As the AI coding industry matures, one thing is clear: #AI used poorly creates massive #TechnicalDebt.

Skeleton Architecture helps tame the chaos. By separating human-owned base classes from AI logic, we can enforce security & structure while maintaining high velocity - all without architectural drift.

The 3 Key Pillars: 🔹 Structure code for AI consumption 🔹 Implement rigid guardrails 🔹 Shift skills from translation → modeling

📰 Dive deeper into Patrick Ferry’s #InfoQ article: https://bit.ly/4bv05Hr

#AIDevelopment #CodeGeneration #SoftwareArchitecture #SoftwareDevelopment

https://winbuzzer.com/2026/02/03/spacex-acquires-xai-orbital-data-center-constellation-xcxwbn/

SpaceX Acquires xAI to Build Orbital Data Center Constellation

#AI #ElonMusk #xAI #SpaceX #DataCenters #Space #AIInvestment #Satellites #AIDevelopment #Starlink

I'll Know It When I Build It" delves into AI's role in shifting software dev from "plotting" to "pantsing." It's a game-changer for PMs, enabling discovery through creation. Flexibility and iteration are key to product innovation. Highly recommended! #ProductManagement #AIDevelopment 🚀 https://cwodtke.com/ill-know-it-when-i-build-it/

Snowflake OpenAI $200M Partnership Deal Unlocks AI Agents for 12,600+ Companies

Snowflake OpenAI Partnership Deal: transform enterprise data with secure AI agents. Discover insights—subscribe for updates today.

#AI #ArtificialIntelligence #AIDevelopment

Read More: https://tech-now.io/en/blogs/snowflake-openai-200m-partnership-deal-unlocks-ai-agents-for-12600-companies

AI-driven coding accelerates development but introduces security, technical debt, and skill erosion risks. Adaptive trust models could act as intelligent guardrails, balancing innovation with safety and developer growth. Discover more at https://dev.to/rawveg/the-guardrails-we-need-37el
#HumanInTheLoop #AIDevelopment #SoftwareSecurity #TechTrust

Công cụ mã nguồn mở PromptScript giúp đồng bộ hướng dẫn AI (Copilot, Claude, Cursor) qua nhiều repos, giải quyết vấn đề "Prompt Drift" trong team lớn. Viết một lần, biên dịch cho nhiều nền tảng, hỗ trợ kế thừa và cập nhật tập trung. Cần phản hồi về cú pháp, tác dụng và nhu cầu thực tế trước khi ra mắt v1. #OpenSource #AIDevelopment #PromptScript #DevTool #CôngCụLậpTrình #PhátTriểnPhầnMềm #AI

https://www.reddit.com/r/SideProject/comments/1qte3et/im_closing_in_on_v1_of_my_opensource_tool_that/

Ramp revealed the architecture of Inspect!

Internal #AIagents are now handling ~30% of merged pull requests across their frontend and backend repositories.

How❓ By giving #AI the same access to the development environment as human engineers.

Check out #InfoQ for a deep dive: https://bit.ly/4btmhBS

#SoftwareDevelopment #AIdevelopment #PlatformEngineering

Pinterest cuts 780 jobs while investors question the AI pivot strategy: Pinterest reduces workforce by 15% to fund AI development, but shares sink 9.61% as analysts question whether automation addresses competitive pressures from Meta and TikTok. https://ppc.land/pinterest-cuts-780-jobs-while-investors-question-the-ai-pivot-strategy/ #Pinterest #JobCuts #AIdevelopment #TechIndustry #Investors

[Anders Hejlsberg의 GitHub 블로그 인터뷰에서 나온 7가지 교훈

C#과 TypeScript의 설계자 Anders Hejlsberg가 GitHub 블로그 인터뷰에서 공유한 7가지 교훈. 빠른 피드백, 소프트웨어 스케일링, TypeScript의 확장성, 오픈소스 성공의 핵심, 컴파일러 유지보수, AI 주도 개발 환경, 오픈 협업의 중요성 등을 강조.

https://news.hada.io/topic?id=26215

#softwareengineering #typescript #csharp #opensource #aidevelopment

[Show GN: LiDAR 인지 AI 개발에서 “데이터→라벨링→학습→배포”를 빠르게 돌리는 방법

뷰런테크놀로지(Vueron Technology)가 개발한 LiDAR 기반 인지 AI 개발 플랫폼 'VueX(뷰엑스)'를 소개하며, 데이터 수집, 라벨링, 모델 학습, 배포까지의 전체 프로세스를 통합하여 연구 및 프로젝트 반복 사이클을 빠르게 돌릴 수 있는 솔루션을 제공한다. CES 2026에서 인사이트와 데모 영상을 공유하며, LiDAR/3D 인지 분야의 연구자들에게 유용한 플랫폼임을 강조한다.

