Lead signal: decolua/9router. Capella priority: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff.. SkyGems watch: Prototype a Rook voice note / mobile command path and a SkyGems narrated product-card demo.. The brief is ranked for action, not passive reading.
Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK…
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff.
Open ↗#1 Persistent memory for AI coding agents based on real-world benchmarks
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link.
Open ↗Last week we shipped 50+ Claude Code reliability fixes. This week it's 60+ more. Smoother long-running sessions, a more efficient agent loop, auth that works in more environments, and terminal fixes: 🧵
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff.
Open ↗Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK…
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff.
Open ↗#1 Persistent memory for AI coding agents based on real-world benchmarks
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link.
Open ↗Last week we shipped 50+ Claude Code reliability fixes. This week it's 60+ more. Smoother long-running sessions, a more efficient agent loop, auth that works in more environments, and terminal fixes: 🧵
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff.
Open ↗The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link.
Open ↗HN score 42 • 16 comments.
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff.
Open ↗Introducing /orchestrate, a skill that recursively spawns agents to tackle your most ambitious tasks with the Cursor SDK. We’ve used it to: - Autoresearch our internal skills, cutting token use by 20% while improving…
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link.
Open ↗1. Claude = research & writing 2. ElevenLabs = clone voices 3. Higgsfield = cinematic AI video 4. Midjourney = generate detailed images 5. ChatGPT = solve any problem 6. Runway = AI video generation & editing 7. Gamma…
Why: Interface signal — can improve mobile Rook, voice workflows, product demos, and concierge UX.
Move: Prototype a Rook voice note / mobile command path and a SkyGems narrated product-card demo.
Open ↗We’re partnering with the developers of @EveOnline to explore the next frontier of AI research in games. EVE's complex, player-driven universe is the perfect safe sandbox to test agents on memory, continual learning…
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link.
Open ↗Realtime TTS-2 by @inworld_ai most voice ai hears what you say this one hears how you say it <200ms. 100+ languages. one voice https://t.co/78Er9I2C1w
Why: Interface signal — can improve mobile Rook, voice workflows, product demos, and concierge UX.
Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link.
Open ↗Here’s how you can integrate GPT-Realtime-2 to bring voice control to a CRM workflow. https://t.co/iF7UXCeYQ8
Why: Interface signal — can improve mobile Rook, voice workflows, product demos, and concierge UX.
Move: Prototype a Rook voice note / mobile command path and a SkyGems narrated product-card demo.
Open ↗New Anthropic research: Teaching Claude why. Last year we reported that, under certain experimental conditions, Claude 4 would blackmail users. Since then, we’ve completely eliminated this behavior. How?
Open ↗Happy Friday! 🎉We’re officially 11 days away from I/O (but the launches keep rolling in). Here’s what happened this week: — The @googlehealth app, featuring a personalized health coach built with Gemini that uses your…
Open ↗Last week we shipped 50+ Claude Code reliability fixes. This week it's 60+ more. Smoother long-running sessions, a more efficient agent loop, auth that works in more environments, and terminal fixes: 🧵
Open ↗Introducing /orchestrate, a skill that recursively spawns agents to tackle your most ambitious tasks with the Cursor SDK. We’ve used it to: - Autoresearch our internal skills, cutting token use by 20% while improving…
Open ↗@NEXUS_TO_NOVA every week during office hours we talk about our priorities and one of the top priorities right now is the new edit model that will do all kinds of image reference and image manipulation tasks!
