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Hey fam 👋 Luis & Rui here with your Monday AI coffee break.
Anthropic launched Managed Agents in public beta so developers can finally ship production AI apps without the infrastructure headache, and CoreWeave locked in a multibillion-dollar deal to power Claude’s GPU needs.
Grab your coffee! (3-minute coffee break ☕)
AI News around the world 🌍
🤖 OpenAI CEO Sam Altman’s San Francisco home was targeted for the second time in 48 hours, with a passenger in a passing car appearing to fire a gunshot at the property. (continue reading)
💰 CoreWeave secured a multibillion-dollar agreement to provide Anthropic with Nvidia GPU cloud infrastructure to run Claude at production scale. (continue reading)
🏦 Perplexity’s AI assistant now connects to 12,000+ financial institutions via Plaid to track spending, loans, and net worth. (continue reading)
📓 Google launched Notebooks inside the Gemini app, syncing bidirectionally with NotebookLM so users can organize research, chats, and files across both products. (continue reading)
⚡ MiniMax released M2.7 as open source, a self-evolving Mixture-of-Experts model that scores 56.22% on SWE-Pro after autonomously running 100 rounds of self-improvement. (continue reading)
Trending AI Tools 🛠
✈️ RouteStack AI: Connect AI assistants to live hotel and flight inventory so users can search, compare, and book travel directly inside any AI-powered app.
🧊 Triverse AI: Turn text or images into production-ready 3D models with PBR textures, instantly exportable to Unity, Unreal, and Blender for any workflow.
🗣 Palabra.ai: Real-time speech-to-speech translation across 60+ languages with under one second of latency, purpose-built for meetings, live events, and streams.
🎬 Tagshop AI: Generate AI video ads from just a product URL using realistic avatars, UGC-style clips, and talking videos in 75+ languages.
Tutorials 📝
Career & Capital 💼
AI Job Board
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🔬 Anthropic: Research Engineer, Reward Models Platform – $350,000 to $500,000 – San Francisco, CA (view job)
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🚀 OpenAI: AI Deployment Engineer, ChatGPT Ecosystem – Remote (US) (view job)
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⚙️ Caterpillar: Generative AI Product Manager – $147,760 to $240,110 – Chicago, IL (view job)
Investments in AI
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🤖 Spirit AI raised $420M backed by Lei Jun (Xiaomi) and Jack Ma funds to build AI “brains” for humanoid robots already deployed at JD.com and CATL. (link)
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🛰 Xoople raised $130M Series B to build a satellite constellation and AI geospatial data platform serving enterprise, government, and defense customers. (link)
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🛡 Shield AI closed $2B at a $12.7B valuation to scale autonomous pilot software for military aircraft and drones across the US, Japan, India, and Armenia. (link)
Prompt of the Week 🧠
SOPs from Chaos → Turn your team’s messy “how we do things” into a clean, repeatable operating manual.
Most teams run on undocumented tribal knowledge: processes that live in people’s heads, scattered Slack threads, or outdated docs no one reads. Use this prompt when you want to capture how something actually gets done and turn it into an SOP anyone can follow.
Prompt:
You are an operations expert who specializes in converting messy, real-world business processes into clean, repeatable Standard Operating Procedures (SOPs). I'm going to describe how we currently handle [PROCESS NAME, e.g., "onboarding a new client," "processing a refund," "publishing a blog post"]. It may be disorganized, incomplete, or inconsistent. Your job is to extract the real workflow and turn it into a structured SOP my team can actually use. Here's how we currently do it (raw description): [PASTE YOUR DESCRIPTION HERE — brain dump, Slack thread, email chain, voice memo transcript, or a rough paragraph. The messier the better.] Based on this, produce: 1. Process Title & Owner — A clear name for this SOP and who owns it. 2. Purpose (2-3 sentences) — Why this process exists and what a successful outcome looks like. 3. When to Use This SOP — The specific trigger or condition that starts this process. 4. Tools & Resources Required — Every tool, document, login, or template needed before starting. 5. Step-by-Step Instructions — Number every step. Write each one as a clear action verb ("Open X," "Send Y," "Check that Z is complete"). Flag decision points with IF/THEN logic (e.g., "If the client hasn't responded in 48 hours, escalate to [ROLE]."). 6. Common Mistakes to Avoid — 3-5 specific failure modes or shortcuts that break this process, based on what I described. 7. Definition of Done — A checklist of 3-5 items that confirm this process was completed correctly. 8. Review Cadence — Recommend how often this SOP should be reviewed and updated (monthly, quarterly, etc.) based on how likely this process is to change. Format the SOP in clean markdown so it can be dropped directly into Notion, Confluence, or Google Docs. Use headers, numbered lists, and bold text for scannability. Do not invent steps I didn't describe — if something is unclear, flag it with [UNCLEAR — CONFIRM WITH TEAM] so I know what to verify.
Where to use it: Ideal for founders, ops leads, or team managers who are scaling and can’t afford for critical processes to live only in someone’s head. Works best when you have even a rough description of a process, even a voice memo or Slack thread dump is plenty.
📮 Need help with AI? Here’s how we can help:
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🙌 That’s a wrap for today’s AI Break
Thanks for hanging out → don’t forget to hit subscribe, drop your thoughts below and share this update with your fellow AI enthusiasts.
Luis & Rui
PS: Catch us on X @sousa_brothers for daily updates on the latest AI developments.
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