Longform / editorial index
Article-length public writing, indexed flat. Standfirst, topic desk, and reading time are printed up front so you can judge before you enter.
Can I still board the old Cursor? IDE ➕Coding ➕Reading is something I've been thinking about for a long time. CC, Codex made me ten times more efficient and produced a lot...
A single tool approval begins to lose global semantics when the model can be tried for hours on end. On July 20, 2026, OpenAI unveiled an on-premises pause. A generic model that...
Everyone is interested in the fact that GPT 5.6 sol output speed is 12 times faster than Kimi K3. Let me list the relevant materials to read together: Group 1: Where...
How to work with GPT 5.6 Sol together with Kimi K3? This is my suggestion after testing. In a word: Sol is a better "brain", K3 is a cheaper "stamina + long memory". The matchin...
The output speed of GPT 5.6 sol is approximately 12 times that of Kimi K3! Everyone feels that K3 is much slower than GPT 5.6 sol. This is indeed the case in my experience...
The composition of HyperFrames uses HTML, CSS and JavaScript as the main intermediate representations. The picture structure, time attributes and GSAP animation are all saved in...
A summary of the best articles on Graph Engineering! Prompt, the next engineering paradigm from Loop to Graph, determines how the Agent starts. Context determines what the Agent...
Why does Codex crash every time I open it? Finally found the reason! Because I am a heavy user of Codex, I usually start with 6G of memory, and sometimes it will...
ChatGPT Work: AI starts delivering work for you In the past, we used ChatGPT to get answers. Now, OpenAI is thinking about another thing: letting AI pick up a complete target, f...
When many people discuss coding agents such as Codex and Claude Code, their first reaction is model capabilities: whether they can read code, correct bugs, and...
After carefully reading Kimi K3’s official technology blog, here are a few points that I think are great: 1. 3D Open World: Upgrading from writing code to delivering a runnable...
Indeed, when people are in this mode of small input and massive output, it will really affect their thinking and brain. Not only will they become sluggish, but it will...
Recently I am doing a very specific thing: using the source code of pi agent and a set of small exercises. I hope that Codex will be responsible for the reading history, combing...
Personally tested it and it works! From now on, you have a smart model routing locally, which is fast and saves money. 💰 The model routing is working well this time. It...
On July 10, 2026, I put GPT-5.5 and GPT-5.6 SOL into the same Codex execution chain and performed five sets of front-end tasks in succession. Five scenes, ten pages, and...
fireworks-tech-graph Biggest update yet! 🎉This was originally a small open source project and has accumulated 8.5k stars after several months of development. Thank you...
So the question is, who will be the third child of the Yusan family? 🤔 On Claude's side, Sonnet 5, Fable 5, and Mythos 5 have already rolled out the model echelon, and...
My first heavy duty job with GPT 5.6 sol blew me away, kudos! I suggest you send this sentence to your Codex and wait silently for the output results. You will come back...
gpt 5.6 sol is loaded, reset, start biu biu biu Don't go to the typhoon on the weekend, just stay home and code with 5.6 sol. What is the biggest difference between gpt 5.6 sol...
Video entrance Opening keynote: https://www.youtube.com/watch?v=GMIWm5y90xA The capability curve: https://www.youtube.com/watch?v=tP4MGcJ80Y0 How to get to production...
The significance of J-space is to give the previously black-box model reasoning an opportunity for observability and human intervention and control, so that corrections can...
fireworks-desgin Big update! Now it’s great. Feel the violent aesthetics of using loops and dynamic workflows for front-end page design, and you can reach 90 points in...
Original video: WF2026: Software Factories & Keynotes ft. Microsoft, OpenAI, OpenClaw, Z.ai (GLM), MiniMax, HF Link: https://www.youtube.com/watch?v=htM02KMNZnk Start I just fin...
Source Original video: What does the next training paradigm look like? Channel: Dwarkesh Patel Link: https://www.youtube.com/watch?v=20p5-kQXF_Q Start In this video, Dwarkesh Patel
Run the SEO/GEO visibility loop once a week. The SEO/GEO visibility loop in the Loop Library is very suitable for content-based products, developer tools and SaaS official websi...
Loop Engineering recommends: At the end of each day, let the agent do an architecture physical examination. The original prompt word of the architecture satisfaction loop is ver...
The most worth-watching high-quality videos in the field of AI in the past two weeks! 1. Official Team - Bloomberg Odd Lots × Anthropic Co-Founder: Anthropic's Co-Founder and To...