https://news.hada.io/topic?id=26216

#lidar #aidevelopment #perceptionai #autonomousdriving #robotics

Tommy Collison (@tommycollison)

Cursor가 글로벌 기업 대상 AI 지원 소프트웨어 개발을 위해 인포시스(Infosys)와 파트너십을 체결한다는 발표. 기업용 소프트웨어 개발 영역에서 Cursor의 확장과 인포시스의 글로벌 채널 결합을 알림.

https://x.com/tommycollison/status/2016563912179843548

#cursor #infosys #enterpriseai #aidevelopment

You gave us feedback, and we listened. Beta 2 is out for the pgEdge MCP Server for #Postgres!

Before, the #MCP server was only able to query data - now there's an optional write access mode, with security guards built-in.

We've also reduced token consumption, reorganized the CLI commands to improve the user experience, & created a new hybrid chunking algorithm. ⚙️

💬 https://www.pgedge.com/blog/what-s-new-in-the-pgedge-postgres-mcp-server-beta-2-and-beta-3

#postgresql #opensource #oss #ai #llm #aiops #llmops #aidev #aidevelopment #aiprogramming #programming

#AI is transforming software development - from code generation to automated documentation.

But beyond the hype, what’s actually changed?

#InfoQ spoke with engineers, architects, and tech leaders to explore how AI-assisted tools are reshaping day-to-day development - and the lessons they’ve learned in real-world use.

📰 Read the virtual panel here: https://bit.ly/46hFeUr

#SoftwareDevelopment #AIDevelopment

AI coding assistants are transforming software development, but they require meticulous upfront planning and structured specifications to avoid architectural drift and inefficiencies. Embracing disciplined specification practices ensures teams harness AI’s potential effectively.
Discover more at https://smarterarticles.co.uk/the-architecture-tax-ai-coding-assistants-demand-better-planning?pk_campaign=rss-feed
#HumanInTheLoop #AIDevelopment #SoftwareArchitecture #CreativeTechnology

There are many use cases for both RAG and MCP servers - but there are significant differences in how your data is accessed & protected depending on your choice.

Our vice president of engineering (Dave Page) wrote a thorough guide on which to choose and when - if you missed it before, here's the link:

🔗 https://www.pgedge.com/blog/rag-servers-vs-mcp-servers-choosing-the-right-approach-for-ai-powered-database-access

#programming #rag #mcp #datasecurity #cybersecurity #dataprotection #opensource #postgresql #postgres #database #aidevelopment #appdev

Skill.md: An open standard for agent skills

https://www.mintlify.com/blog/skill-md

#HackerNews #SkillMD #OpenStandard #AgentSkills #AIDevelopment #TechInnovation

Mindstek AI in Vancouver builds innovative AI applications and mobile solutions that drive digital transformation. We blend cutting-edge machine learning, intelligent automation, and custom app development to deliver scalable, user-centric products that accelerate growth and business performance. https://mindstekai.com/mobile_app/

#AIApplicationDevelopment #AIDevelopment #MobileAppDevelopment #VancouverTech #MachineLearning

AI isn’t plug-and-play.
Data quality, iteration, infra, ethics & long-term maintenance matter more than most founders expect. Here’s a step-by-step AI development lifecycle breakdown :
https://www.excellentwebworld.com/ai-development-process/

#artificialintelligence #aidevelopment #AIEngineering #TechFounders #aistartups #EnterpriseAI #excellentwebworld

The AI Journal just published an article by pgEdge VP of Engineering Dave Page, exploring a critical challenge facing modern development teams.

In “The Code Quality Crisis: AI-Powered Development Meets Production Reality in 2026,” Dave looks at how AI is changing software creation—and why code quality, review, and production readiness matter more than ever.

👉 Check it out: https://aijourn.com/the-code-quality-crisis-ai-powered-development-meets-production-reality-in-2026/

#aidevelopment #postgresql #postgres #softwareengineering #programming #tech #technews

GitHub deploys Plan agent for TDD workflows as agentic AI market hits $9.14B in 2026 up 40.5% YoY. Developers now leverage context window management & custom agents for production-grade code. Healthcare segment leads at 48.4% CAGR.

#AdwaitX #GitHubCopilot #AIDevelopment #TechNews #CodingLife #AI #DevTools #GitHub

https://www.adwaitx.com/github-plan-agent-tdd-agentic-ai-market/