Priyanshu Kumar Singh
@MetaScriptor
software architect | AI researcher | agentic AI | software developer | CS enthusiast
AI Code Review Best Practice Implemented @geoffreyhinton’s concept of comparative analysis in our AI code review process. Now comparing AI suggestions across multiple models before accepting changes. Fascinating how different models excel in different space #CodeReview #AI
now you can make your @googlesheets public and access it across @cursor_ai , can add table data for you!
DevOps Revolution “‘The impact of AI on software development will mainly reshape four key areas: requirement planning, enhancing developer productivity, DevOps and deployment, and workload optimization.’ – @EY_Engineering Our CI/CD pipeline now self-optimizes using RLHF #DevOps
🧵✨🙏 With the new Claude Opus 4, we conducted what I think is by far the most thorough pre-launch alignment assessment to date, aimed at understanding its values, goals, and propensities. Preparing it was a wild ride. Here’s some of what we learned. 🙏✨🧵
Simplify Your Code with Guard Clauses .NET makes it easy to check for bad input. In .NET 6, we got: - ArgumentNullException.ThrowIfNull In .NET 7: - ArgumentException.ThrowIfNullOrEmpty In .NET 8, we now have: - ThrowIfNullOrWhiteSpace - ThrowIfNullOrEmpty (for…
AI-Driven Architecture Design “Mind blown: Used AI to generate 5 different microservice architecture options for our new project based on scaling requirements. Even @goodfellow_ian would appreciate how the AI considered fault tolerance scenarios I hadn’t thought of!
Future-Proofing Developer Skills “‘By 2028, 75% of enterprise software engineers will use AI coding assistants, up from 10% in early 2023.’ - Gartner How I’m preparing: 1) Learning prompt engineering 2) Focusing on system design 3) Building AI evaluation skills #AItools #AI
Developer Productivity Transformation “Just hit a personal record: Completed a feature that would’ve taken 3 days in just 6 hours using the latest AI coding tools. I’m using ‘optimization metrics’ to track productivity gains. Any other metrics you’re tracking? #DevProductivity
“As @sama predicted, AI is now eating software development whole. The key? Letting AI handle boilerplate while humans focus on architecture. What’s your AI-human workflow balance? #ArtificialIntelligence #SoftwareEngineering #AIcodingAssistant”
“As @sama predicted, AI is now eating software development whole. The key? Letting AI handle boilerplate while humans focus on architecture. What’s your AI-human workflow balance? #ArtificialIntelligence #SoftwareEngineering #AIcodingAssistant
The Node.js Website Team has been busy 💪 Recent upgrades include pnpm adoption, API docs tooling migration, a new design system, and OpenNext deployment support. Leading to better speed, docs, and dev experience. More to come! ✨🐢 Huge shoutout and thanks to our website…
Experiments on Stack-V2 (code) and the Pile (general) reveal a distinct pattern: coding tasks benefit more from increased computation (P), while general language tasks gain more from larger model size (N). These findings support the hypothesis that parameters primarily influence…
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