jaggu

Today, we're launching Incognito Chat with Meta AI on @WhatsApp and the Meta AI app, a new way to have completely private conversations with AI. about.fb.com/news/2026/05/i…

i spoke to a founder yesterday - their CTO finally read their agent-made codebase after months and panicked when he realized it was impossible to understand wtf was going on my rule of thumb is: if your codebase starts written by agents, don’t try to understand it instead, align at the architectural level before any building happens, and ask the agent to maintain a living architecture diagram of how the system works there are three altitudes that matter: - Top-level: architecture - Mid-level: patterns & abstractions - Low-level: file-level code in today’s world, a CTO should be deeply concerned with #1. #2 matters too, but not as critical as #1. if #1 and #2 are dialed in, #3 is where most of the high leverage agentic gains live. as long as you understand the architecture and critical interfaces, it becomes much easier to reason about ground truth and meaningfully iterate understanding and informing the architecture / patterns / abstractions give your codebase maximum longevity and agent maintainability

Agent Gallery in Gemini Enterprise is your unified destination for every agent your teams need—whether built by Google, created internally by your company, or discovered through our partners! NEW: Agent Marketplace is integrated into the Agent Gallery → goo.gle/4wiJXkn

OpenAI is gating GPT-5.5-Cyber, a domain-specialized model, behind verified-defender access. Trusted Access for Cyber, expanded. — frontier labs treating offensive-capable systems differently from the rest of the catalog. openai.com/index/gpt-5-5-…

gemini 3.1 flash-lite is here it's our most cost-efficient model, optimized for high-volume agentic tasks, translation, and simple data processing

Hi Singapore 🇸🇬, meet Codex 🩵 With Codex, ANYONE can build and create. We’re turning that energy up this May. We’re a diamond sponsor 💎 at @aiDotEngineer Singapore, at a bunch of events, and hosting sessions for builders at every level. Plus, @thsottiaux will be in town. There's something for everyone: > Intro workshops if you’re just getting started. > Hack nights if you want to go deep & tokenmax > Demo nights if you want to see what people are building. May is going to be fun, and we're just getting started. +++++++++++++++++ 3 May: Emergency Codex Hackathon luma.com/zprbhtzyTogeth… with @brianchew 4 May: Codex Hack Night - Design & Frontend luma.com/bw3rpffqTogeth… with @cleondesigns 5 May: Codex Demo Night - GPT-5.5 & ImageGen 2 luma.com/tu1yajd5Togeth… with @Lorong_AI and @yongquanYQ 7 May: AI Engineer UnConference luma.com/3binn6ce No talk there, but I’ll be hanging out. Come find us. Together with the @65labslah crew 9 May: AI Engineer Singapore Hackathon Link is TBA Together with the @65labslah crew 9 May: Codex workshop at The Good Hack lnkd.in/gYrUMj3g Thanks for inviting us GoodHub SEA (Joanne Tan), Open Government Products 11 May: Codex Hack Night - Computer Use luma.com/pbk5bb32 Together with @Lorong_AI and @yongquanYQ 13 May: Codex Hack Night - TBC 👀 luma.com/4v97ndhxTogeth… Together with @Lorong_AI TBA: Intro to Codex for Everyday Work - Workshop 15 May: AI Engineer Singapore - Codex Workshop 16-17 May: AI Engineer Singapore - Keynotes + Codex Booths and more ...

