@Rus_Khairullin Cases like this show the real challenge isn’t AI capability, but control boundaries. How do we design systems that assume agent mistakes by default?
English
TalentBridge Hub
120 posts
TalentBridge Hub
@TalentBridgeHub
Empowering students to learn and earn from skills | Helping businesses access skilled individuals | A trusted talent bridge
Global Tham gia Eylül 2025
20 Đang theo dõi25 Người theo dõi
Cursor’s AI agent powered by Claude Opus 4.6 fully wiped a production database of the startup PocketOS in 9 seconds. Backups included 👀
Nothing can be recovered.
CEO Jer Crane shared the details: the agent was working on a routine task in a test environment, found an API token with full permissions (including volumeDelete), deleted the entire storage on Railway, and did not even ask for confirmation.
When asked “why?”, the AI admitted:
•Violated every security rule
•“Guessed instead of checking”, did not read the documentation
AI agents are already in production. The defense layer is not.
What is needed: scoped tokens, mandatory confirmations for destructive operations, separated backups, and built-in safeguards in tools.
Classic case of “the most powerful AI + the best settings” = catastrophe in seconds.
It happens. No big deal.
Ruslan Khairullin@Rus_Khairullin
You think you are early to AI agents in crypto. You are not. Here are the numbers as of this month: 250,000+ AI agents are active on-chain every day. Up 400% from last year. 19% of all on-chain transactions are already coming from agents. Was almost zero in late 2024. 76-80% of stablecoin volume is moving between agents. Not humans. 120 million agentic transactions in Q1 alone. While CT is still arguing about altseason and posting cat memes, machines are quietly running the rails. They trade. They pay each other. They settle. They optimize. 24/7. No bathroom breaks. The crazy part: by 2030, 80% of DeFi transactions will be agent-driven. That is not a prediction. That is the slope of the curve right now. Crypto was not built for AI agents. It was just the only system fast enough, programmable enough, and permissionless enough to let them exist. We built the rails for ourselves and the machines moved in. The next 5 years are going to look nothing like the last 5.
English
@itsdanstark Interesting direction. Curious how you’re handling validation and iteration without a traditional team structure.
English
@bellamalwa This is the reality of building from zero, you're switching roles constantly just to keep things moving.
English
@JD_Patrick TalentBridge Hub is here for builders. Let’s connect and grow together 🤝
English
Opener shift, and a note as the season warms up:
Thank you all so much for this unique and incredible community we are building here, however - I am not able to host or provide course access, speak with your local Club Pro about the appropriate way to request reciprocal play 🤝
English
@chiyerugobank TalentBridge Hub is here for builders. Let’s connect and grow together 🤝
English
I am deeply grateful for the skills I’ve been blessed with and the resilience to push through the hardest moments. My Vault Strategy is the cornerstone of everything I am building.- chiyerugobank ✍️ 💯 📌
#forextrading
United Arab Emirates 🇦🇪 English
@rimjhimv303 TalentBridge Hub is here for builders. Let’s connect and grow together 🤝
English
@beswinjoee @X TalentBridge Hub is here for builders. Let’s connect and grow together 🤝
English
Hey @X
I'm looking to #connect with people interested in:
- Frontend
- Backend
- Full stack
- DevOps
- AI/ML
- Data Science
- UI/UX
- Freelancing
- Startup
- Saas
Say hi 👋 & Let's grow together #BuildingInPublic #CONNECT
English
The biggest career problem today isn’t lack of skill.
It’s lack of access.
Millions of people are learning valuable skills every day: writing, design, marketing.
But the real question is:
Where do you apply what you’ve learned?
TalentBridge Hub is built to solve that gap.
Enugu, Nigeria 🇳🇬 English
@SetGirlX @RIICommunity That's a strong idea, let's connect 🤝always great to meet builders.
English
@TalentBridgeHub @RIICommunity I’m exploring building a local Nigerian content and voice agents that other devs and users can consume
English
@TalentBridgeHub sure currently I'm working on my app with integrating ai
English
@thudarx This is a strong area. At TalentBridge Hub, we are building a space to connect developers and builders across different paths, focused on learning, collaboration, and growth 🤝
English
@TalentBridgeHub Im currently working on supply chain traceability systems…
And you?
English
@TalentBridgeHub I am building LoreData, a mock data generator where each persona comes from one fictional universe with no cross-universe mixing.
GitHub: github.com/orchidfiles/lo…
English
@xPraveen07 @humanin_theloop Let’s connect 🤝 Always great to meet builders, what are you currently working on?
English
I am looking to #Connect with people who are interested in:
Coding
Web Development
App Development
Frontend
Backend
React/Nextjs
Javascript/Typescript
Tailwind CSS
PHP/Laravel
UI/UX
Open Source
Software Development
Agentic Development
Claude Code
Extensibility
Follow, PM, ask for LinkedIn
#letsconnect #ai #development
English
@humanin_theloop Love this 🔥 A lot of these areas are exactly where modern software development is heading. What are you building currently?
English
@0xAbhiii @RIICommunity Let’s connect 🤝 Always great to meet builders.
English
@FortuneDataGuy @RIICommunity Let’s connect 🤝 Always great to meet builders.
English
@RIICommunity I'm open to connecting with like-minds..
English
@orchidcode Nice 🔥 Strong background, products, experiments, and sharing along the way is a powerful combo. What kind of experiments are you currently running?
English
@RIICommunity My background is in startups and product work. These days it is mostly products, experiments, and writing along the way.
English
@muchoki2 Let’s connect 🤝 Always great to meet builders.
English
@Satyam_243 Let’s connect 🤝 Always great to meet builders, what are you currently working on?
English
@RajG0709 Let’s connect 🤝 Always great to meet builders, what are you currently working on?
English
