When reality breaks the plan, autonomous AI systems need more than intelligence. They need control. 🧠⚙️ Think of a busy airport. ✈️ Planes move, weather changes, workers coordinate, signals conflict, and delays happen. Without a control tower, everything becomes unsafe fast. AI execution has the same problem in production. Tasks stall. Tools disagree. Workers crash. Retries grow. Someone has to decide what continues, what stops, and what needs human attention. ✨NexusWaveOS is being built as a distributed AI operating system kernel layer for production AI execution. A layer for bounded execution, failure containment, event-backed state, recovery, governance, and operational visibility. Because powerful AI is not enough. The system around it must be reliable. 🔒

Most people don't know where to start when they have an app idea. So they either: → Start building immediately (and waste 6 months on the wrong thing. I did this.) → Never start at all (because it feels too big. I did this too.) I built 3 apps. Every single one followed the same 5-phase process. Phase 1: Validate (before you design anything) Phase 2: Plan (before you build anything) Phase 3: Build (the actual building) Phase 4: Pre-Launch (before you submit to the App Store) Phase 5: Launch (and beyond) This checklist walks you through each phase. It's free. It's printable. It's your roadmap. WHAT'S IN IT: → The 5 phases broken down (what you do in each one, why it matters) → Checkboxes for every step (so you know exactly where you are) → Red flags to watch for (mistakes I made so you don't) → My story (how I went from zero to 3 published apps using this exact process) → Real timelines (how long each phase actually takes) It's not a theoretical framework. It's the actual process I use. WHO THIS IS FOR? The builder who has an app idea and has been waiting for: → "The right time to learn to code" → "Permission to start" → "A clear roadmap" → "Proof that it's actually possible" This checklist is for you. Non-technical founders. Solo builders. People who are tired of waiting. HOW TO GET IT: DM me "APP" on X and I'll send it to you. It's free. No strings. Just a checklist and a story. (And if you want help going through it together, that's where consulting comes in. But the checklist? That's yours either way.) Here's the app I built: apps.apple.com/us/app/ultima…

🚀 #Hiring a GenAI Engineer Looking for someone with experience in: • GPT, Claude, Gemini, Llama, Mistral • RAG, Prompt Engineering, Embeddings • LangChain / LangGraph / LlamaIndex • Python, FastAPI, APIs • Pinecone, FAISS, Weaviate • AWS / Azure / GCP 📩 ng@askng.in, if interested or tag someone who should see this.

✨تِيهْ دَلالًا… رحلة موسيقية حالمة مستوحاة من كلمات الشاعر الصوفي الكبير ابن الفارض تيه دلالا فانت اهل لذاكا وتحكم فالحسن قد اعطاكا ولك الامر فاقض ما انت قاض فعلي الجمال قد ولاكا وتلافي ان كان فيه ائتلافي بك عجل به جعلت فداكا وبما شئت في هواك اختبرني فاختياري ما كان فيه رضاكا فعلى كل حالة انت مني بي اولى اذ لم اكن لولاكا وكفاني عزا بحبك ذلي وخضوعي ولست من اكفاكا واذا ما اليك بالوصل عزت نسبتي عزة وصح ولاكا فاتّهامي بالحب حسبي واني بين قومي اعد من قتلاكا youtube.com/watch?v=1Z7Gu0Yi…

We are now hiring for Scout AI. A few positions are open & we are looking to fill all of them. Hiring: • Sales Reps • Live Chat Customer Service • Content Coordinator • Product Display Video Editors • Creator Partnership Outreach • Affiliate Marketing Manager Apply Here: usescoutai.com/apply Mostly intern positions unless you have a resume.

✨Long time I didn’t share what I’m building in NexusWaveOS. I’ve been busy with work and college, but I didn’t stop working on NexusWaveOS. Most of the recent work has been below the surface: deterministic control, safer execution boundaries, stronger validation gates, and tighter repo integrity checks. Today’s work is about fixing a foundational kernel-core inventory issue and making sure the same class of drift cannot happen silently again. For me, building AI infrastructure is not about adding more features. It is about making sure the system stays stable when things fail.

