与「Rem」相关的搜索结果

5. Even after 9 years of growth, one of the industry’s biggest unresolved challenges is still trust at scale — how to make digital assets more secure, more intuitive, and more accessible for billions of people across very different markets and regulatory environments. That is not a challenge any one company solves overnight. But what we are doing today is continuing to invest in the fundamentals: stronger security, better compliance frameworks, more resilient infrastructure, and simpler user experiences. At the same time, we are working to help the industry mature in a way that protects users while preserving the innovation that makes this space so powerful. The opportunity ahead is enormous, but long-term leadership comes from solving hard problems responsibly. That is where our focus remains.

We’ve been excited to see so many people using and building on Pi. This week we listened to Scott Gerring from @datadoghq share how he configures Pi for his work. Start minimal, notice when you hit friction and ask Pi to remove it. Link to full episode below. We recommend!

Grok Build officially reaches v1.0.0, rapidly becoming one of the most powerful coding harnesses in the world After 100+ updates in just over 10 weeks, SpaceXAI’s coding agent has hit a major milestone.......with a smarter dashboard, a more polished developer experience, stronger reliability, safer permission handling, and meaningful performance improvements across the platform The pace at which SpaceXAI is shipping Grok Build is totally insane Release Notes: v1.0.0 Features: • Dashboard rows show a short summary of what the agent did in the previous turn • Extensions modal groups items alphabetically with collapsible Skills sections • Grok skips the project-directory prompt when launched from home or other non-project directories • `/feedback` opens a dedicated report box instead of prompt mode • Auto theme detection works over SSH and inside tmux • Markdown tables reflow inside cells on narrow panes instead of clipping • Permission prompts show the complete script; long bash bodies expand with `Ctrl-F` Bug Fixes: • MCP tools that return images no longer drop or corrupt large screenshots • Sandboxed Grok starts on large directories with many deny-glob matches • Rapid send-now presses no longer lose earlier queued messages • Esc and stop prevent background tasks from restarting the model after cancel • Login no longer skips when an invalid API key is in the environment • Model picker and command palette work while reviewing a plan • Tab and Esc behave consistently on question, permission, and cancel-turn cards • `/new` from the dashboard returns to the dashboard from an empty prompt • Codebase restore no longer hangs on large or shallow git repositories • Remote resume restores conversation only unless `--restore-code` is passed • Copying CJK text with the mouse includes every character at the selection edges • API errors appear as clean banners instead of raw JSON dumps • Typing exit or quit in the dashboard exits the CLI • Mode indicator (plan/agent/ask) stays in sync after resume and mode changes • `/delete` returns to the dashboard when you delete a session opened from it • Enter in the slash command menu runs the highlighted command • Grok retries more server errors during outages • Session-only slash commands show a message when used from the dashboard • Queued prompts stay visible while waiting on subagents, and slash/image rows can be reordered • Auto recaps no longer appear mid-turn or while busy • `/btw` error messages wrap fully Performance: • Forking very large sessions no longer uses many times the session file size in memory • Exiting an empty session is instant, even on slow networks

🚨 NEW GROK BUILD UPDATE 🚨 Grok Build v1.0.0 is now live. SpaceXAI is pushing new Grok Build updates almost daily. Updates: UI & navigation • Dashboard rows show a short summary of what the agent did in the previous turn • Extensions modal groups items alphabetically with collapsible Skills sections • Grok skips the project-directory prompt when launched from home or other non-project directories • /feedback opens a dedicated report box instead of prompt mode • Auto theme detection works over SSH and inside tmux • Markdown tables reflow inside cells on narrow panes instead of clipping • Typing exit or quit in the dashboard exits the CLI • Mode indicator (plan/agent/ask) stays in sync after resume and mode changes • /delete returns to the dashboard when you delete a session opened from it • Enter in the slash command menu runs the highlighted command • Session-only slash commands show a message when used from the dashboard • /new from the dashboard returns to the dashboard from an empty prompt Permissions & input • Permission prompts show the complete script; long bash bodies expand with Ctrl-F • Tab and Esc behave consistently on question, permission, and cancel-turn cards • Rapid send-now presses no longer lose earlier queued messages • Esc and stop prevent background tasks from restarting the model after cancel • Queued prompts stay visible while waiting on subagents; slash/image rows can be reordered Reliability & correctness • MCP tools that return images no longer drop or corrupt large screenshots • Sandboxed Grok starts on large directories with many deny-glob matches • Login no longer skips when an invalid API key is in the environment • Model picker and command palette work while reviewing a plan • Codebase restore no longer hangs on large or shallow git repositories • Remote resume restores conversation only unless --restore-code is passed • Copying CJK text with the mouse includes every character at the selection edges • API errors appear as clean banners instead of raw JSON dumps • Grok retries more server errors during outages • Auto recaps no longer appear mid-turn or while busy • /btw error messages wrap fully • Forking very large sessions no longer uses many times the session file size in memory • Exiting an empty session is instant, even on slow networks Update now with "grok update" command.

Pi Agent 是怎么做上下文压缩的？尝试使用 @Remotion 和 @raft_hq 类似的新粗野风格做了一个拆解视频： 主线逻辑其实不复杂： 1. 超过「上下文窗口 − 16K」这条线，触发压缩。当然也有一些 OOM 的处理。 2. 找一个 cut point，切点之前的消息交给 LLM 写成结构化摘要，摘要本身也作为新记录写回 JSONL 3. 新 input = 摘要 + 切点之后的所有消息 这一步是有损的，旧细节只剩摘要，但 JSONL 的设计让你随时可以回溯。 看起来虽然 Pi Agent 本身的实现并不复杂，但由于强大的 Extension 机制，使用者完全可以自定义自己的压缩策略。 我想社区插件里应该有很多优秀的实现，有没有推荐的可以学习学习。