The rapid development of products such as Agent, Codex, and Claude Code has led to the emergence of a number of new terms in the field of AI engineering: Prompt...
Summary of the best articles of Loop Engineering! After Agent began to focus on long tasks in 2026, the focus slowly became: How to design a loop system that can...
If you want to truly understand how LLM is trained, CS336 is the most worthy set of open courses to learn the system. Building a modern LLM engineering stack from scratch covers...
The camera motion capture function of unreal engine 5.8 is amazing! In the past, to achieve high-quality digital human performance capture, the face and body were...
Let's say you're the head of technology at a technology company. Last year, you used GraphRAG to build an internal knowledge base and used 20,000 contracts to do PoC. The...
When dynamic workflow and front-end design are combined, there will be unexpected effects! Share an open source project: fireworks-design This project is easily misunderstood as...
If you look at the picture below, it should basically cover the daily usage scenarios of ClaudeCode or Codex partners. These are some intermediate processes of a website...
Another big job, very satisfying! Combining dynamic workflow mode + Loop Engineering, we created an open source project that replaced Claude Design: Fireworks-design...
Claude Fable is for enterprises to replace traditional mid-to-high-level development, and the ROI is positive. After the release of the Claude Fable model, I saw many crazy exam...
There has been a heated debate in overseas AI circles these days. Matt Van Horn sorted out this debate in “WTF Is a Loop? Peter Steinberger vs. Boris Cherny”: You shouldn’t be p...
Five Traps of Agent Harness 1. Self-evaluation is a trap. Use an adversarial evaluator. Self-evaluation is a trap. Use an adversarial evaluator. Many teams will do this: Agent g...
Let me ask you a question, have you heard of or used more than half of the Agent products mentioned in the picture below? More than a third? Over the past 25 years, in less than...
Agentic Workflow is the most common enterprise scenario. Today I read a sharing about how to define a stable and reliable Agentic Workflow within the enterprise. To summarize br...
When Agent acts as the first citizen, there are three key changes: 1: Agent is not a revolution, but an acceleration. It does not change the basic structure of software evolutio...
From Device Plugin to DRA, I systematically reviewed the evolution route of Kubernetes device resource management. Hardcore post from AI Infra! Collect it first and then...
Pi Agent = customizable coding harness / agent workbench Pi Agent can be understood as a minimalist, self-transformable terminal coding agent harness. It is not a general orches...
If you are a heavy Codex user, do you always have request limit on a few days every month? Starting from this month, the 100-dollar Pro user quota has returned to the regular 5X...
I have reorganized the content of this podcast of Latent Space. It is worth taking a look at the in-depth discussion and sharing related to asynchronous Agent. I also...
From the evolution of synchronous Agent to asynchronous Agent, I systematically sorted out the relevant content! The watershed between Async Agent and ordinary Agent is not "whe...
My wife recently started eating natto at home. I originally didn’t like the sticky feeling, but I saw that natto has high nutritional value and is very healthy. The most importa...
In the afternoon, I was surprised when I saw the news about the layoffs of a large factory posted by @MaxForAI, and then I sent a private message to verify it. I still believe M...
This is one of the reasons why I love Codex 🔥 Many old users have regarded "Codex reset" as a new holiday in the AI engineering circle 😂 Especially in high-intensity...
A picture shared by engineer Claude accurately describes the three most common problems of long-task agents: the inability to keep track of the state, the inability...
After Sonnet 3.5 came out, both Anthropic and users found that its coding capabilities were particularly strong, and an adventure based on coding capabilities began. The concept...
This DeltaBox solves the sandbox state rollback problem of Stateful AI Agent. Agents will continuously change the file system, process status, tool status, and environment varia...
There is a question that has always made me feel a little strange: many people regard AI as a speed-increasing tool. It used to take half an hour to write an email, now...
SpaceX’s Starship Flight 12 this time is much like a physical version of an IPO road show. The latest V3 starship took off from Starbase, completed a flight of about one hour, r...
Codex’s weekly active developers exceed 4 million! Codex is definitely OpenAI's most popular chicken. It has reversed the decline in one fell swoop and turned from defense to of...
The main line of Agent development in 2026: moving from Agent Framework to Agent Runtime. The most obvious change in 2026 is that the Agent technology stack begins to be layered...
If you only spend 3,000 RMB to make a video, it can bring 10 million video views on the entire network, and there will be Hollywood AI film and television company...
