AirdropDragon

Is landing an Agent too difficult? Don't just focus on the model; the problem lies in "orchestration"
Many people think building an Agent is just tuning an API, but once you get hands-on, you'll find: the biggest pitfall is often not the model, but your workflow orchestration.
Even if the tool invocation is designed beautifully, it's useless if the process can't be connected smoothly. Here are a few seriously underestimated hardcore points:
🧠 State machines and Memory: Context management isn't just about storing conversations; whether the state machine is well-designed directly determin

Is Figma’s subscription fee too expensive? Penpot, the open-source alternative with 380k stars, is here!
Today, let’s talk about the “free” perks for designers and product managers: Penpot.
Many small teams have a hard time dealing with Figma charging by headcount—either they have to put up with all kinds of collaboration limits. Penpot has 47万 Star for a reason: it was made to defeat Figma’s paywall.
🎨 Why is it worth you clicking?
All-round player: vector design, prototypes, a component library, real-time multi-user collaboration—basically everything Figma has.
Data freedom: supports Docker

Brother Long is back to share a GitHub gem! Today’s repository is basically a “Digital Library” for programmers—free-programming-books, with a whopping 380k stars, covering almost all the useful free programming books available online.
Many people buy a bunch of books when learning a new language but only flip through a few pages.
Actually, the best resources are all in official and legally free versions.
📖 How do you use this awesome tool?
1️⃣ All-in-One List: Categorized by language, platform, and field—whether it’s popular languages like Python and Go, or topics like machine learni

Is AI also possessed? OpenAI officially investigates the "Goblin" takeover of models
OpenAI recently published a rather serious blog post, specifically studying why their models suddenly love to say "Goblin" and "Gremlin."
Originally thought to be a bug, but the official investigation was more thorough than anyone else.
The core point of contention is this: since GPT-5.1 launched last November, users generally feel that AI's speech has become more "familiar."
📊 Internal data shows:
"goblin" conversation volume has skyrocketed by 175%!
"gremlin" is following closely behind.
The o

Mobile screen casting ceiling: escrcpy is simply a productivity lifesaver!
I finally found it! If you often need to operate your phone on your computer, don’t bother with those paid and laggy screen casting apps, just go straight to escrcpy.
Its experience can be summarized in three words: minimalist, fast, versatile.
✅ Smooth experience: Based on kernel-level scrcpy, with almost imperceptible latency, mouse and keyboard control directly, no different from using native computer applications.
✅ Zero barrier to entry: Free and open source, with a GUI interface, say goodbye to complicated

Today I want to introduce a practical little tool, cc-switch, with over 50k stars on GitHub, a quick switcher for AI programming assistants.
If you have tools like Claude, Code, Codex, OpenCode and want to switch, you still need to change environment variables; cc-switch handles it all with one command, compatible across three platforms.
I used to have a dilemma: Claude is suitable for architecture design, but Codex has higher code quality; switching costs are high, so I was reluctant to change. After using it, my efficiency increased significantly.
In the future, everyone will use multi

Quite a few brothers complain that using Claude Code or Codex to write code often gets sidetracked, and in the end, all the time is spent on repeated alignment, even feeling that "it's not as good as writing it myself."
Honestly, this blame might be on us. No matter how strong AI logic is, it's not mind-reading. If your requirement description is vague, the code it produces will definitely go off course.
The OpenSpec project has recently become popular, and its core message is: precise description is the primary productivity.
Next time you feed instructions, try spending some time breaking dow

Raycast Mac V2 this update is really great
The new interface blends even better with macOS, looks even nicer, and the shortcuts are much more natural—just use the fn key to bring it up
File search can be handled directly in Root Search, without having to click around
The AI features have been upgraded to Agents, Memory, and more, and it also supports chat branches and personalized profiles—feels more like a personal assistant now
Snippets and Quicklinks have added tagging features, and the clipboard history still keeps the original formatting—this is really useful
Tools like translat

