Introducing Branch Split any conversation into a parallel session... that inherits your full context, while the original stays intact. A single research session can become a report, a slide deck, and an investor brief. Now you just branch. Same context, new direction.show more

You can now resume your terminal sessions in the... Claude Code desktop app. Type /resume to pick any session you started from the CLI. The session continues in the app with the full conversation and context intact.show more

Introducing side chats, a new way to ask questions... and explore ideas without interrupting your main conversation. Each side chat is a durable agent conversation you can @-mention to bring context back into the main thread.show more

📡Web Scraping is Live in the app and API... You can now turn any URL into AI context on Venice Just include a URL in your prompt, and Venice will automatically scrape the page to include as context for your requestshow more

Introducing cmux Vault: cmux now has a right sidebar... with a vault pane where you can see every single Codex, Claude Code, OpenCode, and Pi session You can search through all sessions with full-text search, and drag them directly into your workspace Out in v0.64+show more

When you ask Claude to run tasks in parallel,... it starts a nested session for each one. Each reports its result back into your main session when it's done, so the main thread stays readable.show more

this is the best features for marketers and growth... teams who need to run more than three AI workstreams from a single Codex/Claude account ->1“Every complex project, I end up re-explaining context.” Offloop lets you fork one campaign brief into dedicated Subchannels for audience research, positioning, and landing-page copy. Each workstream starts with the source context and continues independently. ->2“I periodically start a new Chat when the context window fills up. Each new Chat starts with no memory of previous ones.” Offloop carries the relevant context into separate Subchannels for SEO, creator outreach, and lifecycle marketing, so every Agent can continue without rebuilding campaign history. ->3“The subagent can interpret inherited parent-thread context as still-active instruction.” Offloop gives paid social, SEO, and experiment analysis their own Subchannels and independent Agent runtimes. Each Agent receives a focused assignment without losing the campaign context.show more

We took a 30B model and split it in... two to write tokens in parallel instead of one at a time. Introducing Nemotron-Labs-TwoTower: a diffusion language model from NVIDIA Research adapted from Nemotron-3-Nano-30B-A3B. Here’s how it works: one half holds the context, the other writes the tokens, with both reusing the pretrained model instead of training a new one from scratch. We found it kept 98.7% of the original model’s quality at 2.42× faster generation.show more

One detail about Pexo's Mark to Fix deserves more... attention: the frames around the one you marked. You select an area and request a change. Pexo can use that context to work out whether related surrounding frames need updating too. THAT is an interesting job for a video agent. An edit has context beyond a single still. I'd still review the sequence afterwards.show more

GEMMA 4 26B ON AN RTX 4060 WITH A... 248K TOKEN CONTEXT WINDOW 20 tokens per second and a context window so large you can feed it entire codebases, books and research papers in a single prompt this is not a cloud api and not a server rack, this is a regular consumer gpu running locally with llama.cpp and q4_k_xl quantization 248k context on an 8gb vram card was not supposed to be possible and here it is just running on someone’s desk the article below covers exactly which tools and configs make this kind of setup work in 2026 ↓show more

Sharing a running simulator used to be impossible. It... lived on one laptop. Now it's a link. Your teammate opens it and uses the sim themselves, exact same session, from any machine. Get feedback while you build.show more

INVESTOR DECKS ARE OFFICIALLY A ONE-PROMPT PROBLEM NOW goes... from scattered brand notes and market research straight to an investor ready deck - eliminating manual slide layout, manual chart building, and manual re formatting between tools Here is the exact stack: Claude Design Canvas - reads a brand concept doc and a research outline, builds each slide type with real visual reasoning, not text dropped into a template Live Research Layer - for skills that support it, runs an actual web search per prompt, structures a narrative arc from current data instead of guessing at market size Design-System Ingestion - feed it a clean codebase or existing brand files, Claude infers your grid, type scale, and color system automatically instead of starting from a blank canvas Multi format Export - PPTX, PDF, HTML, or straight into Google Slides, so the deck opens correctly wherever the investor actually opens it Core advantage: set up a Project once with your colors, fonts, and style guide - every deck generated after that follows your brand automatically, no re-uploading brand assets slide by slide honest limit worth knowing: HTML to PPTX export is lossy text can flatten to images, fonts substitute, master slides drop If the deck's final home is PowerPoint, budget one manual pass to catch what didn't survive the conversion Pass a brand doc and a research outline Claude structures the narrative arc, builds every slide, and exports to whatever format the round actually needs zero blank canvas, zero manual chart rebuilding full belowshow more

/autofix-pr now lets you kick off autofix straight from... the command line. After finishing up a PR, just run /autofix-pr. It sends your session to the cloud so the PR autofixer has full context to address CI failures and comments. Hugely win for my productivity.show more

FOUND A Nous Research and OpenClaw🦞 KILLER. FASTER AND... CHEAPER THAN BOTH Saw this and had to test it myself: → Summarize my emails → The exact same prompt → Same inbox, same task Ran them side by side and the speed gap is wild. Plus OpenHuman shows you: → Your context window live → What each session costs After testing both on real work, TinyHumans AI - openhuman is my agent now.show more

Following up on dragging splits into other split locations... and across windows, you can now also drag a split outside any valid windows to pull it out into a new window. It even works with undo/redo.show more

OK, so now we know. You can comfortably pack... a swarm of 720 drones and their launch system into a single 20ft shipping container. For context Germany + France + UK have about 800 tanks between them. The world has changed.show more

Smol tip: /𝚏𝚘𝚛𝚔 is perfect for mid-task side quests.... It spawns a subagent that inherits the whole conversation, runs in the background while you keep working on your main quest, and comes back with an update.show more

💡 Using Next.js's Intercepting Routes can be useful if... you want to show a route while keeping the context for the current page! E.g. we can render an overlaying modal on soft navigation and a standalone page on hard navigation, which requires a full page reload:show more

THIS 38,000-STAR GITHUB REPO TURNS ONE AI AGENT INTO... A REAL TEAM THAT CAN BRANCH, VERIFY ITS WORK AND WAIT FOR YOUR APPROVAL most people still run agents as one long chain where every step waits, one failure kills the run and the full workflow starts again Task → Planner → 5 Researchers in Parallel → Skeptic → Writer → Human Gate LangGraph gives every node one job while a shared state carries the findings, decisions and context through the entire system the skeptic can reject an unsupported finding and route the work back before it contaminates the final report, while independent branches keep moving if the run crashes, durable execution resumes from the saved state instead of rebuilding everything, then human-in-the-loop pauses the graph before anything expensive gets sent or published bookmark this repo and watch one prompt turn into an actual org chart for AI agentsshow more

Introducing agent-tail: a dev tool that makes your logs... easily accessible to agents. npm i agent-tail Wrap dev server commands, add the Vite/Next plugin, install the skill, and your agent has full context of your browser, server, and any other logs. Link to full docs below ↓show more

NEW in Dia: Inline Browsing Starting today, when you... click links in a chat with Dia, the webpages will automatically render inline. No more context switching. No more tab mess. Now you can browse the web without breaking the flow of your conversation:show more