Guard Rails to Minimize Blast Radius in SaaS Operations
Giving an AI agent, like the one in our cursor IDE, access to production AWS environments via MCP servers is inherently risky. We cannot trust it with admin-level permissions. Our "guard-rails" must be strict, purpose-built…
95% of AI users are still doing things manually.
The other 5% found MCP - now their AI reads files, sends emails, updates calendars directly.
Here's how to turn Claude into your personal assistant using MCP (with working code, examples, & screenshots):
Opinion: If your AI workflow needs o3 or Sonnet 4 to work, you probably designed it wrong.
GPT-3.5 failing ≠ "we need a bigger model"
GPT-3.5 failing = "we need clearer instructions"
Stop throwing compute at clarity problems. Most tasks need precision, not intelligence.
⚡…
"MCP is just hype"
That's what I thought until I saw 1000+ MCP servers built since its launch.
The USB-C moment for AI is happening now.
Here are some demos:
415 Followers 1K FollowingCustomer Support & SaaS SVP trail blazing our way to an AI-first Customer Support and Central Functions utopia. #AI #Automation
158 Followers 312 FollowingProfessional Account, passionate about using the latest technology available to digitally transform lives and businesses. No leisure/political talk.
35 Followers 102 FollowingSenior reliability engineer and devops, exploring the generative AI to improve the work and increase availability of products.
37 Followers 91 Following🔍 Database Expert | 🔧 Systems & Monitoring Maestro | 🌐 Exploring the AI Frontier | Sharing insights and journeys into the world of Artificial Intelligence |
213 Followers 1K FollowingDiscover the best ways to make money online with our proven strategies, tips, and resources. Join our community to unlock your online earning potential! 💰🌐
31K Followers 407 FollowingCo-founder, ColdIQ ($6M ARR in under 2 years) | Helping B2B companies scale revenue with the best GTM systems | https://t.co/JbSDyoITFc
141K Followers 843 Following🔑 Sharing AI Prompts, Tips & Tricks. The Biggest Collection of AI Prompts & Guides for ChatGPT, Grok, Claude & Midjourney AI → https://t.co/vwZZ2VSfsN
22K Followers 22K FollowingDeepbrain AI services AI technologies such as video and speech synthesis, live chatbots, and more required to create AI Humans.
https://t.co/l6BCYy0n8l
21K Followers 19K FollowingInspired by Algorithms, Powered by Imagination: Unleashing the Potential of Generative AI.
#GenerativeAI #deeplearning #AI #MachineLearning
87 Followers 905 Following20+ yrs in building and hacking software | Applied AI/ML | Full Stack Dev | 2x Founder | IIT Kharagpur alum | Building @EPHOR_ai @ Trilogy
65 Followers 116 FollowingCloud Solutions Architect at @engineyard. Opensource advocate. Bearded. Father of girls. Tweets are my own and not the views of my employer.
63 Followers 29 FollowingVibe coding is dead. Long live Tribe coding ️🔥
Build & manage tribes of agents on Claude Code with speed without surrendering quality or control.
2K Followers 398 Followingirish marketer in dubai fintech. startup insider. i post what actually works vs what looks good in decks. AI, tech, marketing, gcc insights. lfc fan.
158 Followers 312 FollowingProfessional Account, passionate about using the latest technology available to digitally transform lives and businesses. No leisure/political talk.
415 Followers 1K FollowingCustomer Support & SaaS SVP trail blazing our way to an AI-first Customer Support and Central Functions utopia. #AI #Automation
701 Followers 84 FollowingLatest insights on AI to stay ahead of the competition.
Follow for updates on how AI drives growth, efficiency, and productivity. AI²
154 Followers 79 FollowingAI First TechEnthusiast | AI Innovation Specialist
MS - Financial Engineering | MBA - Technology Management | Bachelors in Technology - Information Technology
43 Followers 72 Following🤖 "Exploring the Frontier of AI & Tech | 🌍 Bridging Human & Artificial Intelligence | #TechEnthusiast #AIAdvocate | Views are my own."
18K Followers 145 FollowingCORE - AI, Tech & Marketing
💡 I talk about Latest AI News & Game changing AI Tools
📹 Weekly Informative videos
YT🔗https://t.co/zmz3bgQ2E5
📩 DM for Collab
564K Followers 513 FollowingFounder of the world’s most read daily AI newsletter @therundownai. Sharing the latest developments in the world of artificial intelligence.
949K Followers 764 FollowingProfessor at NYU. Chief AI Scientist at Meta.
Researcher in AI, Machine Learning, Robotics, etc.
ACM Turing Award Laureate.
36K Followers 1 FollowingGalileo AI is now Stitch by @GoogleLabs. Turn ideas into beautiful interface design with some of the latest Gemini models. Try free of charge & build with us.
4K Followers 201 FollowingDeep Research with AI on Your Multi-Modal Data
https://t.co/39C2h3qUvx
Store any AI data.
Train/Fine-tune LLMs.
Deploy AI Knowledge Agents