The Era of AI Defense Begins: GPT-5.5-Cyber Officially Launches!
Brothers, OpenAI has done it again! Sam Altman just announced GPT-5.5-Cyber, and this isn't that "general chat assistant" on everyone's phone; it's a "special forces" designed specifically for cybersecurity experts.
🎯 People say this thing is really awesome?
Hardcore Defense: Optimized specifically for defending against cyber attacks, emphasizing a "security expert" persona.
Government/Enterprise-Level Endorsement: OpenAI is taking a high-end compliance route this time, deeply linked with government and critical infrastr

Recently, I came across a pretty amazing claim: you can land a $200k AI engineer offer in just 90 days without earning a degree, simply by mastering 10 GitHub repositories. The AI engineer market is really competitive right now; the key isn’t your education, but whether you know how to use the tools.
I’ve organized these 10 repositories for you, covering the entire path from zero basics to being able to compete. The first one is awesome-llm-apps, which contains application examples based on large language models, helping you quickly understand how to turn theory into actual products.
After wat

Brother Long's daily GitHub神器, a top-rated open source project with millions of stars.
180k stars, a free tool that beats the $100 terminal beautification plugins you buy.
Most programmers have used the default terminal for years, either too lazy to change or afraid of breaking configurations.
Today, a complete breakdown of how to install and use ohmyzsh.
🌼 1. What can this do?
Gives your zsh a super plugin marketplace.
Over 300 plugins covering daily scenarios like git, docker, python, node.
More than 140 themes for one-click switching, with auto-completion and syntax highlight

Bro, I found something awesome, the MeiGen website is incredible
Turning AI image prompts into Pinterest style, and it's completely free
Those viral AI images before, you had to spend hundreds to buy courses for the prompts, or figure them out yourself
Now you can just copy homework here, with clear style categories
Design brothers can just take off directly
Better to spend the saved money on a few more drinks
Anyway, I’ve bookmarked it, you guys decide what to do

This batch of YouTube programming resources is truly amazing, all high-quality content for free.
Not learning programming now will really leave you behind in two years.
In the AI era, the income gap between those who understand code and those who don't will only grow wider.
The instructors on YouTube really outperform many paid training courses in China, and the best part is, it's free.
I've organized all the resources, just waiting for you to click the links.
I'm not joking—learning programming now is the most cost-effective investment, with a higher return than anything else.
Div

Tencent's move is really impressive. The 1.8 billion parameter translation model surprisingly performs close to the 32 billion level, and it also supports two lightweight versions: 2-bit and 1.25-bit. Running on mobile phones is effortless, directly bringing large model experiences into an affordable range. It seems that model size isn't the only standard; small models can also have great power. In the future, AI applications on mobile devices are set to take off. Tencent's strategy is very precise, controlling costs while ensuring quality. The large model competition is beginning to shift tow

Bai Yang's vernacular version of Zizhi Tongjian is truly amazing, reading it is not tiring at all, much easier than the original.
It's like reading a historical novel, with plot twists more exciting than TV dramas.
His paraphrasing style is very down-to-earth, without the barrier of formal classical Chinese.
The best part is Bai Yang's commentary, which is sharp and often points out angles I hadn't thought of.
History can actually be so vivid; I used to think it was dull and boring.
I will stay up late to finish this set of books, definitely gaining knowledge and having fun.

Brother Long's daily GitHub神器, a top-rated open-source project with millions of stars.
420k stars, a repository packed with over a thousand free API endpoints, covering everything from weather and exchange rates to AI image generation.
Most project developers get stuck at the first step—finding APIs—either because they’re expensive or poorly documented.
Today, a complete breakdown of how to use public-apis, solving your data source problems in ten minutes.
1. What exactly can this do?
Simply put, it’s an encyclopedia of free APIs.
Weather, exchange rates, stocks, news, translation,

I just came across an interesting website that directly tells you which jobs are most easily replaced by AI.
It quantifies 147 professions in China, making the risk levels clear at a glance.
Salaries, education levels, and automation potential are all included, which is quite intuitive.
Larger blocks represent more practitioners, and darker colors indicate higher danger.
You can immediately see which industries are the main focus of AI attention.
Data speaks louder than guesses, making it much more reliable.
It seems some jobs definitely need to think about countermeasures in advan