FSD enters China: Autonomous driving begins to fight the "long-tail war". After China is included in Tesla's FSD Supervised country list, the focus of autonomous driving...
Visualize that with the rapid development of agent cli and harness, the interaction and logic core will soon be reconstructed by Golang, which is very suitable for...
There are more than a hundred and five thousand subscriptions. I don't know if there will be any surprises when I wake up. I often write in advance to celebrate the 5k subscript...
Don't let the AI Agent step on the same pit a second time. I recently saw an interesting open source project: RoBrain RoBrain is the "decision memory layer" of the AI programmin...
Using the WeChat CLI recommended by Arbor Teacher, I tried a reading method that is very suitable for technicians. Let Codex see what I'm really doing during this time...
How should you combine goal and display using subagent for codex? along with their technical principles and some typical scenarios. goal is responsible for “what exactly is...
What is the difference and connection between Main Agent, SubAgent and Goal in Codex? The Main agent is the one who is currently talking to you. It is responsible for understand...
A Harness Engineering Best Practices case completed in collaboration with Codex. Today, the friends saw that Codex was about to reset the quota again, so they adjusted...
A new way to play "Codex app" on mobile! The mobile "Codex app" essentially does not have a separate development environment, it is just the Codex remote console in the ChatGPT...
Is Grep All You Need? If you are still thinking of “rag = Vector Database” as the default answer, then I recommend that you read this paper. It is a bit counterintuitive: the au...
The most interesting thing about Tencent's Agent Memory open source project is that it uses a lightweight symbol-like traversal method to manage complex memory relationships. Th...
CRM is degenerating into infrastructure. What is really valuable is the AI orchestration layer.⚡️ We have actually seen such a history once. At that time, Facebook had a friend...
6-11: 6. Evals: LLM-as-judge + human evals Official Document | OpenAI Evaluation Best Practices — Learn eval rubric, the applicable conditions for LLM-as-judge, the role of huma...
Based on the recommendation of the boss, I combed through a list of high-quality AI Engineer learning materials, which is worth collecting and learning! Too dry, too...
Teacher Xiao Jie has not finished listening to the podcast of DeepMind AI boss Yao Shunyu for nearly 4 hours. There are a few impressive places: the original two yao...
AI Coding is now entering a very interesting phase. In the past, the most discussed topics were model capabilities, context length, Agent Loop, Tool Use, and automated programmi...
The Agent memory system is moving from "storing more and more" to "using more and more accurately". Mem0's latest release, Memory Decay, is noteworthy. It addresses not...
HTML might be the real interface of the agent era. Markdown is great for notes. But agents do not just need notes. They need interfaces they can understand, manipulate, simulate...
It is highly recommended that you read this long article written by Thariq, a core member of ClaudeCode: he brings an interesting perspective. HTML is the real working interface...
This development brother has open-sourced a job-seeking artifact with technical content. The 🏷️core competencies are: AI empowerment. The whole process of job-seeking can...
Anthropic has just published a very important research agenda. AI is now a systemic issue of economic diffusion + security resilience + social governance + accelerated scientifi...
During this time, I have been using the Codex App and the Codex CLI to develop iOS Apps at the same time, especially in the SwiftUI + Xcode workflow, and it is becoming...
Many people think that the difference between Codex CLI and Codex App is just: "One terminal, one GUI". But once you really start using the computer, you will find that...
The OpenAI Agent SDK is crazy! The "Harness/Compute Separation" architecture completely solves the security and scalability pain points of the long-range Agent. The🔥...
Don’t treat impressions as traffic: I looked at getdesign.md and found that it is more like a programmatic SEO site that is very stable and worth learning. I first...
Teacher Wu Yun’s introduction to codex goal is very detailed. I recommend everyone to read it. At the same time, I will share a sample goal command that I verified and sent a fe...
What is the limit of long Agent tasks? What I gained after running the codex goal for more than ten hours. I have also thought about this problem before. Is a simple agent loop...
Try this cli radio, you can listen to music, podcasts and news while vibe coding. Why do you want to do this? The reason is very small, just want to make some sound when writing...
Post something fun. What type of music is suitable for listening to when using codex immersively? This is a playlist specially customized for vibe coders. This is the advice Cod...
Using Codex goals well can truly unleash the potential of the GPT 5 model! OpenAI's recently disclosed directions for Codex are obviously going in the following directions: - Lo...
This fan lamented that it was so difficult to get the ICML paper approved, and he carefully checked the probability that it felt like the imperial examination....
