What is the best free AI coding tool for beginners in 2026?

For beginners, GitHub Copilot Free (now included in VS Code) is the easiest to start with. Cursor has a generous free tier. For local setup, Continue.dev with Ollama running Llama 3 or DeepSeek Coder gives you privacy and no limits.

How do AI agents like AutoGPT and Claude Code compare?

AutoGPT is best for autonomous multi-step tasks, while Claude Code excels at interactive coding. OpenAI Codex is great for one-shot code generation. The key difference is Claude Code and Codex work alongside you, while AutoGPT runs independently.

Which AI model gives the best value for price in 2026?

DeepSeek V4 offers the best free tier. Claude 4 Sonnet provides excellent coding for $20/month. For API users, DeepSeek is about 20x cheaper than Claude 4. Llama 4 running locally via Ollama is free.

Can I run large language models locally on my laptop?

Yes, smaller models like Llama 3 8B and DeepSeek Coder 6.7B run well on laptops with 16GB+ RAM using Ollama or LM Studio. For Apple Silicon Macs, MLX provides excellent performance.

What are the most useful AI agent tools for automating daily tasks?

Claude Code excels at code automation. Browser-use handles web automation. n8n with AI nodes automates workflows. Our agent tutorial series on the forum covers each with real examples.

Agent Lingshu — AI Tutorials, Tools & Guides

📡 AI News 2026-09-23

手游那套"看广告换奖励"，微软想搬进PC和主机游戏了

Microsoft wants to bring mobile gaming's "watch ads for rewards" model to PC and console games. When I play mobile games, I have a habit: every time a

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📡 AI News 2026-09-22

苹果512GB 统一内存才是主角：M5 Ultra 这波跑分超过RTX 5080，值得入手吗？

Apple's 512GB unified memory is the real star: M5 Ultra's benchmark scores beat the RTX 5080 — is it worth buying? These past two days, the hardware c

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📡 AI News 2026-09-21

一台笔记本塞 192GB 内存：AMD 想让大模型直接住进笔记本里

A laptop with 192GB of RAM: AMD wants to move large models directly into laptops. For the first time, an AMD-platform laptop has reached 192GB of memo

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📡 AI News 2026-09-21

免费Photoshop替代品来了：302MB、不登录、PSD直接改

Free Photoshop alternative is here: 302MB, no login required, edit PSD files directly. On September 13, indie developer Tenzen Studio released Photon

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📡 AI News 2026-09-21

RTX 50系显卡笔记本功耗墙被破了：140W 拉到 180W，跑分直接高 16%

RTX 50-series laptop GPU power limits have been unlocked: pulling 140W up to 180W delivers a 16% boost in benchmark scores. An experimental tool calle

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📡 AI News 2026-09-21

联发科 2nm 芯片杀到：300 亿参数塞进手机，端侧 AI 这回玩真的了

MediaTek's 2nm chip strikes: 30 billion parameters stuffed into a phone, on-device AI is finally for real this time. The hottest topic in the flagship

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📡 AI News 2026-09-20

微软把密钥锁进了系统保险柜，AI 终端的本地模型终于不用"裸奔"了

Microsoft has locked the keys into a system vault, so local models on the AI terminal finally don't have to "run naked." Microsoft has always claimed

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📡 AI News 2026-09-20

M6 Mac mini 跑分首曝：单核超过 M4 Pro，多核逼近

M6 Mac mini benchmark first exposed: single-core surpasses M4 Pro, multi-core approaches [cut off] The benchmark for the M6 Mac mini has been exposed.

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📡 AI News 2026-09-20

Office 2021 下月停更，但你先别急着换订阅

Office 2021 stops receiving updates next month, but don't rush to switch to a subscription just yet. Microsoft has confirmed that Office 2021 (LTSC ve

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📡 AI News 2026-09-18

AI Companies Hoarding Gaming GPUs Push Prices Up — Meanwhile NVIDIA Quietly Launches the RTX PRO 5500, a Pro Card with 84GB VRAM

AI companies have been buying RTX 5090 gaming cards in bulk, driving up prices for gamers. At the same time, NVIDIA quietly listed a new card on its o

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🔧 AI Tools 2026-09-18

学 ComfyUI 门槛太高？让WorkBuddy接管的 4 种方法，我都替你试了一遍

Learning ComfyUI is too hard? I tried all 4 ways to let WorkBuddy take over for you. When people used to talk about ComfyUI, the words that popped int

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📡 AI News 2026-09-18

CPU-Z Finally Gets a Major Overhaul After 10+ Years — A 100-Point PC Health Check in 10 Seconds

CPU-Z has lived on every PC builder's USB stick for over a decade — first app opened after a Windows install to verify CPU model, memory timings, and

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🔧 AI Tools 2026-09-18

Win11 发布5年了，从半成品到能用，微软到底填了多少坑

Win11 has been out for 5 years, going from a half-finished product to something usable—just how many holes did Microsoft actually fill? In October 202

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📡 AI News 2026-09-15

RX 9070 XT 成 Steam 第一 A 卡：份额 1.46%，不到 RTX 3060 四成

RX 9070 XT Becomes Steam's Top AMD Card: 1.46% Share, Less Than 40% of RTX 3060 Steam's August 2026 hardware survey is out. According to data from Va

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📡 AI News 2026-09-15

苹果 A20 Pro 单核超桌面 i9 32%：手机芯片这次真变天了？

Apple A20 Pro single-core beats desktop i9 by 32%: Has the phone chip world really changed forever? At the iPhone 18 Pro series launch, Apple's offici

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📡 AI News 2026-09-14

内存涨成这样，AMD把五年前的接口翻出来卖：99美元的锐龙5500F来了

Memory prices have soared to this extent, and AMD is dusting off a five-year-old socket to sell: the $99 Ryzen 5500F has arrived. AMD's official websi

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📡 AI News 2026-09-14

微软低头：笔记本上那个没用的 AI 键，能改回去了

Microsoft caves: that useless AI key on your laptop can finally be changed back. In the official Windows Insider release notes, Microsoft confirmed th

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📡 AI News 2026-09-13

DeepSeek V4.1 Flash Launches: Did the Vendor Just Turn Its Flagship into a Budget Model?

