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bair.berkeley.edu /3 weeks ago

Adaptive Parallel Reasoning: The Next Paradigm in Efficient Inference Scaling

Overview of adaptive parallel reasoning. What if a reasoning model could decide for itself when to decompose and parallelize independent subtasks, how many concurrent threads to...

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github.com /1 week ago

Parallel execution for Node.js, done right

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dzone.com /1 month ago

Build High-Performance Web Systems Using Adaptive Edge-Native Performance Governance Framework

Today’s websites are no longer simple; they function as enterprise applications and distributed systems composed of multiple layers, including microservices APIs (application progr...

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rubystacknews.com /2 weeks ago

Ractors: Real Parallelism in Ruby Without the GVL

Originally appeared on Weelkly Article – Linking Ruby knowledge from the most remote places in the world..May 14, 2026 In-depth technical analysis · RubyStackNews · Concurrency &am...

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dzone.com /3 days ago

Stop Running Two Data Systems for One Agent Query

If you've deployed a retrieval-augmented generation (RAG) pipeline over enterprise data, you've probably ended up in the same place: Pinecone or Weaviate for embeddings, Delta Lake...

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martechseries.com /1 month ago

Genpact and Parallel Web Systems Partner to Drive Tangible Efficiency from AI Systems

Integrating Parallel’s API helps Genpact automate and improve research workflows in insurance and sales Genpact, an agentic and advanced technology solutions company recognized for...

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dzone.com /1 month ago

Advanced Middleware Architecture For Secure, Auditable, and Reliable Data Exchange Across Systems

The increasing need for a system to exchange secure, auditable and reliable data among heterogeneous systems necessitates middleware that incorporates performance, security and tra...

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dzone.com /1 month ago

When One Giant Payload Must Serve Many Small Consumers: Designing a Scalable Fanout Service

In distributed systems, size is rarely just a number. A producer may generate a rich, hierarchical product object containing items, SKUs, GTINs, variants, attributes, and region-sp...

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javacodegeeks.com /1 month ago

WebAssembly in 2026: Where It Has Landed, What WASI 0.2 Changes, and Why Java and Kotlin Developers Should Pay Attention...

WebAssembly has moved from browser novelty to a legitimate server-side runtime. WASI 0.2 introduced the Component Model and a proper interface type system. Java’s TeaVM and Kotlin/...

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javacodegeeks.com /1 month ago

Running Parallel Instances of Spring Boot Applications in IntelliJ

Running multiple instances of a Spring Boot application can be beneficial for testing interactions, configurations, and resilience patterns. With IntelliJ IDEA, we can quickly set...

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dzone.com /1 month ago

From APIs to Event-Driven Systems: Modern Java Backend Design

The outage happened during our biggest sales event of the year. Our order processing system ground to a halt. Customers could add items to their carts, but checkout failed repeated...

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dev.to /1 month ago

I compiled Rust to WebAssembly to build a system design simulator that runs entirely in your browser!

Static diagrams don't fail. Systems do. That was the problem I kept running into when practicing system design. I'd draw boxes and arrows, convince myself the architecture was sol...

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dev.to /1 week ago

Hytale Servers Will Fail Treasure Hunts Until We Fix Our Event Handling

The Problem We Were Actually Solving At the time, we were trying to optimize our server for high latency environments. We wanted to make sure that our Treasure Hunt engine was st...

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techcrunch.com /1 month ago

Parallel Web Systems hits $2B valuation five months after its last big raise

The AI agent-tool startup founded by former Twitter CEO Parag Agrawal has raised $100 million, led by Sequoia, months after raising a previous $100 million.

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dzone.com /1 month ago

Multithreading in Modern Java: Advanced Benefits and Best Practices

Multithreading has always been one of core strengths of Java over years. From the early days of the JVM, Java was designed with built-in support for concurrent programming. But for...

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javacodegeeks.com /1 month ago

WebAssembly in 2026: Three Years of “Almost Ready”

The Component Model shipped. WASI Preview 2 is stable. Wasmtime hit 30+. Browser WASM is genuinely mature. And yet server-side Wasm keeps stalling on the same gaps. Here’s an hones...

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dzone.com /1 month ago

The Dual Write Problem: What Looks Safe in Code but Breaks in Production

A system that crashes is easier to fix than one that silently produces wrong results. The dual write problem is exactly that kind of bug. It is surprisingly common and often misund...

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dzone.com /1 month ago

Ensuring Data Consistency in Distributed Systems With the Transactional Outbox Pattern

In modern distributed systems, it is common to face the "dual-write" problem. This occurs when a service needs to perform two actions simultaneously: mutate state in a database and...

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dzone.com /2 weeks ago

Lease Coordination Under Serializable Isolation in CockroachDB

Multi-region systems that rely on entity-scoped write coordination often reach a scale where correctness is no longer the primary challenge; predictability under sustained concurre...

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dzone.com /4 weeks ago

Bucket4j + Infinispan: A Deep Dive Into Implementation

In distributed systems, the biggest challenge for rate limiting is state. How do you ensure that two parallel requests hitting different cluster nodes don't "double-spend" the same...

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towardsdatascience.com /1 month ago

How to Run Claude Code Agents in Parallel

Learn how to apply coding agents in parallel to work more efficiently The post How to Run Claude Code Agents in Parallel appeared first on Towards Data Science.

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dev.to /1 month ago

Why A2A Matters Now: Multi-Agent Systems Are Becoming Infrastructure

In 2025, multi-agent AI stopped looking like a research toy and started looking like infrastructure. That shift changes how we should design agent systems. For the last two years...

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javacodegeeks.com /1 month ago

Structured Concurrency: Why It Matters More Than Virtual Threads for Correctness

Virtual threads gave Java scale. Structured concurrency gives it correctness. Here is why the second half of Project Loom quietly matters more — and what JEP 505 / JEP 525 actually...

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