News
Moving from Prompting to Semantic Schema Enforcement: Turning. cursorrules into Unit Tests for AI Ag | Hacker Noon
4+ hour, 27+ min ago (85+ words) Production deployment of local 8 B models inherently triggers syntax errors and context drift. We bypassed expensive cloud LLMs by building a deterministic sandbox pipeline around Llama-3-8 B'using Rust-based AST repair and stateless XML error retries to force 94. 8% code compliance while…...
Evaluating RAG Systems: Why Answer Quality Is Not Enough
7+ hour, 30+ min ago (128+ words) Hacker Noon Evaluating RAG Systems: Why Answer Quality Is Not Enough I'm a Senior Applied Scientist at Amazon with over 10 years of experience building production-scale ML/AI systems. I am a Senior Data Engineer at AWS, where I build AI-driven…...
Hexabot Earns a 76. 42 Proof of Usefulness Score by Building an Open, Self-Hostable AI Workflow Automation Platform
8+ hour, 30+ min ago (41+ words) Hacker Noon Hexabot Earns a 76. 42 Proof of Usefulness Score by Building an Open, Self-Hostable AI Workflow Automation Platform Software and AI Engineer...
AI Power Is Moving From Models to Infrastructure
8+ hour, 38+ min ago (29+ words) Hacker Noon AI Power Is Moving From Models to Infrastructure China's AI Chip Push Signals a New Phase in Tech Substitution...
Principal Components in Type Script (Part 3): PCA for Vision Model Explainability
15+ hour, 32+ min ago (40+ words) Hacker Noon Principal Components in Type Script (Part 3): PCA for Vision Model Explainability No vibes, only code " Principal Components in Type Script (Part 2): How PCA Actually Works Under the Hood...
three. ws Earns a 78. 1 Proof of Usefulness Score by Building Embeddable 3 D AI Agents
1+ day, 2+ hour ago (122+ words) Hacker Noon three. ws Earns a 78. 1 Proof of Usefulness Score by Building Embeddable 3 D AI Agents Global Hackathon by Hacker Noon" Win $150k+ from Jan until June. Sponsored by Bright Data, Storyblok, Neo4j & Algolia. Outdo Earns a 67 Proof of Usefulness Score by…...
AI Doesn't Exist, and Poop Proves It | Hacker Noon
1+ day, 3+ hour ago (96+ words) Maybe AI is not artificial intelligence. Maybe it is accumulated intelligence: human thought, language, code, memory, bias, and culture compressed into machines and reflected back at us. AI Doesn't Exist, and Poop Proves It A guy who likes to think…...
Machine Learning Based Static Malware Detection System Earns a 24. 7 Proof of Usefulness Score by Building an End-to-End ML System for Detecting Malicious Executables
1+ day, 7+ hour ago (122+ words) Hacker Noon Machine Learning Based Static Malware Detection System Earns a 24. 7 Proof of Usefulness Score by Building an End-to-End ML System for Detecting Malicious Executables Full-Stack Software Engineer with passion for coding. Director of Engineering @KOLROSE LIMITED Everything You Need…...
Docker Gets Easier Once You Understand These 11 Concepts
1+ day, 9+ hour ago (89+ words) Hacker Noon Docker Gets Easier Once You Understand These 11 Concepts A software engineer and AI builder with experience across AI-development, LLM applications, RAG systems and cloud infra Using Docker Compose for AI Agent Development Production RAG: The Five Decisions Behind…...
Illegal Instruction: 4 - The Absurd Reason AI Tools Are Crashing on Capable Hardware
2+ day, 9+ hour ago (109+ words) Hacker Noon Illegal Instruction: 4 - The Absurd Reason AI Tools Are Crashing on Capable Hardware Senior backend engineer at KAYAK building systems at scale. Writes about distributed systems, AI and tradeoffs. Why Enterprise Teams Are Struggling With the Operational Cost of…...