InfoQ Homepage News
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Android Studio Otter Boosts Agent Workflows and Adds LLM Flexibility
The latest Android Studio Otter feature drop introduces several new features that make it easier for developers to integrate AI-powered tools in their workflows, including the ability to set which LLM to use, enhanced agent mode through device interaction, support for natural language testing, and more.
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Cloudflare Automates Salt Configuration Management Debugging, Reducing Release Delays
Cloudflare recently shared how it manages its huge global fleet with SaltStack (Salt). They discussed the engineering tasks needed for the "grain of sand" problem. This concern is about finding one configuration error among millions of state applications. Cloudflare’s Site Reliability Engineering (SRE) team redesigned their configuration observability.
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Pulumi Adds Native Support for Terraform and HCL
Pulumi now natively supports Terraform and HCL, enabling direct HCL execution and state management within Pulumi Cloud. Currently in private beta with a Q1 2026 release, the update aids migration from legacy tools. A new financial "escape hatch" offers credits for existing HashiCorp contracts, targeting teams affected by recent licensing shifts.
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Cloudflare Introduces Aggregations in R2 SQL for Data Analytics
Cloudflare recently announced support for aggregations in R2 SQL, a new feature that lets developers run SQL queries on data stored in R2. This enhancement expands R2 SQL beyond basic filtering and makes it more useful for analytical workloads without requiring separate data warehouse tools.
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ArkType Introduces ArkRegex with Type Safe Regular Expressions
Introducing ArkRegex: a revolutionary drop-in for JavaScript's RegExp that ensures type safety in regular expressions without runtime overhead. Seamlessly integrate with native features like capture groups and receive robust type inference, revolutionizing TypeScript development and eliminating runtime failures. Simplify regex with confidence—experience ArkRegex today!
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350PB, Millions of Events, One System: Inside Uber’s Cross-Region Data Lake and Disaster Recovery
Uber’s HiveSync is a sharded, cross-region batch replication system keeping Hive/HDFS data consistent across multiple regions. Handling 5M daily Hive events and 8PB of data replication, it uses event-driven jobs, hybrid RPC and DistCp strategies, DAG-based orchestration, and dynamic sharding, enabling disaster recovery, horizontal scaling, and 99.99% cross-region data accuracy.
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Cloudflare Launches ‘Code Orange: Fail Small’ Resilience Plan After Multiple Global Outages
Cloudflare recently published a detailed resilience initiative called Code Orange: Fail Small, outlining a comprehensive plan to prevent large-scale service disruptions after two major network outages in the past six weeks.
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Taking the Technical Leadership Path
Technical leaders face challenges beyond individual contributor work: aligning with business on investments, managing systemic aspects, mentoring, and keeping up with a changing codebase. We need technical alignment—shared codestyle, implementation patterns, and standards—to avoid accidental complexity. Leadership grows through practicing skills, improving team issues, and acting as a role model.
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AWS Hikes EC2 Capacity Block Rates by 15% in Uniform ML Pricing Adjustment
AWS has raised EC2 Capacity Block prices for ML by 15% across all regions, impacting GPU-based workloads. The uniform price hikes affect top-tier instances powered by NVIDIA GPUs, underscoring supply chain pressures and inflation. With limited alternatives, organizations face higher costs, emphasizing the need for effective workload optimization and cost management strategies.
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Mistral Releases OCR 3 with Improved Accuracy on Handwritten and Structured Documents
Mistral has released Mistral OCR 3, the latest version of its optical character recognition model, focused on higher accuracy across a wide range of document types, including handwritten notes, forms, low-quality scans, and complex tables.
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Django Releases Version 6.0 with Built-In Background Tasks and Native CSP Support
Django 6.0 has arrived, offering developers cutting-edge features like a built-in tasks framework, enhanced security with Content Security Policy, and template partials for modular design. This release supports Python 3.12 to 3.14, streamlining web app development while promoting clean, rapid design. Join the excitement as Django modernizes the landscape of web application development!
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How Agoda Unified Multiple Data Pipelines into a Single Source of Truth
Agoda recently described how it consolidated multiple independent data pipelines into a centralized Apache Spark-based platform to eliminate inconsistencies in financial data. The company implemented a multi-layered quality framework that combines automated validations, machine-learning-based anomaly detection, and data contracts, while processing millions of daily booking transactions.
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AI-Powered Code Editor Cursor Introduces Dynamic Context Discovery to Improve Token-Efficiency
Cursor introduced a new approach to minimize the context size of requests sent to large language models. Called dynamic context discovery, this method moves away from including large amounts of static context upfront, allowing the agent to dynamically retrieve only the information it needs. This reduces token usage and limits the inclusion of potentially confusing or irrelevant details.
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Vercel Open-Sources Bash Tool for Context Retrieval Using Local Filesystems
Vercel has open-sourced bash-tool that provides a Bash execution engine for AI agents, enabling them to run filesystem-based commands to retrieve context for model prompts.
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QCon London 2026: Practitioner-Led Tracks on Connectivity & Production AI Engineering
QCon London 2026 returns March 16–19 with 15 tracks for senior leads. Key sessions cover system integration via MCP, AI engineering, and debugging distributed systems. Explore modern security, Staff+ insights, and performance optimization with peer-led and practical discussions.