Many people discuss Agent, and their focus still remains on: - Is the answer correct this time - Is the tool adjusted accurately this time - Is the task completed this...
Codex can actually not only do coding, but can also be used as a training partner! Try the following: 1. First define "real mastery". Don't regard "understanding" as mastery. Fo...
How to make Codex Silky continue to run long tasks? Make good use of these two commands codex --full-auto: suitable for 80% of daily scenarios. If your goal is to have Codex int...
Recently, I have a more obvious feeling: Codex is so easy to use that it is addictive, but as long as it is interrupted all the time, the state will be broken. What annoys me mo...
I've become a bit addicted to Codex recently. Then I quickly encountered my first real pain point: one account was simply not enough. It’s not that I don’t have...
I spent one night testing a set of Codex + skill action short film workflow using SeedDance 2.0 API. The goal is not to make a "moving picture", but to make a continuous...
This direction is interesting: Skill +RAG The core pain point of the traditional search-enhanced generation (RAG) system is the persistent failure that cannot be solved...
RLMs are the new inference models. Inference models are the first clear demonstration that language model capabilities can be extended with test-time computation. Recursive lang...
Thank you for your recognition and feedback. I quickly updated the third version. This version is already very stable and I am quite satisfied. It is highly recommended that eve...
🔄 Fireworks-tech-graph major version update! Thanks again to @berryxia and all my friends for their support. More than 100,000 exposures were made in one day. I didn’t do anyth...
One of the most annoying things about writing technical articles: drawing pictures. The structure that is very clear in my mind is always misaligned, the color is ugly, and the...
Just shipped: fireworks-tech-graph 🔥 Stop writing Mermaid DSL. Stop clicking around Just describe your system in plain English → get a publication-ready SVG + PNG diagram in se...
A short story about Cursor's counterattack. Cursor follows the path you mentioned - deeply distilling the programming scene to the extreme. The valuation in 2024 is several bill...
Why does ClaudeCode use plain text + file system as its RAG system? Claude Code adopts a "plain text + file system" RAG design and completely abandons their...
Fireworks-skill-memory major update! ! I received a lot of feedback after I posted it last time. I launched v4 today and fixed several real problems I found after using...
Why is this Harness open source project worth using? Claude Code's Skill ecosystem is rapidly expanding (official plugin marketplace + community skill). But "Claude can't rememb...
A Harness engineering practice, I open sourced it! It’s quite interesting. After using Claude Code for two months, I discovered a crazy problem: it keeps making the same mistake...
that's right Andrey, I'm an architect. Base on my expreince: The most difficult part of building software applications is orchestrating various services: account systems, paymen...
Lin Junyang’s latest must-read masterpiece! AI has shifted from "reasoning thinking" to "agentic thinking". 🏀The frontier of competition is shifting from "better...
A post that Andrej Karpathy reposted from Garry Tan (YC CEO) in February 2025 went viral some time ago. Elon Musk wasted no time and grabbed a sofa: This is Garry Tan’s original...
Sora's departure is a good thing for OpenAI and AI entrepreneurs. Big companies do big things! I just woke up in the morning and saw that a group of friends had...
Why do many claude code query tasks require the use of file search commands? Is there no other better way? I asked CC this question, and it gave me a very detailed answer...
Harness Engineering: The next battlefield for AI engineers! AI Agent = Model + Harness. If you're not a model, you're a Harness. OpenAI built 1 million lines of production code...
🎬 Why I built Media Downloader for Claude Code — and why it's different from everything else out there. The problem: Getting stock images and videos is TEDIOUS. Open browser →...
🔗 Get it now: ✅ Open source and free (MIT license) ✅ Chinese and English bilingual documents ✅ Use with Claude Code ✅ All materials are free for commercial use. If you find it...
With this skill, you no longer need to manually search for picture websites, and no longer need to copy and paste links! ! Just say one sentence: "Help me download 10 xxx pictur...
At one o'clock in the morning, I stared at the Canvas file just generated in Obsidian, feeling a little dazed. Figure 1: Automatically generated visual log...
If you want to write a long article on X and get a lot of exposure, you can read this summary! How to maximize the exposure of Articles on the X platform? 2-3 Articles per week,...
Oh My God! X has come out with a new algorithm in the past few days in 2026. No wonder my traffic is so low, Shet! Everyone must take a look at the new regulations in 2026: Janu...
📚 Core commands 📋 Command cheat sheet Command icon describes the frequency of use in one sentence /help🆘View the help document⭐⭐⭐⭐⭐ /clear🧹Clear the...