If you're serious about AI engineering (in 2026), then learn these 13 concepts: 1 How Vector Database Works → newsletter.systemdesign.one/p/what-is-a-ve… 2 How RAG Works → newsletter.systemdesign.one/p/how-rag-works 3 Design Personal Chat Assistant → newsletter.systemdesign.one/p/ai-chat-assi… 4 LLM Concepts - A Deep Dive → newsletter.systemdesign.one/p/llm-concepts 5 How to Design an AI Agent → newsletter.systemdesign.one/p/how-do-ai-ag… 6 What is Reinforcement Learning → newsletter.systemdesign.one/p/what-is-rein… 7 LLM Evals 101 → newsletter.systemdesign.one/p/llm-evals 8 Context Engineering 101 → newsletter.systemdesign.one/p/what-is-cont… 9 AI Coding Workflow 101 → newsletter.systemdesign.one/p/ai-coding-wo… 10 Agentic Patterns, Simply Explained → newsletter.systemdesign.one/p/agentic-desi… 11 How AI Agents Work → newsletter.systemdesign.one/p/ai-agents-ex… 12 Multi-Agent Architectures, Clearly Explained → newsletter.systemdesign.one/p/multi-agent-… 13 How MCP Works → newsletter.systemdesign.one/p/how-mcp-works What else should make this list? === 👋 PS - Want my System Design Playbook (for Free)? Join my newsletter with 200K+ software engineers now: → newsletter.systemdesign.one/join === 💾 Save now & repost to help others learn AI engineering. 👤 Follow @systemdesignone + turn on notifications.

Google's 5-Day Vibe Coding AI Agents course is back. 1.5 million developers took it last year. Register now. 100% free.

April was a pretty strong month for LLM releases: - Gemma 4 - GLM-5.1 - Qwen3.6 - Kimi K2.6 - DeepSeek V4 All are now added to the LLM Architecture Gallery. More details once I am fully back in May!

We launched browser agents that never sleep

Playbook for making any company AI-first. Everyone talks about building an AI-native company, but very few explain how to actually run one. The lesson from Every and YC: becoming AI-first is not tool adoption, it is structural transformation. Shift the mindset, redesign workflows, remove human bottlenecks, lift junior talent, and add lightweight governance so speed does not turn into chaos.

Singapore’s AI obsession just hit Everest peak. The Foreign Minister is self-hosting Claude on a Raspberry Pi and building a diplomatic knowledge graph using Karpathy’s LLM Wiki pattern. Wahlao! SG devs, the minister is coming for your job. And he’s not even using Cursor — he’s on NanoClaw running locally. Can someone git pull his code and give it a test. Only bad thing? He dropped this on Facebook instead of X. Minister, we need to talk. gist.github.com/VivianBalakris…

Monday night at *SCAPE was 🔥 Built my first web app with Claude Code surrounded by the most encouraging crew of builders. No gatekeeping, just good energy. Huge thanks to @Growthlabsg and @SCAPEsg for making Claude SG #002 happen. If you’re in SG, don’t miss #003 🙌

@vibecodeapp_ 👏looks full agentic

Introducing the first Full-Stack Vibe Coding Platform powered by Claude Code. Not only can you build a professional mobile app that accepts payments and ship it to the app store... As of today you can build a web app and deploy it to the internet with one click. In celebration of 5000 vibe coded apps published to the app store, we're giving away a free month of vibe coding for those who reply to this post. Reply and we'll DM you credits 👇

Check out this interactive guide to modern tech stacks — 200 technologies compared with mind maps and filters opentechstack.stitchwebsite.com/DevOps-Stacks-…

@chddaniel Shipper

🚨🚨 Vibe Coding 2.0 is here. From today on, Claude Opus 4.6 in Shipper can build and run a full business by itself, without any human contact. We just launched Shipper. It's a tool for Claude to: → Build web/mobile apps and Chrome extensions → Code, design, monetize, launch → Do email marketing for you → Translate the entire app instantly → Self-maintain in the long run Claude's most powerful engines can now do all of that from a <10 word prompt, for as low as $0.28/app... And it takes minutes! Simply go to Shipper, then ask Claude to "create a talent-hiring platform" or "build an analytics SaaS that charges $29/mo"! To celebrate the launch, we're giving away free credits randomly. Repost rand comment "SHIPPER" and we'll pick the winners.

@rudrank Noted, thanks for the reply 👍🏻

@myCampusKart I do not have the bandwidth

This seems cool; need to give it a try