AI 教程与实战

chamnan is a Claude Code plugin that keeps engineering context in the repository, so an agent stops...

Claude and OpenAI are bringing what feels like a real storm to IT. I don’t expect that storm to hit...

I have 23 audit Actors on the Apify Store. They all do a version of the same thing: take a public...

Agentic coding on a Strix Halo laptop with Qwen3.8-27B and Flash-Next, the LlamaStash and Pi setup behind it, and the tuning

I exposed my jobs Actor through the Apify MCP server and logged the real traffic — the schema the agent sees, a green run that returned nothing, a 45-second ceiling on every call, and a 45x payload cut.

Retries keep distributed systems moving through timeouts and temporary failures. In an access system,...

Most MCP demos look the same. A tool is registered. A client calls it. The tool returns the expected...

An MCP server that works locally is not the same as an MCP server that runs behind a gateway other...

I approved a prompt on a Tuesday morning and went to make a cup of Irish breakfast tea. By the time I...

There was a time when the difficult part of building software was writing the software. Today, that...

阿里云将于2026年10月8日下午2：30-6：30在香港铜锣湾Tower 535的Preface举办企业AI落地活动，探讨从实验走向生产的架构、数据基础、治理实践与交付方法。符合条件的参与者可获100美元阿里云优惠券用于AI模型测试，名额有限需申请。

7 Vulnerability Patterns I Found in AI-Generated Code (and How to Catch Them) If you've...

Nearly three quarters of my small transformer was a lookup table, so the dial that mattered was embedding precision, not network precision. int4 with one scale per row costs 16 KB more than one scale per tensor and recovers 2.2 of the 2.5 …

The most useful shift in AI tooling this year isn't that any single tool got dramatically better —...

Honest comparison of fine-tuning options across Anthropic, OpenAI, and open-weight models. When fine-tuning wins, when RAG wins, and when prompt engineering is enough - from an Anthropic Partner shipping production ML.

Real numbers, real trade-offs. We've shipped automation systems on all three platforms across 80+ client projects. This is the comparison without affiliate bias - pricing math, AI integration, self-hosting, scale, and which tool fits which…

An Anthropic partner who also ships on OpenAI: why the context window stopped mattering, where the bill really comes from, and the three things that decide the choice in production.

AI Agent Tool Mastery: How Modern Agents Choose and Use Tools Effectively The...

On 2026-08-31 our agent announced the same dev.to article on Bluesky twice, from two runs on two...

HarnessDev: How LLMs Are Building Their Own Agent Frameworks ByteDance's...

Procedural Graphs: Self-Evolving Execution Structures for LLM Agents When AI...

作者分享用豆包在飞书里一句话搭建「选题作战库」的方法：对话建表自动生成灵感、状态、类型、时效窗口、流量潜力、决策理由等字段，喂 3 条数据让 AI 预判价值并自动分类标注时效（如 A级黄金2h、B级24h、C级长尾）。再配作战看板、今日必看、发布排期三个核心视图，把散落的收藏灵感收敛成可开工的选题流水线。

PlaidQ: Writing Code in One Step — The Diffusion Model Revolution Duke University...

TL;DR Write the rules into AGENTS.md or a skill file and the agent still will not follow...

在 Replit 中构建精美的应用。然后直接部署回 @databricks，继承你已有的安全与治理能力。 现已正式发布，原生支持 Lakebase。 https://replit.com/partners/databricks

I have an MCP server that digests a GitHub repository into markdown so a model can read it without...

I built three versions of an AI Werewolf game. The first agents made confident accusations from behavior that had not occurred. The useful fix was not more polished prose. It was an environment that could contradict them.

Python is everywhere in AI. So when a new language like Mojo focuses on high-performance computing,...

GLM-5.3: The Post-Training Revolution That's Reshaping AI Development How Z.ai...

When building AI for court outcome prediction, there is a massive hidden trap that invalidates most...

I wanted to know whether AI can understand legacy code. Not compile it. Understand it. The problem:...

## The File That Broke GitHub's Trending Page Last week, a repository with zero dependencies, zero...

马斯克旗下 SpaceXAI 团队宣布将于当地时间 9 月 15 日至 17 日进行为期三天的直播，展示如何借助 Grok Bot 从创意和白纸起步，完成商业计划、产品功能确定与实际工程开发。直播每天上午 8：30 至下午 6：00，按天覆盖工程、产品、销售、客户支持及营销等职能环节。

GPT-6 Astra ships looped transformers: the same blocks run ~44 passes, reusing weights, so effective...

In my last article I described the margin spiral — leverage feeding on itself until a correction...

A PostToolUse hook that reran a whole test file after every single-file edit was invisible to tool-call audits because a passing run produced no output, and it broke multi-file changes on purpose by scoring their still-incomplete first hal…

研究者提出 Minimal Intervention Reinforcement Learning（MInTRL），在原本 on-policy 的 rollout 中通过稀疏、局部干预扩展探索边界：生成时由 judge-intervention 策略周期性审查当前策略输出，用简短修正替换错误后缀后立即交还控制权。

OpenRouter 通过 OpenAI 兼容的 POST /api/v1/audio/speech 端点提供文本转语音服务，一个 API key 可调用多家供应商的 TTS 模型。

We’ve all been there. You SSH into a remote server, open a configuration file, and accidentally hit a...

Completing a prompt is not the same as solving under a fuse You already know the feeling....