026年7月15日AI与智能

Codex 自动化工作流:用 codex exec 批量处理 Issue、Changelog、文档检查

Easton editorial illustration: task-fit selector, terminal coding surface, cloud task card, editor coding surface
2026年7月11日AI与智能

Codex vs Claude Code vs Cursor:真实项目选型,不看跑分看任务

Easton editorial illustration: pull-request diff sheet under a precise review loupe with two severity pins
2026年7月9日AI与智能

Codex 做代码审查:如何让 AI 帮你 Review PR,而不是乱改代码

Easton editorial illustration: repository task brief, cloud execution capsule, inspected pull request card
2026年7月8日AI与智能

Codex Cloud 实战:把一个需求交给云端 Agent 后怎么验收

Easton editorial illustration: central Git trunk dock, three physically separated worktree desks
2026年7月4日AI与智能

Codex Worktree 实战:多个 AI 任务并行开发,互不污染代码

Easton editorial illustration: large AGENTS.md rulebook with three nested directory tabs and a priority bookmark
2026年6月26日AI与智能

AGENTS.md 怎么写?让 Codex 读懂你的项目规范和开发习惯

Easton editorial illustration: large four-position entry selector dial, single starter task card, four mode sockets
2026年6月24日AI与智能

Codex 怎么用?CLI、IDE 插件、Codex Cloud 和桌面端完整上手指南

Easton editorial illustration: two recovery benches: a checkpoint timeline spool versus a conversation-state journal
2026年6月17日AI与智能

LangGraph vs AutoGen 状态追踪对比:checkpoint、超时恢复与选型决策

Easton editorial illustration: central abstract portrait framing slate with locked parameter rail
2026年6月10日AI与智能

female-portrait-director:把 AI 人像提示词做成可复用 Skill

Easton editorial illustration: sculptural forked code-path tree, critic pruning ring
2026年6月8日AI与智能

ADHD:给 Coding Agent 装上 Tree-of-Thought 并行推理引擎

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