InfoQ Homepage News
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Node.js Brings Debounce, Throttle, and PKCS#12 Parsing Into Core Modules
Node.js 26.10.0 adds util.debounce() and util.throttle(), plus util.markPromiseAsHandled(), to the core library. It also introduces crypto.parsePKCS12() for reading .p12 and .pfx bundles, and extends the experimental Virtual File System to node:ffi. The additions reduce the need for some userland dependencies. Node.js 26 is now Active LTS.
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Google Cloud Moves the Compute Engine API to Immutable Date-Based Versions
Google Cloud has made date-based versioning of the Compute Engine API generally available, replacing the single mutable /v1 surface with immutable quarterly snapshots such as 2026-09-01, selected per request with a header or query parameter. New versions can change defaults, error formats, and IAM checks without touching /v1 callers, a model Azure Resource Manager and Stripe have used for years.
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Open Source DocumentDB 1.0 Reaches General Availability
DocumentDB 1.0 is the first generally available release of the open source, MIT-licensed document database built on PostgreSQL, with compatibility for the MongoDB wire protocol. Most MongoDB drivers, tools, and queries work without changes.
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Siri AI Developer Preview Lets iOS, iPadOS, and macOS Apps Integrate with Siri
Apple released the Siri AI Developer Preview in the 27.3 beta releases of its operating systems, enabling developers and apps to integrate with the assistant and hand off actions to it. During the Preview, access to Siri AI is restricted to developer builds and internal TestFlight testers.
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Google Open Sources Ambient Quality Agent (AQuA) to Diagnose Production AI Agent Failures
Google has open-sourced AQuA, a reference implementation that analyzes production AI agent sessions, verifies recurring failure patterns, and investigates root causes against deployed source snapshots. In a 32-session replay, developers reduced seat selection bypasses from 15 sessions to two and dietary preference omissions from seven to zero after prompt changes.
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Netflix Turns Operational Data Into a Knowledge Graph for AI-Driven Observability
Netflix is developing an ontology-driven knowledge graph to accelerate production investigations and provide AI agents with a shared understanding of its operational environment.
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Dropbox Shares How Its In-House Cookie Auditor Tests Consent Behaviour Across 200+ Web Surfaces
Dropbox engineers described a Playwright-based auditor that checks cookie consent behavior across more than 200 web surfaces. It runs three tests per page: US visitor, EU visitor, and Global Privacy Control signal. Cookie rules are kept outside the code. A companion tool finds live URLs. Weekly reports separate likely violations from false positives.
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Technical Debt is Social; it is the Price of Learning by Doing
Technical debt is not necessarily a sign of poor engineering. It can be the price of learning through software in use. As AI accelerates code production beyond our capacity to understand code and context, technical debt increasingly becomes a sociotechnical challenge.
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Azure Logic Apps Standard Gets a Local CLI in Preview
Microsoft has released a public preview of the logicapp extension for the Azure CLI, adding local project creation, workflow authoring, a runtime lifecycle, connector management, run inspection, and test scaffolding for Logic Apps Standard, work that previously required the VS Code extension. The product team pitches the terminal surface as determinism for AI-assisted development.
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Google Open-Sources TPU Sync for KV Cache and Weight Transfer on TPUs
Google Cloud has open-sourced TPU Sync, a native C++ library that moves KV cache blocks and model weights between TPU HBM, host DRAM, shared storage, and the data center network.
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Author Q+A: finprim is a Case for One Financial Validation Library in TypeScript
finprim is an MIT-licensed TypeScript library that offers IBAN, BIC, card, sort code, VAT, routing number and loan functions through one API with no runtime dependencies. Its author built it after duplicated validators drifted apart across web and mobile. It validates and formats data only, and does not process payments. He is cautious about adding SEPA and ACH file generation.
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LinkedIn Replaces Argo CD with a Custom GitOps Engine for Kubernetes Deployments
In a recent post, LinkedIn revealed it has replaced Argo CD with its own GitOps engine. This new system deploys applications across over 250 Kubernetes clusters. It supports more than 4,000 services and manages over 100,000 deployments each week.
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GitHub Makes Agentic Workflows Generally Available with Isolation and Budget Controls
GitHub Agentic Workflows is generally available, running coding agents in GitHub Actions with read-only defaults and separately scoped write jobs. Those protections do not cover direct write permissions or custom jobs, so they depend on how each workflow is configured.
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JioHotstar Benchmarks Knowledge Bases for AI Coding Agents
JioHotstar evaluated 6 approaches to code retrieval for AI coding agents using SWE, CodeScale Bench, and an internal question-answering harness. Structural search performed well on concrete tasks, while semantic retrieval helped with ambiguous requirements. The findings highlight trade-offs in accuracy, token use, and tool design, underscoring the need to match retrieval tools to task types.
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How LinkedIn, Netflix & DoorDash Run Agents, Evals & Inference in Production: QCon AI New York 2026
QCon AI New York has published its full program for December 15–16, 2026. Engineers from LinkedIn, Netflix, DoorDash, Figma, Pinterest, Honeycomb, Harvey, Google DeepMind and OpenAI describe AI systems they run in production. Talks cover agent permissions and guardrails, eval loops, inference cost, AI code review, and team adoption.