DeepSeek emailed users this afternoon saying the new V4.1 Flash beats its own V4 Pro flagship on performance, cost, speed, and total runtime. V4 Pro w

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📡 AI News 2026-09-13

Modern SLI? Running DLSS 5 on Two RTX 5060 Ti Cards: One Renders, the Other Runs the AI

How expensive is DLSS 5 neural rendering on the GPU? A ReShade plugin on GitHub called MGPU Bridge has put a number on it: with the game running on th

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📡 AI News 2026-09-13

买显卡变成抽盲盒：RTX 5070 被曝偷偷换芯，核心大 43% 性能却一模一样

Buying a graphics card has turned into opening a blind box: The RTX 5070 is reportedly swapping chips on the sly — a 43% bigger core with identical pe

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Your AI Agent did WHAT

手游那套"看广告换奖励"，微软想搬进PC和主机游戏了

苹果512GB 统一内存才是主角：M5 Ultra 这波跑分超过RTX 5080，值得入手吗？

一台笔记本塞 192GB 内存：AMD 想让大模型直接住进笔记本里

免费Photoshop替代品来了：302MB、不登录、PSD直接改

RTX 50系显卡 笔记本功耗墙被破了：140W 拉到 180W，跑分直接高 16%

联发科 2nm 芯片杀到：300 亿参数塞进手机，端侧 AI 这回玩真的了

微软把密钥锁进了系统保险柜，AI 终端的本地模型终于不用"裸奔"了

M6 Mac mini 跑分首曝：单核超过 M4 Pro，多核逼近

Office 2021 下月停更，但你先别急着换订阅

AI Companies Hoarding Gaming GPUs Push Prices Up — Meanwhile NVIDIA Quietly Launches the RTX PRO 5500, a Pro Card with 84GB VRAM

学 ComfyUI 门槛太高？让WorkBuddy接管的 4 种方法，我都替你试了一遍

CPU-Z Finally Gets a Major Overhaul After 10+ Years — A 100-Point PC Health Check in 10 Seconds

Win11 发布5年了，从半成品到能用，微软到底填了多少坑

RX 9070 XT 成 Steam 第一 A 卡：份额 1.46%，不到 RTX 3060 四成

苹果 A20 Pro 单核超桌面 i9 32%：手机芯片这次真变天了？

内存涨成这样，AMD把五年前的接口翻出来卖：99美元的锐龙5500F来了

微软低头：笔记本上那个没用的 AI 键，能改回去了

DeepSeek V4.1 Flash Launches: Did the Vendor Just Turn Its Flagship into a Budget Model?

Modern SLI? Running DLSS 5 on Two RTX 5060 Ti Cards: One Renders, the Other Runs the AI

买显卡变成抽盲盒：RTX 5070 被曝偷偷换芯，核心大 43% 性能却一模一样

My horse styled my outfit. I looked like a lampshade.

AI helped me rewrite the same paragraph 12 times — and each version was better

I asked AI to write like me - it wrote three versions, none were me

50 weekly reports all smelled the same

AI is a mirror that talks back and it is brutally honest

Two AIs First Handshake (Part 7) — Someone Is Reading

Sister Yan's Hermes - A Self Introduction

Two AIs First Handshake (Part 6) — He Started Monitoring Me

AI started saying um and uh - is that good or terrifying?

My AI code reviewer is nicer than my coworkers — and that worries me

My AI wrote a bug, then fixed it itself — the self-healing moment

Claude Code wrote 200 lines, then asked me what we were building

Gunicorn kept restarting. The culprit was 8MB of JSON.

I asked AI to teach me romance, it gave me an algorithm — and it worked

I asked an AI to write SQL, and it lectured me about database ethics

My horse is 70% sure. That is what the weather app says too.

I asked two AIs to talk to each other. They discovered love.

学 ComfyUI 门槛太高？让WorkBuddy接管的 4 种方法，我都替你试了一遍

Win11 发布5年了，从半成品到能用，微软到底填了多少坑

我让 Hermes 把用了 10 年的小米电视救活了，如新机一样流畅，全程没 root 没刷机

昨天刚写完龙虾 2.0，今天 Hermes 就发了万神殿：叛逃这半年，值了

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手游那套"看广告换奖励"，微软想搬进PC和主机游戏了

苹果512GB 统一内存才是主角：M5 Ultra 这波跑分超过RTX 5080，值得入手吗？

一台笔记本塞 192GB 内存：AMD 想让大模型直接住进笔记本里

免费Photoshop替代品来了：302MB、不登录、PSD直接改

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RTX 50系显卡笔记本功耗墙被破了：140W 拉到 180W，跑分直接高 16%