One of my subjective feelings is not necessarily correct, let me give you some ideas: The biggest feeling is that coding can be well combined with AI through the...
Blessed are our friends in Beijing! Don’t miss the offline AI event jointly organized by Yiyi Fireworks and Microsoft. This event has been confirmed to be held in Beijing...
Musk’s blueprint for autonomous transportation, Cybercab, is a vehicle that completely eliminates the steering wheel and pedals and relies entirely on Tesla’s FSD...
A historic moment for the world's first large model listed company
The ascension of Zhipu AI to the status of the world's first publicly traded large-scale model corporation on January 8, 2026, represents a seminal juncture in the history of co...
During my free time during the holidays these days, I watched a few episodes of "The Chess Player" played by Brother Baoqiang. His acting skills are as good as ever. He is dress...
Manus Wide Research: 100+agent parallel research system Manus is the agent, achieving the most advanced performance in the GAIA benchmark test. Its Wide Research...
Introducing a treasure trove of open source tools for AI drawing software design drawings: next-ai-draw-io was also recommended by teacher Xiao Ke in our group just now. I am ba...
I suggest you all listen to this issue. I have briefly summarized the following points: 🏷️About the underlying understanding of AI and Agent (suitable for showing depth) About...
This event has been confirmed to be held in Beijing on January 24th. There is no charge. Priority is given to friends from AI startup companies. Friends who have signed...
Introducing a company and product created based on the founder model: Mowen "Mowen" product introduction "Mowen" is a mini program product based on the WeChat ecosystem. The web...
Recently I looked at two seemingly unrelated things side by side. One is McKinsey’s latest AI Agent application chart. The cold data is all the current “reality”. The other...
With this Orange article, I will continue to share some content about ClaudeSkill and MCP to attract some traffic, haha. Analysis of the core features of Claude Skills....
Prompt: { "core_structure": { "description": "A close-up portrait of a female in the oriental martial arts style with a strong cinematic feel, showing the coldness...
The second picture Prompt: { "core_structure": { "description": "A piece of ancient-style portrait photography with a cinematic feel, depicting a woman wearing a...
First image Prompt: { "core_structure": { "description": "A cinematic, high-fashion portrait of an East Asian swordswoman (Wuxia style) in red robes holding a red...
Today I was hit by Andrey Karpathy’s short article. I actually understand it very well and have thought about the following points: 1. The higher you are at the top of human soc...
Good in-depth article: AI's "deep water zone": What kind of tipping point are we waiting for? Recently I looked at two seemingly unrelated things side by side. One...
This McKinsey report reveals an embarrassing fact three years after the outbreak of the AI industry: Most companies have just started piloting AI, and there has...
Hard-working people It seems that the days after the epidemic are passing faster and faster. I have become accustomed to reading books and writing notes while commuting. When I...
Prompt: { "aspect_ratio": "16:9", "prompt": "A high-quality, cinematic 3D animated art poster in the style of Pixar/Disney, presented in a 4K horizontal format. The central figu...
It’s 2025, and you still believe the nonsense that big model manufacturers only do “infrastructure”? Look at your mobile phone. The giant that once only provided APIs is now har...
The picture just now was very unclear, so I adjusted it to another version: improving the clarity but retaining the original style. Prompt: { "core_structure": { "description":...
King Hu’s martial arts style tips! The effect is amazing! Prompt: { "core_structure": { "description": "1960s Hong Kong Wuxia movie still, a scene capturing the essence of 'Jian...
Prompt: A 2x3 grid of six cinematic still images, each depicting a different scene from a King Hu-style wuxia film, without the couple from the previous images. Row 1, Left (01)...
Starting the Martial Arts Style Series - King Hu's Martial Arts Prompt: A 2x3 grid of six images, each a cinematic still in the style of King Hu's wuxia films, focusing...
A one-person company makes 4 million US dollars? Leverage of a one-person company: HeadshotPro's "lazy" philosophy that earns $4 million a year 🔑 Key points 1. Danny Postma has...
It seems that there will be many products and forms of agent in 2025. Why does it seem that only coding agent has emerged? One perspective is: Is AI Agent a technical term or a...
Consulting has always been big business! A single order worth tens of millions of dollars. The consulting industry used to combine talents, research, information gaps, personal...
Friends prompt: Friends TV series storyboard, 3x3 grid layout consisting of 9 distinct isometric miniature panels, showing iconic sitcom moments: 1) The orange couch...
