News
- Java News Roundup: Simple JSON API, JEPs for JDK 28, Oracle CPUs, Embabel 1.0, Azul Payara, Helidon
https://www.infoq.com/news/2026/07/java-news-roundup-jul20-2026/ - This Week in Spring – July 28th, 2026
https://spring.io/blog/2026/07/28/this-week-in-spring-july-28-2026 - A unified API for AI model routing
https://developers.googleblog.com/a-unified-api-for-ai-model-routing/
Articles
- Virtual Threads after JDK 24: What Changed for Production Java
https://www.infoq.com/articles/virtual-threads-after-jdk24/ - Building Java–Rust Microservices with TeaQL: Models, Events, and Audit Intent
https://teaql.io/blog/java-rust-microservice-integration-with-teaql/ - Scaling Exact COUNT(DISTINCT) for High-Cardinality Non-Rollup Metrics in Distributed Data Pipelines
https://www.uber.com/us/en/blog/scaling-exact-count/ - Understanding Dyn Compatibility
https://corrode.dev/blog/dyn-compatibility/ - Don’t stop early: Case-folding source code at memory speed
https://github.blog/engineering/architecture-optimization/dont-stop-early-case-folding-source-code-at-memory-speed/ - Securing MCP in Production: Defense-in-Depth beyond the Gateway
https://www.infoq.com/articles/securing-mcp-production-gateway/ - The Economic Benefit of Refactoring
https://martinfowler.com/articles/exploring-gen-ai/refactoring-economic-benefit.html - Understanding the AI economy
https://blog.google/innovation-and-ai/technology/research/understanding-the-ai-economy/ - AI and the Looming Competition for Margin
https://hbr.org/2026/07/ai-and-the-looming-competition-for-margin - Echoverse: Deep, evolving environments for computer-use agents
https://www.microsoft.com/en-us/research/blog/echoverse-deep-evolving-environments-for-computer-use-agents/ - How AI is transforming analytics at Grab
https://engineering.grab.com/how-ai-is-transforming-analytics - Chain-of-Evidence: A framework for verifiable research
https://research.google/blog/science-one-framework-a-verifiable-autonomous-research-framework-via-chain-of-evidence/
Videos
- Under the HAT: Empowering GPU Acceleration for Java
https://www.youtube.com/watch?v=92kiWnObur8 - How do you rewrite C/C++ projects to Rust?
https://blog.jetbrains.com/rust/2026/07/27/cpp-to-rust-migration/ - Your Java AI Agent at Home – Ronald Dehuysser | IntelliJ IDEA Tech Talks
https://www.youtube.com/watch?v=LO-scoxilbs - Rust’s new borrow checker is coming!
https://www.youtube.com/watch?v=kD0w3YQxV6E - How unsafe Rust made Polars 30x times faster than Pandas
https://www.youtube.com/watch?v=l6tisoOzTuk - Rust: Don’t Panic
https://www.youtube.com/watch?v=usRlRCNIOG0 - 7 Things You Need to Know About Topcoat, Rust’s New Full-Stack Framework
https://www.youtube.com/watch?v=gvo9KzADsjQ - Multi-GPU Kernels, Intelligence per Watt, Heterogeneous Inference, and More | YC Paper Club
https://www.youtube.com/watch?v=n8dz2FX0_uY - CS329A Self-Improving AI Agents
https://www.youtube.com/playlist?list=PLangBM27OtEA - AI tools for Forward Deployed Engineering — Vasuman Moza, Varick Agents
https://www.youtube.com/watch?v=l0FLhNqBOic
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