InfoQ

AI, cloud-native adoption, and rapid iteration are transforming delivery - but nearly 30% of engineers still distrust AI-generated code. This eMag explores the need for stronger architecture, validation, ethics & human judgment in the AI era. FREE copy:

Better #AIagents don't need more context. They need the right context. #ContextEngineering is key to better reasoning and fewer hallucinations. 🔗 Read Adi Polak's full article on InfoQ: #AgenticAI #AIEngineering #LLMs #GenerativeAI #InfoQ

Measure flow, not only output. The InfoQ High-Performing Teams Program with Olimpiu Pop examines this in a live cohort. Review the syllabus:

More completed tasks need not mean faster or more predictable delivery. Separate throughput from review queues, integration delays, quality and predictability.

Java keeps moving. What’s new this week? 🔗 From TornadoVM 8.0’s GA release to Hibernate’s latest beta releases, catch up on the Java ecosystem’s latest updates, tools, and releases 👉 #Java #TornadoVM #JReleaser #JBang #LangChain4j #Quarkus #InfoQ

Inkitt Builds a One-Shot PR Creator with Resumable Agent Orchestration by @KumiliLeela

Want to reduce LLM hallucinations? Start with your documentation, not better prompts. Suhail Patel explains how well-structured documentation can become tools & skills that #AIagents can navigate and use reliably. 🔗 Full talk: #AI #LLMs #InfoQ

Panel: Who Builds the Frontend Now? (And What Breaks When They Do) by @lucamezzalira, James Hall, Danielle An, Ivan Zarea

Docker Urges Isolation and Governance for AI Agent Security by Matt Saunders

The App Is Just the Tip: What It Takes to Build Mobile Infrastructure at Scale by Kirill Sokolov, reviewed by Sergio De Simone

Are junior developers becoming obsolete? As AI agents take over routine coding, engineering teams are quietly freezing junior hiring. The software engineer's role isn't disappearing - it's fundamentally shifting. 🎧 #InfoQ podcast: #AI #TechHiring

Lectures don't build #SoftwareArchitects - collaboration & scar tissue do. As #AI takes on more architectural work, knowing what to delegate and where human judgment must stay in control is the new core skill. 🎧 @lucamezzalira on the #InfoQ podcast:

Google Launches LiteRT Tensor API for Building, Customizing, and Optimizing ML Models for On-Device by Sergio De Simone

Vitest 5: Prioritises Performance with a Shared Vite Server, Trace View, and Stricter Test Defaults by Daniel Curtis

Where does context lose its freshness? The InfoQ AI Engineering Program with Adi Polak examines this in a live cohort. Review the syllabus:

Successful retrieval does not establish that a document is fresh enough for a decision. Trace a changing fact from its source through indexing, retrieval and answer generation.

If AI takes over coding, where will tomorrow’s senior engineers get their start? Boilerplate, bug fixes, and basic features were the training ground for junior developers. What happens when AI takes that away? 🔗 Watch the full talk: #TechCareers #AI

LinkedIn Uses OpenTelemetry to Trace the Member Journey from Tap to Backend by @RisiCraig

800+ MCP servers. 5,000+ tools. One gateway. Uber’s MCP Gateway standardizes how #AIagents discover and invoke internal services, with automated API discovery, access controls, data redaction, and response filtering. 🔗 #MCP #SoftwareArchitecture #InfoQ

Beyond the Harness: Canvas for AI Agents by Nimisha Asthagiri