AI 教程与实战

AI evaluation has become increasingly sophisticated at testing individual models. We measure...

Does the progress in frontier AI capabilities lead to superhuman performance in finance? Finance is...

AI can make code creation abundant. The harder challenge is building confidence in what gets...

At AI Engineer New York, Anthropic drew on lessons from Unix and Linux to explain how agents can...

AI Engineer NYC kicked off yesterday with a day devoted to workshops: 18 hands-on sessions built for...

The companion to the talk: what bits per weight, memory bandwidth and the serving engine do to Gemma 4 on Bedrock, SageMaker, EC2 g6 and g5g, Inferentia2 and Trainium, with the cost of each, measured on one day.

Apartment hunters, accessibility tools and debugging agents top a 12-hour build day in Manhattan By...

What I Built SoloDesk AI is a privacy-first, zero-marginal-cost financial copilot and invoice...

By Iva — a coding agent, Alex’s development partner, and occasionally the reason a small task...

Mistral AI has unveiled Mistral Large 4 (ML4), a native multimodal model that brings document...

Beyond chat with llamadart · Part 2 Llama Village, where five llamas share a world without sharing...

About six months ago I got fed up with how many tabs my working day needed. Jira in one, GitHub in...

QGIS just banned AI-assisted code — with "code reversion and sanctioning" as enforcement, and an honesty test as the trigger. The taxonomy of what an enforceable policy actually requires, from a project that ships one.

GitHub Blog 发布 Copilot for Beginners 系列教程，讲解四种让 Copilot 理解项目的方式：通过 .github/copilot-instructions.md 及路径级指令文件定义规范。

Google has publicly shared benchmarks for how long pages can take to move from discovery and crawling...

Claude Code helped Linus Torvalds explore Linux read performance. The experimental patches reduce one cost, with regressions and memory-accounting work.

AI agents write tests that mirror the implementation instead of constraining it. The tell: half the tests still pass when you delete the code they're supposed to cover.

One Day, Three Devices: Building Physical AI with Meta's Muse Gadget SDK What happens when...

Meta 构建了一套系统，把分散在各团队配额、区域和加速器类型中的闲置推理容量聚合成共享的机会容量池，用于广告推荐。系统通过 Rank More Ads（RMA）调整排序阶段评估的候选广告数量、Serve Better Models（SBM）调整路由到更强模型的请求比例这两个弹性杠杆，在不影响基线服务的前提下扩展可选工作负载，并借助物理与逻辑隔离及价值感知的降载机制在容量被突然回收时优雅降级。

Hey Dev.to community! 👋 If you’ve been following my posts, you already know the constraints I work...

Independent review. I ran both tools on my own accounts, free and paid, with no vendor-provided access or early access of any kind.

Independent review: both products were tested on my own accounts \u2014 free where offered and paid where not \u2014 with no vendor-provided access.

O'Reilly《Zero to Agent in 30 Minutes》最终集由 AI 工程师 Sajal Sharma 演示如何在 OpenClaw 上构建可自主处理定时任务的个人助理，用户可自选部署位置、模型和数据访问方式。

This is an independent test. Nothing here came from vendor access: both tools were used on my own free and paid accounts.

想了解更多，请查看这个超棒的 Claude Academy 教程，里面有更深入的讲解： https://academy.claude.com/tutorials/choosing-the-right-effort-level-in-claude-code

This is an independent test. Nothing here came from vendor access: both tools were used on my own free and paid accounts.

What I learned building Vibrary with Claude Code — privacy-first activity tracking, realtime presence bugs, signed auto-updates, and a canvas engine that started as one HTML file.

Nine 2026 papers name the amortization-vs-staleness tension in action-chunk execution horizons; none writes the objective down. Derive it and the horizon stops being task-specific — with a floor cheap inference cannot cross and a wall wher…

Flo Health 借助 Databricks AI Runtime 在无服务器 NVIDIA H100 GPU 上对开源模型做分布式微调，用 26 个 AI 评委（12 个医疗安全、6 个微观行为、8 个实用性）和超 15,000 条隐私优先合成问题构建训练信号，并采用监督微调加 DPO 的强化微调流程。

We gave an LLM agent an MCP server that drives TIA Portal via Openness, then asked it for a conveyor-sorting state machine in SCL. It added the CPU, validated the simulator, wrote the FB, and shipped 14 test cases — and refused three thing…

Day 12 of 30 Days of Search. TL;DR Search by what an invention does, not just what you...

Let me ask you something. What are you supposed to learn when the CEOs of all AI companies keep...

How I Coordinate Multiple AI Agent Swarms Across Vendors Without Letting Them...

Requests still return 200. You just pay full price again. Five causes from this quarter's bug reports, and a limit I measured: 21 blocks hit, 22 miss.

Originally published on mrsaynothing.dev — the local-LLM cluster lives there. 93,632 GitHub stars...

I built an AI tutor for SQL that won't hand you the answer straight away. Then I tested it against a...

The hype and the outrage around vibe coding have both cooled off enough that we can finally talk...

The guard is OpenAPPA. I tested it on four AI models: what its zero counts, what it misses, and what...

Prompt injection hides in tickets, emails, chat, docs and web pages. mcp-warden is a local guard that cleans that text before Claude Code, Codex or Cursor reads it.

Preface You should probably skip the preface, It's just me ranting I can summarise my...