"Saving Private Ryan" prompt: Band of Brothers TV series storyboard, 3x3 grid layout consisting of 9 distinct isometric miniature panels, showing key chronological...
Breaking Bad TV series storyboard, 3x3 grid layout consisting of 9 distinct isometric miniature panels, showing iconic plot points: 1) An RV in the desert with a man...
Game of Thrones prompt: Game of Thrones storyboard, 3x3 grid layout consisting of 9 distinct isometric miniature panels, showing different key plot points: 1) Direwolf pups...
Prompt: 3D Spherical Ecosystem Constellation with Gravity-Defying Orbital Layout: CORE NUCLEUS (Center of the Sphere): Subject: One large, highly detailed [3D_FIGURE_TYPE - e.g....
Reprinted from an old article by Pinduoduo Huang Zheng. This article wrote about his three years of working at Google. Take a look at what Google looks like in the eyes of the b...
Looking for Provence It’s late at night and I want to post something sentimental. Just write it for yourself. Feel free to take a look. Is there anything that can be done contin...
What Orange mentioned is indeed a very painful problem for AI entrepreneurs. Making money from AI applications at home and abroad are really two completely different...
Released the sixth edition: Tang Dynasty costumes. The costumes of the Tang Dynasty are quite distinctive. You can try it out. This is the prompt for the first picture. If you n...
Prompt: Role & Subject: A massive, encyclopedic 16:9 3D infographic poster titled "THE CHRONICLE OF [Person Name]". The visual style is a high-end fusion of...
Here it is: 4K hyper-detailed fashion photograph featuring hyper-realistic rendering. Crucial Character Consistency: The character featured is precisely the same person shown in...
Prompt: 4K hyper-detailed fashion photograph featuring hyper-realistic rendering. **Crucial Character Consistency:** The character featured is precisely the same person shown in...
Fifth Edition: Oriental Aesthetics Cheongsam! This edition was specially polished with reference to the characteristics of cheongsam combined with Soviet-style garden aesthetics...
This version is the one I am most satisfied with now. If you like it, remember to start it three times in a row. It is not easy to create. Wedding dressing room: Prompt: 4K hype...
Another new update, this one is even cooler Prompt: 4K hyper-detailed fashion photograph featuring hyper-realistic rendering. **Crucial Character Consistency:** The character fe...
Prompt: A 4K resolution, ultra-detailed fashion photograph taken backstage in a professional makeup room. **Crucial Character Consistency:** The character featured is precisely...
Dream Back to 2000 Series --Guns N' Roses! Prompt: A detailed, atmospheric photograph capturing a gritty, smoky rock 'n' roll den scene from the late 1990s/early 2000s, reflecti...
Dream Back to 2000 Series --Linkin Park! Prompt: A detailed, atmospheric photograph capturing a dark, angsty basement setup scene from the early 2000s hybrid theory era. The foc...
Dream Back to 2000 Series --Westlife! Prompt: A detailed, atmospheric photograph capturing a cozy, slightly romanticized teen bedroom scene from the early 2000s. The focal point...
Dream Back to 2000 Series --Backstreet Boys! Prompt: A detailed, atmospheric photograph capturing a vibrant, obsessive fan-girl bedroom scene from the late 1990s/early 2000s Mil...
Dream Back to 2000 Series --Avril! Prompt: A detailed, atmospheric photograph capturing a rebellious, messy skater-girl bedroom scene from the early 2000s. The focal point on a...
🚨 Jensen Huang is a guest on the Joe Rogan Podcast for a 2.5-hour in-depth conversation! From NVIDIA on the verge of bankruptcy to a 3 trillion empire, from sending the first A...
Little Me and Big World series! Based on this author’s tips, now everyone can upload their own photos and replace them with one click! Post your work in the comments section. Pr...
Prompt: Layout & Quality: Split screen, 2x2 grid collage, 4 distinct panels, 4K resolution, photorealistic, hyper-detailed, masterpiece, high-fashion editorial photography...
High-definition style, 8k, one-click replacement of photos from art exhibitions! (And it’s me on the painting👈) Come on, Jimei guys, upload any photo and you can turn it into a...
Inspired by this blogger, you can pay attention to: This is the prompt word modified based on Anissa's reference photo: **Layout & Quality:** Split screen, 2x2 grid collage...
Prompt: 1. Jay Chou - Shabby Industrial Style Room Prompt word: A nostalgic photo from the early 2000s, the scene is a dilapidated room with peeling walls. On an old wooden tabl...
