InfoQ

Architecture isn't just about technology. It's about people, teams, incentives, and organizational reality. Vanessa Formicola on why #StaffPlus engineers must design for the organization they have, not the one they wish they had. 🔗 bit.ly/3VaaYbN #Culture #Agile

#AIagents need more than access to your code. They need governance. With #GitLab 19.5, agentic software development takes centre stage. The release makes GitLab's MCP server GA and expands how external AI agents interact with the platform. 🔗 bit.ly/4AokBCT #InfoQ

Java News Roundup: TornadoVM, A2A Java, Open Liberty, Open J Proxy, Gradle, EclipseStore bit.ly/4BZTkIz by @mpredli

The PR model wasn't designed for a world where #AIagents write and review code at scale. Entire is rethinking the Git forge for an era of human–AI collaboration, where agents generate, review, and iterate on code at high speed. 🔗 Read more: bit.ly/3WA05jV #InfoQ

Google Releases Gemini 4 Argon for Robotics Control, Simulation, and Policy Improvement bit.ly/487hByG by @dominguezdaniel

Cloudflare Develops Public Certificate Authority for Post-Quantum Web Security bit.ly/4zCKChL by @KumiliLeela

What if #JuniorDevelopers are exactly what the #AI era needs? ➤ Seniors bring experience. ➤ AI-native juniors bring fresh perspectives and challenge assumptions. The future is combining experience with curiosity. 🎥 bit.ly/4kADIVn #TechCareers #InfoQ

AWS Launches TorchNeuron to Run PyTorch Models on AWS Trainium Without Modifications bit.ly/4zCoK6b by Sergio De Simone

Distributed LLM Inference on Kubernetes with llm-d, Wasm, & TornadoVM bit.ly/4BSMZ1n by Edoardo Vacchi

Agentic AI Architecture: Current Challenges and Future Opportunities bit.ly/4enC8Cx authored by @RafalGancarz, reviewed by @RafalGancarz

Pinterest Replaces Journey Clustering with 4B Qwen3 LLM, Reports Improved Engagement bit.ly/4ix77yt by Matt Foster

Tokio Releases Topcoat: A Batteries-Included Full-Stack Rust Framework bit.ly/4t88XcZ by Daniel Curtis

#AI can write code. But who's teaching the next generation to understand it? The Supervision Paradox: AI needs senior oversight, but junior developers risk never gaining the skills to provide it. Is AI breaking the engineering career ladder? 🔗 bit.ly/4ilILaY #InfoQ

Writing prompts is easy. Keeping #AIagents reliable in production is the real engineering challenge. Discover why enterprise AI adoption depends on evaluation harnesses, deterministic verification, and reliable QA - not just smarter models. 🎧 bit.ly/4sD7b3d #InfoQ

DORA research proved small batches win. Then AI bots entered the chat with 50,000-line PRs. Just like human engineers, bots need small, well-scoped tasks to actually deliver quality code. It just makes sense. ➡️ bit.ly/4zRSJXx #DevOps #CICD #DORA #AI #Coding

Entire's Git Forge Rethinks Git Collaboration for Coding Agents bit.ly/4BQKTPt by Sergio De Simone

Google Cloud Adds Self-Managed VMware Cloud Foundation on Bare Metal bit.ly/48Hj5Qe by @SteefJan

Cloudflare Scales D1 Control Plane to Millions of Databases bit.ly/4C88z2f by Renato Losio

Inkitt automated low-risk code changes with one-shot AI agents that create draft PRs. The secret? Short-lived containers, event-driven orchestration, bounded retries, restricted permissions, and mandatory human approval. Deep dive: bit.ly/4ioTr8J #AIAgents #DevOps

Identity management is an architectural decision, not an afterthought. Explore graph vs. RBAC, integrating external vaults, and controlling revocation latency in event-driven systems. 🔗 Read now: bit.ly/4zOwxhr #Java #IdentityManagement #CyberSecurity #IAM