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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…
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…
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…
Article: Systemic Approach to Memory, Knowledge, and Context in Agentic AI Architectures
The article argues that reliable agentic AI architecture depends on a context engine that selects, injects, compresses, and expires information before it reaches the model. It separates context, memory, and knowledge, and recommends tiered memory, curated knowledge, and token budgeting. It also…
Podcast: Educating an Architect: A Conversation with Luca Mezzalira
In this podcast, Michael Stiefel spoke to Luca Mezzalira about software architecture as a socio-technical discipline that balances technological design with an organization's social and managerial context. They explored how architectural choices must be adapted to a company's unique culture and…
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…
Shopify Overexposed Scans GKE Ingresses and Cloud Run for Exposure
Shopify has introduced Overexposed. This internal scanner locates Kubernetes Ingresses on GKE and Cloud Run services. It checks for those that are accessible from the internet without authentication By Claudio Masolo
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…
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…
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…
OpenBSD 8.0 Brings Expanded Hardware Support, Security Enhancements, and Virtualization Improvements
OpenBSD 8.0 is a substantial upgrade bringing broader hardware compatibility, enhanced security, an expanded virtual address space, and support for modern architectures, including Intel Arc A-Series graphics support, ARM64 hibernation, RISC-V improvements, and enhanced virtual machine support. By…
Spring News Roundup: First Release Candidates of Boot, Framework, Data, Security, Modulith, AI
There was a flurry of activity during the week of October 19th, 2026, highlighting: first release candidates of: Spring Boot, Spring Framework, Spring Data, Spring Cloud, Spring Security, Spring for GraphQL, Spring Session, Spring Integration, Spring HATEOS, Spring Modulith, Spring REST Docs…
Kubernetes Confidential Containers Get Fortanix Attestation and Key Management
Fortanix's CoCo integration connects workload attestation to decryption-key release for Kubernetes AI workloads. GPU-verification settings affect protection, while upstream Trustee and Azure Secure Key Release offer alternative routes to attestation-based key release. By Mark Silvester
LocalStack for Azure Enters Public Preview with Security Settings Stored but Not Enforced
LocalStack has opened its Azure emulator to a free public preview, running Azure services locally and accepting existing ARM, Bicep, and Terraform without rewrites. Its own documentation reports partial operation coverage per service and a consistent pattern: configuration is stored and returned…
Google Discloses PageBreak AI Security Agent That Found 500+ XSS Bugs
According to a paper published by Google, its AI-powered security agent has uncovered more than 500 XSS vulnerabilities across its web applications since entering full operation in January. PageBreak uses Gemini models to autonomously investigate potential vulnerabilities, but reports them only…
DoorDash Cuts Grocery Reorder Latency from 16 to 2 Seconds with AI Agents
DoorDash reduced grocery reorder latency from 16 to 2 seconds by precomputing recurring purchase needs using batch LLM inference and deterministic validation. Live catalog resolution keeps product selections current, while an editable shopping interface avoids unnecessary model calls. The company…
Netflix Treats GPU Reliability as a Distributed Systems Problem
Netflix has detailed how it is building a reliability platform for large-scale GPU training and inference, using layered health checks, automated remediation, and fault-tolerant training to keep jobs running despite hardware failures. By Craig Risi
Presentation: The Ladder Is Missing Rungs: Engineering Progression When AI Ate the Middle
Alasdair Allan discusses empirical research from METR and Anthropic on AI coding adoption. He explains the "supervision paradox," where reliance on AI tools disrupts junior skill development, risks institutional context loss, and threatens the long-term engineering pipeline needed to oversee…
Netflix Titus Adds Single-Tenant VM Isolation for Containers
Netflix has added single-tenant Titus, a mode that runs one task alone on its own right-sized EC2 instance. The Compute/Platform team still owns and patches the host, so application teams keep the same API and deployment path By Claudio Masolo
Article: InfoQ AI, ML and Data Engineering Trends Report - 2026
This InfoQ Trends Report offers readers a comprehensive overview of emerging trends and technologies in the areas of AI, ML, and Data Engineering. This report summarizes the InfoQ editorial team’s and external guests' view on the current trends in AI and ML technologies and what to look out for in…
In the directory since 14 Oct 2026 · last checked 3 Nov 2026 · RSS