Vlad Yefimenko @kyivcoder

What Makes a Great Streaming Chat Experience Start here: Never move the reader against their intent. 1. Move only when the reader asked to move. If someone is reading, don’t pull them somewhere else. Auto-scroll should never be the default. 2. Follow only while they’re following. If they’re at the live edge, keep the stream in view. If they scroll away, leave them there. 3. Every interaction is intent. Scrolling is not the only signal. Selecting text, using the keyboard, opening a link, searching should all stop the interface from moving. 4. Start a new turn near the top of the viewport. This gives the new turn somewhere it can be read from the beginning. 5. Then stream in the answer. The streaming answer can then grow into the available space. 6. Keep part of the previous conversation in context. Enough of the previous turn should remain visible so the reader knows where they are. Context. 7. Let new content arrive offscreen. The conversation can keep streaming without changing what the reader is looking at. 8. Show what’s happening out of view. Make it clear when a response is still streaming or when new messages have arrived. 9. Make it easy to return to the latest reply. A "Jump to latest" action should bring the reader back and resume following. 10. Let people jump anywhere in the conversation. Long threads need message links, search, unread markers, and direct navigation. 11. Reopen where the reader left off. A saved conversation should open at the last meaningful turn. This is usually the last user message. Not the absolute bottom. 12. Keep the reader’s place when layout changes. Images load. Markdown expands. Code blocks render. Older messages appear above. None of that should make the reader lose their place. 13. Handle interruptions without stealing position. Stopping, retrying, regenerating, branching, or errors should not unexpectedly move the conversation. 14. Stay responsive in long threads. Streaming text, markdown, code, images, and long history should still feel responsive. 15. Be accessible without the noise. Keep the transcript navigable, preserve keyboard focus, and announce important events at a comfortable pace. It’s all about the scroll. Scroll Engineering.

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Today, we’re excited to introduce Miso One, the most emotive voice model in the world. Miso One is an 8-billion-parameter text-to-speech model for highly expressive speech generation. It emotes like a human and responds faster than a human, with just 110 milliseconds of latency. We’ve open-sourced the model weights, with API access coming soon. Hear how Miso One sounds in the thread below.

We’ve added a CLI for Claude Platform to make every API endpoint runnable from your terminal. Call the Messages API, stand up Claude Managed Agents, pipe results straight into your shell. The ant CLI is well understood by coding agents (Claude Code) using the claude-api skill.

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been asking others at Anthropic how they stay in the loop with Claude and fully understand the work being done this is one of my favorites from Suzanne:

New in Claude Code (research preview): dynamic workflows. Claude writes an orchestration script on the fly, then spins up a large fleet of coordinated subagents in parallel to take on your most complex tasks. Use the word "workflow" in a prompt to get started.

The next wave of AI will not be won by better prompts. It will be won by systems that learn from experience. Today, Prime Intellect Lab is out of beta, open for you to start training your own models. The era of self-improving agents is here.

Introducing SubQ - a major breakthrough in LLM intelligence. It is the first model built on a fully sub-quadratic sparse-attention architecture (SSA), And the first frontier model with a 12 million token context window which is: - 52x faster than FlashAttention at 1MM tokens - Less than 5% the cost of Opus Transformer-based LLMs waste compute by processing every possible relationship between words (standard attention). Only a small fraction actually matter. @subquadratic finds and focuses only on the ones that do. That's nearly 1,000x less compute and a new way for LLMs to scale.

Introducing: Video Use. Edit videos with Claude Code. 🫡 I got tired of paying for video editors, so I made a Claude Code skill that does it for me. > Talk to camera, get final.mp4 > Auto cuts fillers, color grades, adds subtitles > Adds Manim and Remotion animations > Self evals the render before you see it 100% open source, 100% free.

Caught up with @karpathy for a new @NoPriorsPod: on the phase shift in engineering, AI psychosis, claws, AutoResearch, the opportunity for a SETI-at-Home like movement in AI, the model landscape, and second order effects 02:55 - What Capability Limits Remain? 06:15 - What Mastery of Coding Agents Looks Like 11:16 - Second Order Effects of Coding Agents 15:51 - Why AutoResearch 22:45 - Relevant Skills in the AI Era 28:25 - Model Speciation 32:30 - Collaboration Surfaces for Humans and AI 37:28 - Analysis of Jobs Market Data 48:25 - Open vs. Closed Source Models 53:51 - Autonomous Robotics and Atoms 1:00:59 - MicroGPT and Agentic Education 1:05:40 - End Thoughts

We just released Claude Code channels, which allows you to control your Claude Code session through select MCPs, starting with Telegram and Discord. Use this to message Claude Code directly from your phone.

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Interesting that agents in claude code now also have 1M context. I thought they still have 200k

A few end of week ships: You can now set effort to 'max' which reasons for longer and uses as many tokens as needed. This will spend your usage limits more quickly so you have to activate it per session. Hit /effort to try it.

“Engineering is dead” — everyone after the Claude Code 1M token update. What’s actually happening: AI just raised the floor. Now we can build systems that were too complex to even attempt before — not just todo apps. And the more complex the system, the more you need people who actually understand how it all fits together. This isn’t a funeral. It’s a level up.

@AdsSupport Could you explain why my account is ineligible to run X Ads? I was charged, but I haven’t received a refund or any explanation. I reached out to support 4 days ago and still haven’t received a response.

@AdsSupport Could you explain why my account is ineligible to run X Ads? I was charged, but I haven’t received a refund or any explanation. I reached out to support 4 days ago and still haven’t received a response.

i spent the entire day doing yard work in the sun and cleaning the entire garage and moving heavy objects topped it with a badass lunch with the fam i feel way better than when in front of a computer juggling stupid fckn agents it's almost like we haven't evolved for this shit

This is my first article here. I’ll be sharing my experience building with AI — how I use tools like Claude Code & Codex, what works, what fails, and what I’m learning along the way. In this one I explain how I optimized my AI workflow so features can still ship overnight while I sleep 💤💤💤 If you're building with AI agents too — follow along. x.com/kyivcoder/stat…

Vlad Yefimenko @kyivcoder

4 months ago

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