Total Articles: 10 from 5 sources
AWS News
1. Introducing Amazon ECS Gateway: A fully-managed ingress solution for ECS services
Published: 2026-10-20 17:03
Summary:
Try Amazon ECS Gateway, a new account-level resource that simplifies ingress networking for containerized workloads by dynamically provisioning and managing the necessary infrastructure on your behalf, with all resources created directly in your account.
Cloudflare Engineering
1. Introducing full transaction detection for Cloudflare WAF
URL: https://blog.cloudflare.com/full-transaction-waf/
Published: 2026-10-21 14:10
Summary:
Cloudflare’s web application firewall can now correlate an HTTP request with its response Full transaction detection helps every customer find successful exploits, data exposure, and risky misconfigurations that request-only inspection can miss.
2. Cloudflare deploys protections against php2shell vulnerability
URL: https://blog.cloudflare.com/php-vulnerabilities-waf-protection/
Published: 2026-10-21 13:56
Summary:
Cloudflare has deployed default web application firewall (WAF) protections for newly disclosed PHP vulnerabilities before public disclosure The rules use request and response signals to stop exploit attempts and prevent exposed data from reaching attackers.
3. How Commerce.com and Cloudflare are getting storefronts ready for AI agents
URL: https://blog.cloudflare.com/webmcp-commerce/
Published: 2026-10-21 13:00
Summary:
Almost 100,000 Commerce.com domains now give AI agents real shopping tools through WebMCP on Cloudflare Here’s how we turned it on across every store at once, while keeping each merchant in control.
GitHub Blog
1. How 3 Java Champions are using GitHub Copilot for increased productivity
Published: 2026-10-20 16:05
Summary:
Three Java Champions share how they use GitHub Copilot to solve problems, accelerate development, and keep humans responsible for the results The post How 3 Java Champions are using GitHub Copilot for increased productivity appeared first on The GitHub Blog.
Google Developers
1. Announcing New vLLM and SGLang Inference Engines on TPU
URL: https://developers.googleblog.com/announcing-new-vllm-and-sglang-inference-engines-on-tpu/
Published: 2026-10-21 14:19
Summary:
This post announces native PyTorch backends for vLLM and SGLang powered by TorchTPU, enabling developers to run and optimize serving workloads using familiar PyTorch tools Built in collaboration with open-source project maintainers, these engines include optimized TPU kernel implementations, production-ready features like KV cache management with TPU Sync, and disaggregated serving Public benchmarks demonstrate state-of-the-art performance and industry-leading cost efficiency on Ironwood TPU across long-context and agentic workloads.
2. Integrating TorchTPU into TorchTitan and Optimizing Models for TPU
Published: 2026-10-21 14:19
Summary:
TorchTPU integrates a native torch.device(“tpu”) backend directly into PyTorch, allowing developers to train large-scale models on Google Cloud TPUs without rewriting code in JAX The TorchTitan TPU fork enhances this with production-grade scaling primitives like SimpleFSDP, Graph Trainer, and custom Pallas kernels that achieve high Model Flops Utilization (MFU) across dense and MoE architectures Developers can leverage these battle-tested optimization playbooks, recipes, and the Hugging Face modeling backend to efficiently scale their own workloads on TPU infrastructure.
3. Bringing Visual Graph Debugging to Custom Edge Compilers with Model Explorer
Published: 2026-10-21 14:19
Summary:
Google AI Edge Model Explorer now supports custom compiler intermediate representations and open-source adapters like TOSA, VGF, and PTE for on-device machine learning Developers can leverage hierarchical graph visualization, split-pane views, and per-node trace overlays to catch export regressions and verify hardware delegation These tools enable engineering teams to transparently debug execution graphs and pinpoint cycle-level latency bottlenecks locally.
Shopify Engineering
1. How Shopify turns open models into task experts
URL: https://shopify.engineering/open-model-task-experts
Published: 2026-10-21 02:12
Summary:
Sidekick’s frontier model hands its most token-heavy work to open models that Shopify post-trains and serves itself Here’s the loop we use to build them, and where NVIDIA’s models, software, and GPUs make each turn faster and cheaper.
2. Cross-store product clustering across millions of stores
URL: https://shopify.engineering/catalog-clustering-part-ii
Published: 2026-10-20 13:48
Summary:
How we group product listings across millions of stores using tiered matching models, graph partitioning, and learned cluster merge decisions.
Generated on 2026-10-21 14:19:22