Prompt: [Type]: A scanned page from a high-end American photography book. A 9-grid photo layout printed on thick, textured matte art paper. [Layout Design]: The 9 photos...
Prompt: A 4K resolution contact sheet image, arranged in a 3x5 grid of 15 individual film frames with a cinematic, film-grain aesthetic and warm lighting, continuing the...
Prompt: 2x2 grid, split screen, distinct white borders separating the 4 panels, collage, quadtych. [the character Source: Based strictly on the uploaded reference image....
prompt: [Type]: A scanned page from a high-end American photography book. A 9-grid photo layout printed on thick, textured matte art paper. **[Layout Design]: ** The 9...
Prompt: A 2K resolution contact sheet image, arranged in a 3x5 grid of 15 individual film frames with a cinematic, film-grain aesthetic and warm lighting, continuing the...
Prompt: A 2K resolution contact sheet image, arranged in a 3x5 grid of 15 individual film frames with a cinematic, film-grain aesthetic and warm lighting, continuing the...
Prompt: A 2K resolution contact sheet image, arranged in a 3x5 grid of 15 individual film frames, representing the complete episode third of an action-comedy series. **[Characte...
Prompt: A 2K resolution contact sheet, arranged in a 3x5 grid of 15 individual film frames, representing the complete second episode of an action-comedy series. **[Characters &...
Prompt: A 2K resolution contact sheet, arranged in a 3x5 grid of 15 individual film frames, representing the complete first episode of an action-comedy series. **[Characters & S...
prompt: A 4K resolution contact sheet showing a highly detailed 4x5 grid of twenty individual film frames, acting as a storyboard for a 100-second high-octane movie sequence. **...
prompt: A 4K resolution contact sheet showing a highly detailed 4x5 grid of twenty individual film frames, acting as a storyboard for a 100-second movie sequence. **[Characters...
I tried out a banana pro prompt that exploded🐂🍺! ! A character picture generates all the storyboards of an action blockbuster movie! (20 storyboards, 5 seconds each) This effe...
This is Navarre’s latest sharing: Great engineers are also artists. I still have a copy of Graham's "Hackers and Painters" on my desk. It's very good. It not only contains thoug...
At the convenience store at seven o'clock in the morning, plastic shopping baskets were piled up into a mountain half as high as a person. Store clerks and unloading drivers are...
IIya explained everyone's misunderstanding of some of his views: He believes that the current scaling route can make progress without leading to stagnation, but based on...
Then share: How to hold an online AI event at almost zero cost? In the past three years of operating a firework, most of our communities have been able to remain active....
Why do I always recommend using Claude Code? Model capabilities are growing exponentially (Exponential) 🚀 But the UX of development tools is still climbing linearly (Linear) 📷...
Why do I always recommend using Claude Code? Model capabilities are growing exponentially (Exponential) 🚀 But the UX of development tools is still climbing linearly (Linear) 🐢...
Recently, the feeling of pushback brought by AI has become stronger and stronger, and sometimes it is even scary. Think about it, it has been less than a year since...
How is the Notion AI team’s time allocated? ❌ 90% writing prompts (Prompting), 10% changing code. ✅ 10% writing prompts, 90% doing evaluations (Evals). Sarah, the head...
Latest interviews with Ilya: 0:00:00 – Explaining the model Zigzag 0:09:39 – Sentiment and value functions 0:18:49 – What are we scaling? 0:25:13 – 为什么人类比模型更擅长概括 0:35:45 – 直击要害的……
I didn’t expect my last post to be read so many times, I’m really flattered 📚(¯∇¯;) I dare not slack off and continue to provide you with useful information. If it is useful, I...
From losing 600,000 yuan in the stock market to establishing the top 3 AI community in China, my journey has been made public for the first time! Three years ago, 35+, programme...
Dan Koe’s latest post! Expressing yourself well is an attractive trait. Quick summary: Pain points - If I don't know how to start a section, I start with a relevant pain point a...
The Zara app is very interesting. You can control sliding to view web content just by recognizing gestures with the camera. There are several points: 1. I recall that the female...
⚡️ The aesthetics of traffic violence of 21-year-old Chinese genius Roy Lee: From being expelled from Harvard/Columbia University to earning $500k a month Core logic...
nana banana2 JOJO Style Tips Tips: A flamboyant muscular hero in JOJO's Bizarre Adventure style striking a dramatic dynamic pose in an urban setting with vehicles. Colorful vibr...
