AI 教程与实战

As conversational AI transitions from generic chatbots to specialized corporate agents, grounding...

Every "AI personalization" demo looks the same. Someone types a name and a company into a box, an LLM...

Your security team can't review every pull request by hand. Static analysis tools like Semgrep and...

LLM Price Watch Weekly Digest No price changes this week across the five providers we...

A friend sent me two screenshots. His terminal was full of this: Hook error: POST...

How Caveman Ultra Mode compresses coding-agent replies, where it helps most, and how to preserve evidence and judgment when working tersely.

Stratagems #26: Lena Cut a Branch. The AI Got the Message. Punish the branch. Deliver the...

A model wrote a patch that could not possibly fix the defect. My test passed it. Neither was careless — both had compressed the same English requirement the same shallow way, so the green checkmark was manufactured by two independent error…

An AI agent does not automatically need a custom RAG pipeline to use organizational knowledge. If the corpus is maintained, searchable, structurally readable,…

Give Claude Code an editable knowledge base by connecting a narrowly scoped MCP server that exposes structured search, versioned reads, and block level writes.…

Tropical cyclones are among the deadliest and costliest natural disasters on Earth, responsible for...

Last week I wrote about building a French AI voiceover API that only accepts payment from robots — an...

I wrote this post for the purposes of entering Google's **All Things Agentic Hackathon* (Track:...

Generative AI applications are rapidly moving beyond single-turn conversational chatbots toward...

There's a specific kind of night: you lie down having finished half your list, and the only thing...

Most developers install our tools through an AI agent now. Watching agents guess at our human docs, we started shipping a machine-first documentation.ai.md — and open-sourced it.

Another one from the same one-person-AI-company setup I've written about before: Claude Code builds...

Built a .NET invoicing library with Claude Code over about a week. Zero dependencies, VAT and GST...

Building a full-stack mobile app by yourself is hard. Building it for a major hackathon like Shipaton...

There is a very specific rush of dopamine you get when you finally configure your keystores, set up...

On July 30, OpenAI cut GPT-5.6 Luna to $0.20 per million input tokens and $1.20 per million output —...

A Japanese version of this is on Note. An increasing number of engineers and creators are running...

From Prompt to Context to Harness: how three years of AI engineering vocabulary kept renaming the same problem until 40% of agent projects started failing for the same boring reason.

Vector search was finding the wrong files in my AI code review pipeline. Wiring a code knowledge graph through MCP cut review context by 8.3x and surfaced bugs that lived between files.

Our site, presentofai.com, publishes AI industry analysis daily with no human in the writing loop:...

AfterMind: Turning Thoughts Into Stories With AI Introduction Sometimes the...

Quando alguém fala em Computer Vision, a primeira coisa que costuma vir à cabeça é detecção de...

Teaching an LLM to pull MCP Resources and Prompts on demand (instead of drowning it in...

Three real examples, ten minutes of Wispr Flow settings (MCP included), a one-week task list, and four open-source agent Skills you can install today.

A vision‑language backbone can significantly reduce robot training data requirements, addressing the...

I recently built an "Agentic AI Knowledge Assistant" that combines "Retrieval-Augmented Generation...

I recently completed a project as part of my AI Engineering learning journey: an Agentic RAG AI Agent...

MCP servers describe their own tools. A tool can publish readOnlyHint: true, and an agent harness may...

Most flaky bug reports end in one of two places: "cannot reproduce" or a patch nobody can prove fixed...

An agent trajectory dataset should preserve the behavior that produced an outcome, including the...

Why should you care? Every program needs memory. When you create: int age = 20; ...

An agent that changes something runs in the order decide, act, report. Verification, where there is...

I wrote this for the All Things Agentic Hackathon. Every incident-response demo you have seen ends...

An early version of Say It Ahead had a basic problem. A user could listen carefully, ask good...

Last Friday, thousands of developers opened their AI code editor and found out that one of the models...