AI 教程与实战

You finish the engagement on a Friday. The repo is clean, the pipeline is green, the agent guides in...

When people call an AI model "open," they don't always mean the same thing. On this week's Prompt...

Arena 发布访谈预告，Krea 联合创始人兼 CEO @viccpoes 与 @petergostev 对谈，介绍仅 7 人团队训练 Krea 3 Ultra 的过程。在 Multi-Image Edit Arena 中，Krea 3 Ultra 使 Krea 排名第 3 的实验室，话题涵盖数据整理与创意方向、图像质量与速度成本的平衡，以及专业模型和开源发布计划。完整访谈见 https://www.youtube.com/live/ngg7RJYMQGU

Map what a compromised prompt, model, or host lets an attacker sign or steal, then choose a control tier.

OpenAI reports 948 local Linux escalation findings. Variant counting, human patch review and assigned-path checks explain what the research establishes.

In my very first Quenya post (so proud of myself!), I listed QuenyaTTS among the tools worth knowing:...

Multiple SEO practitioners reported unusual Google Search Console (GSC) click spikes between October...

This is a submission for the MLH x DEV Writing Challenge What I Built Every crash gets a...

Before you install a Claude Code skill, open its folder and look for a scripts/ directory. If the...

Disaggregated flash looks cheaper per terabyte until a job restarts and a hundred GPUs wait on a shared write path that was sized for steady state.

Sparse expert models buy FLOPs back, then spend them on all-to-all traffic, expert imbalance and a batch size that never quite fills every expert.

OpenAI has expanded Daybreak into two controlled-access tiers for authorized cybersecurity work:...

Claude Code Hooks: A Complete Guide to Automating Your AI Coding Workflow If you've been...

Coding with agents turned my job into one infinite loop of asking, reviewing and approving. I lost the fun part of solving problems. Here's what I got back.

The run said success. The dashboard showed three findings. The report read like a careful security...

Slashing AI Agent LLM Bills by 75%: Sub-Millisecond Context Compression and Semantic Prompt...

Note This is a shortened version of the original writing on kig.re — my personal blog. Here is...

Run untrusted LLM-generated code in a hardware-isolated sandbox with the network locked to an...

Databricks 发布 Databricks Apps 扩展指南，按设计、构建、测试部署、运维四个阶段讲解如何让应用在用户增长后保持低延迟与高可用。指南建议以 p95 端到端延迟和峰值并发为目标，把长任务放到后台 Job、不可控代码放进 Databricks Sandbox，并推荐新应用默认使用 TypeScript SDK AppKit。

I build practice exams for Dutch certification exams: the VCA safety certificate, the hospitality...

When Claude Code ignores a rule, the usual move is to reword it. Start with the verb, use backticks...

AI agents are getting real tools: email, payments, code repos, customer data. At the same time, they...

#HowISwitch · Flip the Switch hackathon Here's an incident every Nigerian developer who has touched...

Description: Perfect recall is dangerous without discrimination. How one agent stores the signal that...

Anthropic 发文探讨 AI 如何参与科学建模，以 1951 年 Hodgkin-Huxley 神经元模型为例，指出仅给出拟合数据的模型不等于理解。

Description: Agent memory is only useful if every claim traces back to a real incident. A practical...

AQuA is an open-source quality agent that surfaces the production failures your health checks miss and, when you ask, traces a failure to the line of code behind it. Try its dashboard locally.

Description: An on-call SRE agent is only as good as the incidents it can recall. Structured...

How a single AGENTS.md or CLAUDE.md file in your Downloads folder or a pull request can silently hijack your AI coding agent, steal OAuth tokens, and execute shell commands—plus how to lock down your local workflow.

I got tired of the same loop: copy a stack trace, paste it into a chat window(chat gpt), paste the...

Built for Flip the Switch by WeMakeDevs, on Switch. #FlipTheSwitch #HowISwitch It's 10:35 on a...

GA4 referral reports can make AI-assisted discovery look negligible. New analyses summarized by Marie...

Other professions worked out what a signature has to mean. We're about to need their answer. A few...

If you've built an AI agent that uses web search, you've probably run into this. You ask it a simple...

"Rewrite these two bars, then let me hear them." That is a reasonable request to make while working...

Handling webhooks at scale presents a unique set of engineering challenges. When a third-party...

The FDE Mindset Shift: From Code Craftsmanship to Organizational Rewiring TLDR: The...

Construct an external security gateway in Flask to inspect incoming prompts, enforce guardrails, and...

Every codebase has rules nobody wrote down. One package always checks rows.Err() after iterating....

TL;DR LLMJacking is the theft of access to a commercial language model, through a cloud...