.Groq Inc has introduced prompt caching for the SOTA... open-source coding model, Kimi-k2. What does this mean for you? Significantly reduced costs with Kimi-k2 on its fastest provider. Check the price: left side without prompt caching, right side with prompt caching.show more

This is what 200 tokens/second looks like with Kimi... K2 on Groq Inc For reference, Claude Sonnet-4 is usually delivered at ~60 TPSshow more

Claude Code ships with a built-in skill for working... with the Claude Platform. Useful for model migrations, using API features (e.g., prompt caching), or onboarding to newer APIs like Claude Managed Agents.show more

DeepSeek v4 Pro just built this entire design for... $0.0005. - Same prompt, same harness, ran against Fable 5 - DeepSeek needed the right taste layer to compete - Fable 5 just needed a precise prompt Open source keeps closing the gap on price.show more

I didn’t expect Grok’s video model to improve this... much. Today, when I was generating a video with Seedance 2.0, I found the results weren’t very good. So I tried using the exact same source material and prompt in Grok instead. To my surprise, Grok actually produced better results than Seedance 2.0. I’ve put the prompt and source material in the comments, so if you’re interested, you can give it a try too. The left side shows the video generated by Grok, and the right side shows the video generated by Seedance 2.0.show more

🚀 Smash The Mesh (STM) is a #GodotEngine add-on... that lets you break 3D meshes into multiple pieces and apply physics to each fragment! Now in BETA, with caching for quick loading. Open-source and free to download! Get it here: 🔧 #Godot4 #GameDevshow more

Tired of manual prompt tweaking? Watch the latest Llama... tutorial on how to optimize your existing GPT or other LLM prompts for Llama with `llama-prompt-ops`, the open-source Python library! In this video, Partner Engineer Justin Lee demonstrates installation, project setup, migrating your first prompt, and analyzing performance gains. Watch now to discover: ✨ Why systematic prompt optimization is crucial for migrating from GPT to Llama. 💻 A live code walkthrough of `llama-prompt-ops` in action for a customer service classification task. Watch the full tutorial here:show more

I'm comparing 9 different video models so you don't... have to! I was curious how each model would handle multi action prompts. FYI, I2V and I did three gens of each and picked the best. I'll leave the quality judgement up to you. Prompt: The snow leopard jumps on top of the rock on the left side, then later sits down looking toward the right side of frame. Its snowingshow more

Been using Qwen 3.8 27B (Q4) locally on 64GB... of VRAM. Here is the verdict: SLOW 18 tps with ZERO system prompt to process and that degrades significantly with a harness system prompt and as the context window grows. RIP if you have to compact. I had it implement this PRD and it's been running for 6 hours. By comparison Grok 4.6 and Kimi K3 hosted finished in about ~30 minutes. High hopes, but these 27B variants are too dense. This is not a consumer grade local model - and I consider consumer grade to be anything up to $5000.show more

Imagine you want to learn about the technology behind... LLMs. You instantly get an 100 page book with chapters, content, and structure. What if you find the language too technical? You can change the prompt and the book – all 100 pages – adapts to your needs. What if you want to learn how to code models in python? You can ask for that too, and in seconds, every chapter has code examples alongside the instructional content. That’s the power of an Infinite Bookshelf. Open source, Powered by Groq Incshow more

Do you know what your OpenClaw agents are actually... doing? If not, bookmark this. Here is a complete 3D neural command center for monitoring agents, nodes, logs, and live activity in real time you can build yourself with this prompt. FULL PROMPT: I’ll upload a GitHub soon with the working files for all the projects I’ve shared so far. Notis on.show more

> be Kimi Founder > Zhilin Yang. nobody in... the West knows your name. > build K1. K2. K2.5. K2.6. K2.7. > each one sets the open-source record > everyone says China can't reach the frontier > raise $2B. hit $20B valuation. > keep your head down. keep shipping. > July 16. drop K3. > 2.8 trillion parameters. > the biggest open model ever released. > 1 million token context. native multimodal. > Kimi Delta Attention — 6.3x faster decoding. > Artificial Analysis ranks it #4 overall. > right behind GPT-5.6 Sol and Fable 5. > open weights July 27. free for anyone. > the closed labs charge for the frontier. > you gave it away. > different game.show more

Claude Opus 4.6 is available for all users in... Orchids right now! Tag Orchids with any app idea and we’ll give you 100k in free credits to test it out. Comparisons to Opus 4.5, GPT-5.2-Codex, Gemini 3 Flash, and Kimi K2.5 👇 Prompt: Make me an interactive, 3d model of the solar system.show more

did more prototyping on this one, calling it `meshnet`... what you see here is each chat on its own VM, but you're just developing on localhost:3000 so it feels local def something here, open sourcing the prototype and prompt so hopefully someone does something cool with itshow more

Say what you will about AI, but I am... now able to create mockup models like this for products and now place my client's branding in place without some crazy Photoshop layers or an image that feels only slightly right. The process looks like this now. - Find some mockup inspo - Open Midjourney - Write a good prompt - Tweak said prompt - Download the image - Open Illustrator - Use the Mockup button, save & place in the client presentation.show more

Kimi K3 made this fighter jet asset for under... $1. Prompt: "Use the Blender MCP tool to make me a fighter jet that I will later use in a video game. Please make it on par with a PS3-era model." 25 minutes later, it was ready in Blender. Imagine where this will be in 5 years.show more

Quick tip for those doing FPV shots on Seedance... 2 🔥 A lot of people draw a trajectory on an image to guide the camera movement… But if you really want to unlock the full power of the model without limiting it, create your trajectory directly with a strong, detailed prompt. The difference is massive. Are you team “draw trajectory on image” or team “detailed prompt” for your FPV shots? Tell me in the comments 👇show more

"Where will AI get its compute?" We generated this... video - character, voice, acting - with a single prompt on LTX-2.3. The model runs on consumer-grade GPUs. The same ones sitting in your PC right now. That's the whole point of DePIN. Your hardware powers AI that didn't exist two years ago. And you get paid for it.show more

Okay this is really cool. Codex app has a... new feature that is really useful. Highlight any text, and you'll notice a new popup. "More Details" uses GPT 5.5 Instant to explain in more detail about the highlighted portion of your text, allowing you to understand the reasoning/concept/statement/etc in greater detail. What's interesting about this versus a side chat is that it's instantaneous, and still retains context from the thread. With /side chat, you'd have to type out a prompt "what are the details on this?" With "more details" the prompt is implicit and the response is instantenous Very nice feature, as I'm always making side chats/branches to expand/learn/understand agent outputs better.show more

You can now route each request to the "fastest"... ⚡ or "cheapest" 💸 provider with Hugging Face Inference Providers in Copilot Chat on Visual Studio Code!🤗 For each model, you can explicitly choose "cheapest" when price matters - or "fastest" when throughput is the priority. thanks to Simon Brandeis for shipping this!show more