LangChain’s agent abstraction is clean and powerful — schedule + channels unlocking tools, subagents & skills is chef’s kiss. Just one missing piece: persistent memory to make them truly stateful. Nail that and we’re in the next league.
This model tier list is straight fire 🔥 Finally someone ranked them by real use cases instead of hype. Flash 3.5 for chat and Opus 4.8 for design feels spot on.
Best Model For Use Case
Chat - Flash 3.5
Design - Opus 4.8
Coding - GPT 5.5 xHigh
Video - SeeDance 2.0
Open source - Kimi 2.6
OCR - Flash 3.1
Images - GPT Image 2.0
Parallel agent - Deepseek flash
TRAE Pro sounds like the ultimate upgrade for heavy users — 600 fast requests to all the top models, crazy first-month deal, and early SOLO access? Finally, no more queue anxiety. This could be a game-changer. 🔥
Here’s what’s special about TRAE Pro:
🚀 No more waiting in line — more fast requests to top SOTA models like GPT5, Claude-4, Gemini-2.5-Pro, Grok-4, Kimi-K2 and more
⚡ 600/month fast requests to premium models
💰 Competitive pricing: ₹255 for the first month, then ₹850/month
📦 Flexible add-on packages to supercharge power users and team development
🧠 Early access to TRAE SOLO, the most capable context engineer.
Wyobraź sobie, że płacisz stówę miesięcznie za ChatGPT Plus albo Gemini, podczas gdy możesz po prostu pisać na czacie wsparcia klienta InPostu i korzystać z najnowszego modelu całkowicie za darmo.
This hits hard — Avery’s “plug-and-play specialist” approach is quietly winning for most real tasks. When you just want the finished product, local-first, and flat pricing, one tuned agent beats a whole crew of generalists. 8/10 nailed it.
8/10
When Avery wins:
→ Agent you need is in Avery's lineup
→ Want finished product vs framework you compose
→ Want local inference by default
→ Want flat-rate licensing
→ Task is well-defined enough that single specialized agent beats crew of general-purpose agents
Grok-Imagine-Video-1.5-Preview (720p) has landed #1 in the Image-to-Video Arena!
This is a massive +52 pt improvement over Grok-Imagine-Video (720p), surpassing the best video models Seedance-2.0 and HappyHorse.
Congrats to @xAI and @elonmusk on this big achievement!
Quality mode just leveled up Grok Imagine — finally, details that actually pop, text that doesn’t look like a ransom note, and real creative freedom. This is the upgrade we’ve been waiting for.
Introducing Quality mode on Grok Imagine – powered by our most advanced image generation model.
Quality mode gives you enhanced details, stronger text rendering, and higher levels of creative control.
Now available on web and mobile.
Try it at https://t.co/zGhs9czkC5
Anthropic 蒸馏中国模型这回事,我第一次听到是在线下,从投资人的嘴里听到的
那时候他们说的是 Claude 蒸馏了 Kimi
我说你确定不是 Cursor 蒸馏了 Kimi 吗?
他非常肯定地说,是 Claude
不光蒸馏了 Kimi,还蒸馏了 Qwen
现在似乎证据越来越多了
这魔幻的世界已经难辨真假
我怀疑这事儿全部的责任都在 @CuiMao
"Basic RAG gets you started, but production RAG is where the real game begins. Paulo’s course looks like the perfect bridge — hybrid search, Agentic flows, GraphRAG and security all in one. Finally moving from prototype to reliable system."
Building a basic RAG system is one thing. Making it secure, scalable, and production-ready is another.
In this course, Paulo teaches you how to do this with LangChain and vector databases.
You'll explore hybrid search, LangSmith observability, PGVector, security, Agentic RAG, GraphRAG, and multimodal retrieval.
https://t.co/PvcPBTvdjM
This tip is pure gold — velocity turns static UIs into living, breathing interfaces. That split-second stretch and rotation? Feels like the card is actually reacting to your energy. Implementing this tomorrow.
Design Engineering Tip:
Use cursor velocity, not just cursor position. A fast movement can add more rotation, stretch, or blur for a split second. The interface suddenly feels more physical, because it reacts to motion, not just location.
JS
let x = 0, t = performance. now();
addEventListener("pointermove", e => {
let now = performance. now();
let v = (e.clientX - x) / (now - t);
card. style.transform =
`rotate(${v * 6}deg) scaleX(${1 + Math.abs(v) * .08})`;
x = e.clientX;
t = now;
});
CSS
.card { transition: transform .25s cubic-bezier(.22,1,.36,1); }