Open ↗@GaryMarcus We use it to build and proliferate Hermes
Open ↗Here’s how you can integrate GPT-Realtime-2 to bring voice control to a CRM workflow. https://t.co/iF7UXCeYQ8
Open ↗Just gonna leave this here. https://t.co/EOI980j9e9 https://t.co/HxbCl2Izcz
Open ↗We’re partnering with the developers of @EveOnline to explore the next frontier of AI research in games. EVE's complex, player-driven universe is the perfect safe sandbox to test agents on memory, continual learning…
Open ↗@luongnv89 cc @victormustar
Open ↗"Attackers aren’t reinventing the playbook; they’re just accelerating it through AI." ⚡ In our latest Security Signal episode, Cloudflare Field CIO Khalid Kark and @IBM’s Mark Hughes dive deep into: 🔹 Closing the…
Open ↗Realtime TTS-2 by @inworld_ai most voice ai hears what you say this one hears how you say it <200ms. 100+ languages. one voice https://t.co/78Er9I2C1w
Open ↗@vitobotta @itZmeanuragh hey @vitobotta, I am so sorry about this. We want to make it right to you. I am Michael, one of the co-founders of Ollama. Can you email me directly: michael@ollama.com
Open ↗Multiple security vulnerabilities affecting React Server Components and Next.js have been disclosed. We strongly recommend updating your applications immediately. Cloudflare WAF managed rules already mitigate the…
Open ↗We are refreshing the Workers AI model catalog to make room for newer releases. Please update your apps to remove references to the models listed below before the deprecation date. Recommended replacements…
Open ↗Multiple security vulnerabilities were disclosed by the React team and Vercel affecting React Server Components and Next.js. These include denial of service, middleware and proxy bypass, server-side request forgery…
Open ↗You can now export your Requests for Information (RFI) history to a CSV document and customize your dashboard view by choosing how many RFI records to load per page. Why this matters These quality-of-life updates…
Open ↗You can now interact with your Stream video library using new bindings for Workers! This allows customers to upload content to Stream, provision direct uploads, manage videos, and generate signed URLs from a Worker…
Open ↗I built adamsreview, a Claude Code plugin that runs deeper, multi-stage PR reviews using parallel sub-agents, validation passes, persistent JSON state, and optional ensemble review via Codex CLI and PR bot…
Open ↗"openai.com" was once the personal homepage of a guy named glenn
Open ↗On three separate projects, Claude has refused to add an AGPLv3 license to my project, telling me that it violates the content policy. Most recent reject gave:<p><pre><code> API Error: Output blocked by content…
Open ↗Starting today, Anthropic now immediately revokes Claude Design access if you cancel your subscription plan renewal, even while you're still in a valid period you've already paid for. I had a Claude 20x max…
Open ↗A Job at OpenAI Became the Greatest Lottery Ticket of the AI Boom
Open ↗Star decolua / 9router Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK -40% tokens, never…
Open ↗Sponsor Star rohitg00 / agentmemory #1 Persistent memory for AI coding agents based on real-world benchmarks
Open ↗Star bytedance / UI-TARS-desktop The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
Open ↗Star playcanvas / supersplat 3D Gaussian Splat Editor
Open ↗Star millionco / react-doctor Your agent writes bad React. This catches it
Open ↗Star NousResearch / hermes-agent The agent that grows with you
Open ↗VECTOR OPS ⚡ Operator Brief — Monday, May 11 • 8:01 AM EDT Signal Board • Read first: decolua/9router • Top-10 feed: 10 ranked signals • Capella angle: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff. • SkyGems angle: Prototype a Rook voice note / mobile command path and a SkyGems narrated product-card demo. • Feed health: Partial (1 gaps) 🧭 Executive Summary • Lead signal: decolua/9router. Capella priority: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff.. SkyGems watch: Prototype a Rook voice note / mobile command path and a SkyGems narrated product-card… • Hidden leverage: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff. • App heat: Runway is the strongest app-level watch. ⚠️ Data gaps • arXiv radar unavailable: HTTP Error 429: Unknown Error ━━━━━━━━━━━━━━━━━━━━ 🔥 Top 10 AI Signals 1) [GitHub] decolua/9router Source: Trending today Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality. Move: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff. Link: https://github.com/decolua/9router 2) [GitHub] rohitg00/agentmemory Source: Trending today Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality. Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link. Link: https://github.com/rohitg00/agentmemory 3) [Official] Last week we shipped 50+ Claude Code reliability fixes. This week it's 60+ more. Smoother long-running sessions, a more efficient agent loop, auth that works in more… Source: Claude Devs Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality. Move: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff. Link: https://x.com/ClaudeDevs/status/2052770170054308227 4) [GitHub] bytedance/UI-TARS-desktop Source: Trending today Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality. Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link. Link: https://github.com/bytedance/UI-TARS-desktop 5) [Hacker News] Show HN: adamsreview – better multi-agent PR reviews for Claude Code Source: Hacker News Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality. Move: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff. Link: https://github.com/adamjgmiller/adamsreview 6) [Official] Introducing /orchestrate, a skill that recursively spawns agents to tackle your most ambitious tasks with the Cursor SDK. We’ve used it to: - Autoresearch our internal… Source: Cursor Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality. Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link. Link: https://x.com/cursor_ai/status/2052432778743210127 7) [Hot AI App] 1. Claude = research & writing 2. ElevenLabs = clone voices 3. Higgsfield = cinematic AI video 4. Midjourney = generate detailed images 5. ChatGPT = solve any problem… Source: Runway Why: Interface signal — can improve mobile Rook, voice workflows, product demos, and concierge UX. Move: Prototype a Rook voice note / mobile command path and a SkyGems narrated product-card demo. Link: https://x.com/Krisbee/status/2053767958728441905 8) [Official] We’re partnering with the developers of @EveOnline to explore the next frontier of AI research in games. EVE's complex, player-driven universe is the perfect safe… Source: Google DeepMind Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality. Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link. Link: https://x.com/GoogleDeepMind/status/2052011542707630461 9) [Dev Tool] Realtime TTS-2 by @inworld_ai most voice ai hears what you say this one hears how you say it <200ms. 100+ languages. one voice https://t.co/78Er9I2C1w Source: Replicate Why: Interface signal — can improve mobile Rook, voice workflows, product demos, and concierge UX. Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link. Link: https://x.com/replicate/status/2051700812829893013 10) [Official] Here’s how you can integrate GPT-Realtime-2 to bring voice control to a CRM workflow. https://t.co/iF7UXCeYQ8 Source: OpenAI Devs Why: Interface signal — can improve mobile Rook, voice workflows, product demos, and concierge UX. Move: Prototype a Rook voice note / mobile command path and a SkyGems narrated product-card demo. Link: https://x.com/OpenAIDevs/status/2053161503470366881 ━━━━━━━━━━━━━━━━━━━━ ✅ Action Queue 1. Capella: finish the Rook mobile/app verification pass, then checkpoint the Rook-lane patch cleanly before more features pile on. 2. Capella: turn today's best Claude/Codex trick into a reusable task-template with source links, expected output, and verification steps. 3. SkyGems: convert the creative signal into one visible artifact — reference board, ring template, gallery card, CAD/export spec, or product-story block. 4. Rook UX: test whether voice input/output belongs in the mobile lane before building a larger voice-agent feature. 5. Hermes/vector: Upgrade Hermes soon — it is 105 commits behind upstream. ━━━━━━━━━━━━━━━━━━━━ 🧪 Claude Code / Codex Tricks • Turn 'decolua/9router' into a Capella reusable skill/handoff template today. • Run paired-agent work as: Rook writes brief → Claude implements/architects → Codex verifies/tests → Rook merges only after diff review. • For every promising repo/tool, do Magika preflight first, then extract one small command or workflow into a named Capella skill. • Keep mobile Rook prompts short: objective, repo/path, acceptance test, and one explicit stop condition. ━━━━━━━━━━━━━━━━━━━━ 💻 Repos / Tools Worth Screening 1) decolua/9router Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK… Heat: Trending today Link: https://github.com/decolua/9router 2) rohitg00/agentmemory #1 Persistent memory for AI coding agents based on real-world benchmarks Heat: Trending today Link: https://github.com/rohitg00/agentmemory 3) bytedance/UI-TARS-desktop The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra Heat: Trending today Link: https://github.com/bytedance/UI-TARS-desktop ━━━━━━━━━━━━━━━━━━━━ 📚 Research Radar No paper cleared the practical relevance bar today. Skip research unless a project needs it. ━━━━━━━━━━━━━━━━━━━━ 🎯 Vector Take • Use the top item to sharpen Capella as an agent orchestrator, the first Claude/Codex item to create an execution trick, and any creative/CAD signal to improve SkyGems only if it can produce a visible artifact today. • Rule: read → decide → create one Capella task or discard. No passive news hoarding.