Melak Wubshet 🐈

Cats are the most adorable and crazy creatures; Nest js too! 🐈 @nestframework #nestjs #backend #developers

Like a father, like son moment.

@kalkidanegash I am surprised by his height 🤣

Jeles is crying out load when they ask him የሻማ at the ሸቤ.😂

Hosting Zero to Agent in Addis Ababa on May 2. Global Build Week. Ship a real agent with @v0 + @vercel. Free, $6k+ prizes up for grabs. Don’t miss out secure your spot now :) luma.com/f9yxgtri #ZerotoAgent

Cooking something for the @SallaApp merchant community in the middle east. #saas #startup #ai

African Cities Innovation Fund – Grants Up to $75,000 for African Innovators. Are you working on solutions to urban challenges in Sub-Saharan Africa? The #African Cities #Innovation Fund is supporting collaborative innovations that build smart, healthy, equitable, and resilient cities. ✨ Key Benefits 1. Grant funding of up to $75,000 2. Support for collaborative, scale-ready urban innovations 3. Focus on climate resilience, digital equity, youth employment, and healthy urban spaces 4. Opportunity to pilot impactful solutions for low-income urban communities 📅 Applications open: Early 2026 🔗 Learn more & apply:
 lnkd.in/gXeTbzjZ #AfricanOpportunities #GrantsForAfrica #UrbanInnovation #AfricaFunding #OpportunitiesForYouth

Advanced Machine Intelligence (AMI) is building a new breed of AI systems that understand the world, have persistent memory, can reason and plan, and are controllable and safe. We’ve raised a $1.03B (~€890M) round from global investors who believe in our vision of universally intelligent systems centered on world models. This round is co-led by Cathay Innovation, Greycroft, Hiro Capital, HV Capital, and Bezos Expeditions, along with other investors and angels across the world. We are a growing team of researchers and builders, operating in Paris, New York, Montreal and Singapore from day one. Read more: amilabs.xyz AMI - Real world. Real intelligence.

@v0 Nice one 😂. We need v0.1 first tho.

Important announcement from the v0 team

IShowSpeed showing the nightlife of this Ethiopian city 🇪🇹 It looks insanely beautiful 😍

#Ethiopian Orthodox are celebrating christmas in such beauty 😍. #Ethiopia #Christmas #AddisAbaba

What's is going on below us?

My feed flooded with "one-shot" landing pages vibe-coded with #Gemini3 😄.

CrewAI - Max iterations to prevent loops or timeouts. TL;DR: Never trust execution! turn a 70% failure risk into 99.9% reliability using -> Validate-> Atomic write -> Verify -> Fallback #AI #AIAgent #AgenticAI

Top Systems have common "Execution Trick" to mitigate these failures. For example: LangGraph - Roll back on failed execution, retry with new plan OpenAI Swarm - Human-in-the-loop on execution failure Semantic Kernel - Automatic function calling with execution setting

Thread: 🧵 AI agents must be resilient, not just smart! Execution stage in agentic workflow is the hardest stage for agents to achieve successfully. It could be due to tool call error (the most common one), output parsing fails, side-effect mismatch or env't changed mid-loop.

And this one is scary: x.com/UnitreeRobotic…

Anticipating the surge of consumer and commercial robots by 2026. The real question is, how will we adapt to the unprecedented level of automation in the workforce and the scale of job displacement that's coming? #AI #Automation #Robotics

Holy shit. MIT just built an AI that can rewrite its own code to get smarter 🤯 It’s called SEAL (Self-Adapting Language Models). Instead of humans fine-tuning it, SEAL reads new info, rewrites it in its own words, and runs gradient updates on itself literally performing self-directed learning. The results? ✅ +40% boost in factual recall ✅ Outperforms GPT-4.1 using data it generated *itself* ✅ Learns new tasks without any human in the loop LLMs that finetune themselves are no longer sci-fi. We just entered the age of self-evolving models. Paper: jyopari. github. io/posts/seal