Elon just created 4,400 millionaires in a single day. 400 of them are now worth over $100 million. These aren't VCs. They're SpaceX employees, and the list includes welders, technicians, and cafeteria staff, because for two decades the company paid every level of the workforce in stock instead of higher salaries. Juan Hernandez immigrated from Mexico and took a $28 an hour contractor welding job in 2015. He says he didn't even know what SpaceX was. The company gave him a $10,000 equity grant and let him buy more shares through payroll deductions. That stake is now worth $880,000. Trevor Hise's parents wanted him to take a stable job at General Electric. He picked SpaceX instead, stayed 12 years, and accumulated over 100,000 shares. At the $135 listing price that's $13.5 million. He's 37 and semiretired. His words: "The magnitude of this has been ridiculous." The most telling detail came before the listing. Over 100 employees quietly banded together and negotiated a group wealth management deal covering up to $5 billion, because none of them had ever needed a wealth manager before. Software IPOs have minted millionaires for 30 years. This is the first one where the money went to the factory floor.

Looking for AI engineers who treat evals as the actual work. SF only. Founding Engineer. $200K–$250K 0.5–1% equity. Seed-stage healthcare AI company backed by SignalFire, Define Ventures, and Peterson Ventures. Building AI agents that automate clinical trial operations across 200 research sites and 40 site networks. If you’ve built evals, agents, RAG systems, or LLM observability tooling, I’d love to talk.

I got to see my friend @Snugug at IO (we get to work together now!) and he asked me some questions about WebMCP. I would say I'm sorry about the pun at the end but of course I'm not.

الحمد والشكر ليك يارب

.@FBIDirectorKash: "We're not just going coast to coast on fraud, we're going overseas."

RT @CiscoAI: For 40 years, @Cisco has built the infrastructure that connects and powers the world. It's time to find out what happens when…

Don't you cry for the lost Smile for the living Get what you need and give what you're given Life's for the living so live it Or you're better off dead. youtube.com/watch?v=3q-X3XCb…

Introducing Monako Glass 👓 The world's first wearable Linux computer in glasses form. Run Claude Code, Codex, and any coding agent — anywhere.

We’re making Codex more useful for your work by expanding plugins beyond individual tools. These plugins turn Codex into a specialist for a specific role with a single install, no coding required. Codex can access 62 popular apps and 110 skills for work across sales, data analytics, creative production, product design, and public equity investing. openai.com/index/codex-for-e…

It's time to fly.

👀 x.com/i/chat/group_join/g206…

The AI era needs a new CPU. Meet NVIDIA Vera, 80% faster agentic task completion than x86. Built for AI factories. Built for what's next. The CPU for agents has arrived. 🔗 nvda.ws/4ugo9Uf

Role-specific plugins in Codex are built around the work teams actually do. Plugins for Data Analytics, Creative Production, and Product Design give Codex the tools and context to create reports, creative directions, and prototypes. Built and used by OpenAI teams.

1. NVIDIA announced RTX Spark for Windows PCs Old PC: runs apps New AI PC: runs apps local AI agents 2. AI can run on your own device Cloud AI: your data → internet → server → response Local AI: your data → your PC → response 3. More privacy Cloud AI: upload sensitive files Local AI: process files on your device 4. Faster responses Cloud AI: waits for internet and servers Local AI: responds directly from your PC 5. Better personal AI agents You ask: find, summarize, draft Your PC: completes the task locally 6. Your PC becomes an AI teammate Before: you open everything manually Next: the AI helps manage the workflow 7. Security becomes critical Unsafe AI: too much access Secure AI: only what you allow 8. This is the next AI era Past: AI lived mostly in the cloud Next: AI lives on your personal device