InfoQ Homepage Development Content on InfoQ
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Yelp Combines Native and Server-Driven UI for Its AI Assistant
Yelp combines native mobile controls with server-driven conversation rendering in its AI Assistant using the CHAOS framework. The architecture separates view configuration from conversation data, supports backend-driven chat interactions, and enables faster UI updates without new app releases. Yelp also discusses cross-platform challenges and reuse for its Biz Ask Anything pilot.
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TypeScript 7.1 Beta: Restores the Compiler API and Makes Vue and Svelte First-Class
TypeScript 7.1 Beta, announced October 20, 2026, restores the compiler API removed in 7.0, now split into separate entry points. It adds content mappers, letting tools like Vue check non-standard files. One Vue project's type checks fell from 14.19 to 3.10 seconds. An editor issue remains open, and teams may need TypeScript 6 alongside 7.
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AWS Ships Continuum for Code Vulnerabilities
AWS has made Continuum for code vulnerabilities generally available in two regions. The service proves exploitability by running real exploits in a sandbox, then opens fixes as pull requests. Published pricing charges per finding processed as well as per line of code, and practitioners are asking what would justify letting it merge fixes on its own.
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Edera's Object Capability Bounded Authority Promises to Isolate Credentials From AI Agent Workloads
Edera announced Object Capability Bounded Authority, a security model that separates an AI agent's or MCP server's required authority from the credentials behind it. Hypervisor-enforced capabilities limit agents to specific actions without storing secrets in the workload. Initial releases cover scoped command execution and workload identity; credential-brokered API access will follow.
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Google Cloud API Gateway Introduces Streaming Support for Real-Time and AI-Powered Applications
Google has announced the public preview of streaming support for API Gateway, extending its traditional request-response model to support applications requiring real-time communication. According to Google, this is particularly relevant for AI applications that provide streaming model responses, multi-step agent workflows, and interactive sessions.
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Leapwork Play Reaches GA with Governance for Playwright Tests
Leapwork Play adds requirement traceability and approval workflows around portable Playwright tests. Full governance and audit capabilities require an enterprise package.
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Amazon ECS Gateway Arrives with Generated Hostnames and No Custom Domain Support
AWS has released Amazon ECS Gateway, an account-level ingress resource letting platform teams define networking once and application teams opt services in with a connector. Each service gets a generated hostname and routing is host-based, and neither the announcement nor the documentation covers custom domains.
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Google Launches LiteRT Tensor API for Building, Customizing, and Optimizing ML Models for On-Device
Google has introduced the LiteRT Tensor API, a lightweight C++ API that allows developers to build, customize, and optimize machine learning models directly for on-device execution. According to Google, it combines the flexibility of native model authoring with cross-platform portability.
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Vitest 5: Prioritises Performance with a Shared Vite Server, Trace View, and Stricter Test Defaults
Vitest 5.0 focuses on speed, with reported gains of 8 to 25 percent in most setups and up to 53 percent in VM pools. It adds a vitest doctor command, Browser Mode Trace View, and vi.when. Defaults are stricter: clearMocks is true and unawaited async assertions fail. It requires Vite 6.4 and Node.js 22.12 or newer.
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Google and Meta Open-Source TorchTPU to Bring Native PyTorch Support to Google TPUs
TorchTPU is an open-source project developed by Google in collaboration with Meta that provides a native PyTorch backend for Google TPUs. It enables PyTorch workloads to execute on TPU hardware with minimal code modifications, supporting eager and compiled execution, distributed computing, and hardware-specific optimizations.
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Java News Roundup: TornadoVM 8.0, JNoSQL, Endive, JReleaser, JBang, LangChain4j, Quarkus Almanac
This week's Java roundup for October 26th, 2026, features news highlighting: the GA release of TornadoVM 8.0; point releases of JNoSQL, Endive, JBang, JReleaser and LangChain4j; a maintenance release of JobRunr; beta releases of Hibernate ORM and Hibernate Reactive; and introducing the Quarkus Almanac.
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Uber Builds MCP Gateway to Govern Access to 800+ Servers and 5,000+ AI Agent Tools
Uber has built an MCP Gateway to standardize how AI agents discover and invoke internal services across more than 800 MCP servers and 5,000 tools. The gateway separates tool registration from runtime execution and includes automated API discovery, access controls, sensitive data redaction, incremental tool discovery through Omni MCP, and response filtering.
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AWS Capacity Largely Sold out through 2027, with On-Demand Headroom Reserved
Amazon CEO Andy Jassy says AWS’s large committed cloud capacity is largely sold out through 2027, with part of 2028 already allocated, while the company continues to reserve headroom for On Demand, EC2 and Bedrock. Practitioners discussing the remarks report difficulty obtaining On Demand capacity for ordinary EC2 instances, and similar constraints at other providers.
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File Mover Express: AWS Releases Open-Source Tool for S3 File Transfers
AWS has recently released File Mover Express, an open-source application under the Apache 2.0 license for transferring large files between local systems and Amazon S3. Available for macOS, Windows, and Linux, it supports parallel transfers, automatic performance tuning, retries, pause and resume, and file integrity verification.
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Cloudflare’s Post-Quantum GeoKey Manager Enters Closed Beta without Attribute-Based Encryption
Cloudflare has moved a post-quantum rebuild of GeoKey Manager into closed beta, guarding geo-fenced keys with hybrid ML-KEM-768 and X25519 instead of the attribute-based encryption used since 2022. Keys live only in kernel memory on verified regional servers, and any failed check rejects the request, a fail-closed choice practitioners ask could cause a regional outage. GA is planned for Q1 2027.