Andrew Ng just released 2-hour course on 100% Graph engineering: 1 prompt → 100 agents → loops → graphs from scratch:
10% → 9:14 - build your first agent from scratch
30% → 33:11 - Loop engineering
55% → 1:02:46 - Graph engineering
75% → 1:30:15 - agents that rewrite themselves
100% → 1:49:05 - full graph system that work without you
most graph tutorials stop at the diagram - this one has you running one in the first 20 minutes
watch this brilliant course, build the graph - then read the full architecture below ↓
Anastasia retweeted
Private MCP servers 🤝 OpenAI products
Your team can keep MCP servers inside your network while ChatGPT, Codex, and the Responses API connect through outbound-only HTTPS.
🔗 developers.openai.com/api/do…
Anastasia retweeted
SkillSpector - a new security scanner for skills by NVIDIA
• Scan AI agent skills before installing them
• 64 security checks across 16 categories
• Fast static analysis +
• Optional LLM semantic evaluation
• Prompt injection detection
• Credential theft detection
• Supply-chain vulnerability scanning
• AST & taint-flow analysis
• MCP security checks
• Optional LLM review layer
• SARIF output for CI/CD
Think "Semgrep + antivirus" for AI agent skills.
github.com/nvidia/skillspect…
Building AI for debugging production systems
OpenSRE
Contributors welcome →
github.com/Tracer-Cloud/open…
Anastasia retweeted
Grok Build is coming. Not autocomplete… a full coding agent.
You describe it. Grok plans, codes, and debugs. Up to 8 agents run in parallel.
Apps, sites, full repos. Built from plain English.
Arena Mode picks the best output. The local CLI keeps your code private.
This isn’t “help me code.” It just builds.
@xAI @grok
Codex now works directly in Chrome on macOS and Windows.
It’s even better at working with apps and sites in Chrome, and now works in parallel across tabs in the background without taking over your browser.
To get started, install the Chrome plugin in the Codex app.
Anastasia retweeted
Replying to @0xditte
I like doing unit tests, but hate end-to-end tests. Maybe playwright + Synpress could help me to like it
Anastasia retweeted
Experience the bot completely reimagined. 🌟
A completely new design, reminders for match prediction, notifications when games are interrupted, continued or postponed. New commands like /features and /standings and new languages and much more.
Anastasia retweeted
🎡 New Game Drop: Wheel is LIVE!👀
Built fully in-house by the BetSwirl Game Studio — Wheel is now spinning across all chains! Simple rules, juicy multipliers and instant onchain payouts.
🟢 1.40x
🔵 1.80x
🟣 2.00x
🟧 3.00x
⚫️ 0.00x (ouch)
Spin the wheel. Beat the odds. Tilt the house.
Anastasia retweeted
GM ☀️
V3 is coming ⚙️
A new era for onchain prediction markets begins.
Better odds. Better UX. Better execution.
No slippage. No noise. Just raw market logic.
Migration starts today 👀
Anastasia retweeted
Coinbase Wallet Mini App Builder Workshop teapawt.net/i/broadcasts/1BRJjmALv…
Anastasia retweeted
Attention #Web3 community! Our AzuroMatchFetcher is facing rate-limiting issues, hindering our betting process. We’re seeking your expertise to resolve this challenge! If you have solutions or suggestions, please share them here or DM us. Your support is crucial to continue our operations and provide top-notch betting services. Let’s solve this together! #Blockchain #Betting #CommunitySupport





