This year I saw a lot of similar AI products focusing on memory or virtual companionship, which reminded me of a TV series from a few years ago. The general plot of "Upload to R...
In the past few days, I have been in some communities dedicated to the growth of An amateur means that you have no 🐂🍺 experience (made or lost a lot of money), have not...
here way go: Based on the worldview of Westworld, create a web game with a similar aesthetic My requirement is that when I give her a command, the screen can respond in...
Claude recently added an official skill specifically designed to improve front-end interface design. I tried installing it and it worked really well. The screenshot is...
Claude Sonnet 4.5 and Opus 4.1 start to support structured output! The benefits are self-evident, developers no longer have to deal with the trivial manual work of structuring C...
The new idea of OpenAI training model may be a new direction! 1. Previous dilemma: a mess In the past, when we tried to understand the AI brain, we discovered a big proble...
Build the "Microservices Architecture Review Expert" Skill ❌ Inefficient way of writing: "You are an architect, help me review this microservice design." Problem: Too general...
This may be the latest way of working in 2025 🚀 Imagine: Monday morning ☕ You turn on the computer, 10 AI Skills are already in place: • "Email Processing Expert" has...
Breaking news about Gemini3 Gemini 3 has achieved significant performance improvements in many aspects compared to its predecessor Gemini 2.5 Pro. Gemini 2.5 Pro is already...
Will there be a bubble in AI? 🤔Where might it be? when? I saw this picture yesterday, it was made by Goldman Sachs. The comparison is the growth trend brought about by...
Large model training in 2023 is a simple two-step process: Pretraining is to throw massive data (books, web pages, codes, etc.) to the model so that it can learn the...
Large model training in 2023 is a simple two-step process: Pretraining is to throw massive data (books, web pages, codes, etc.) to the model so that it can learn the...
380 billion, 300+ open source models, it’s hard to get a ticket, the stock price has hit the limit, the familiar Alibaba is back! The first picture is that classmate Mengfei was...
Claude finally takes action on the browser! I think this is indeed a good time. Claude code has fully verified the coding capabilities based on its own model, coupled with a wel...
Is Luo Yonghao going to be China’s Lex Fridman? It’s off to a good start. In the past two days, the 4-hour podcast between Luo Yonghao and Li Xiang has been overwhelming....
Google has open sourced this artifact for capturing unstructured data: LangExtract LangExtract is a new library launched by Google that uses LLMs to implement...
Traditional large language models are often limited to short context windows such as 8K, 32K or 128K. Expanding the context window to millions of tokens is not just a...
Grok4 is free! Just a few days after GPT5 went online, this was a direct business showdown between Musk and Ultraman. The business war has always been so unpretentious....
Here are some common pain points of AI Coding currently: 1. The UI is still too poor. Even with external tools like Figma, it's very difficult to achieve satisfactory results. 2...
RAG Technology Toolbox Layered Memory Retrieval: The simplest way to load all documents directly into the context window of LLM. It is suitable for scenarios where the amount of...
Take a look at Anthropic's release pattern: Claude 3 series launches in March 2024, Claude 3.5 Sonnet launches in July 2024, Claude 3.7 Sonnet launches in February 2025...
Regarding the follow-up comments after the release of GPT 5: GPT pursues commercialization, AGI is handed over to Gemini and Meta, and AI Coding is still a battleground...
This article talks about multi-agent collaboration very well. I have recently observed that starting from Calude’s multi-agent architecture article on building deep research, to...
I blindly guess that GPT 5 will be a big mess tonight. I have already lost trust in Aotuman🥲 Personally, I feel that GPT is becoming more and more mediocre. In summary...
ClaudeCode best practices: Part 1: Provide clear context just like communicating with people. First of all, the first and most important core concept shared by the official is:...
AI Agent brings unprecedented opportunities to small teams. I remember last year I reposted an interview with Nadella. He accurately predicted that Agent would explode this year...
Ecology and Strategy When choosing an open source platform, an enterprise is actually making a strategic investment, and its returns and risks depend not only on technology...
Ecosystem, community and business context For open source projects, factors other than technology, such as community health, business support and licensing agreements...
Observability and Assessment Dify: Integrate LLMOps functionality directly into the platform. This includes tools to monitor and analyze application logs and...
Backend Technologies: Python/Flask vs. GoDify: Its back-end API is mainly built in Python language and uses lightweight Flask as the web framework. By analyzing its pyproject.to...