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Podcast: Will Agentic AI Bring Fantasia’s Sorcerer's Apprentice to Life?: A Conversation with Tracy Bannon البرمجيات

Podcast: Will Agentic AI Bring Fantasia’s Sorcerer's Apprentice to Life?: A Conversation with Tracy Bannon

In this podcast, Michael Stiefel spoke to Tracy Bannon about the role of artificial intelligence in software and the attendant risks in the areas of security, software development, and society at large. While it might be reasonable to assume a certain amount of trust within a software ecosystem, the risks escalate when the boundary between two software ecosystems is crossed. By Tracy Bannon

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Presentation: Producing the World's Cheapest Tokens: A How-to Guide البرمجيات

Presentation: Producing the World's Cheapest Tokens: A How-to Guide

Meryem Arik discusses strategies for designing low-cost LLM inference architectures for high-volume, non-real-time workloads. She explains how software architects and engineering leaders can achieve order-of-magnitude cost reductions by making critical trade-offs across hardware, inference runtimes, speculative decoding, and smart queue reordering. By Meryem Arik

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JetBrains Details Its First Steps to Bring Rapidly Growing AI Spend Under Control البرمجيات

JetBrains Details Its First Steps to Bring Rapidly Growing AI Spend Under Control

JetBrains has described how it began centralising AI usage after development-related spending increased roughly tenfold in six months. Rather than restricting engineers to a small set of approved tools, the company built a shared access and accounting layer intended to preserve tool choice while giving teams greater visibility and control over consumption. By Matt Foster

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CloudFlare Previews Automatic WebMCP Support for Web Pages البرمجيات

CloudFlare Previews Automatic WebMCP Support for Web Pages

Cloudflare announced a developer preview that lets any website enable a WebMCP (Web Model Context Protocol) interface with a single dashboard switch. This allows browser-based AI agents to interact with unmodified web pages through structured tools instead of scraping or guessing, keeping human traffic and control on the original site. By Sergio De Simone

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Project Valhalla's First Preview: JEP 401 Redefines == for Java Objects البرمجيات

Project Valhalla's First Preview: JEP 401 Redefines == for Java Objects

JEP 401, integrated into JDK 28, introduces value objects. These new class instances feature final fields, altered behavior for equality checks, and stricter construction and synchronization rules. It aims to enhance efficiency and reduce memory allocation costs. However, the preview is disabled by default and requires specific configuration at compile and run time. By A N M Bazlur Rahman

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Canva Shares S3 Based Architecture for Session Revocation Across Hundreds of Millions of Sessions البرمجيات

Canva Shares S3 Based Architecture for Session Revocation Across Hundreds of Millions of Sessions

Canva redesigned session revocation infrastructure to support 100M active sessions while reducing database lookups. The architecture uses Amazon S3 for durable revocation records and distributes compact, in-memory indexes to application gateways. Canva said the design improved deployment speed, reduced database infrastructure requirements, and cut the revocation cache memory footprint by 87.5%. By Leela Kumili

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Article: Securing MCP in Production: Defense-in-Depth Beyond the Gateway البرمجيات

Article: Securing MCP in Production: Defense-in-Depth Beyond the Gateway

This article presents a defense-in-depth approach for securing Model Context Protocol (MCP) deployments in production. It outlines four architectural control layers: safe execution, management infrastructure, outbound trust, and semantic integrity, arguing that production security requires enforcement beyond the gateway at the earliest trustworthy control points. By Nik Kale

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Uber’s Zero Growth Stack: Scaling Services, While Optimising Infrastructure and AI Cost البرمجيات

Uber’s Zero Growth Stack: Scaling Services, While Optimising Infrastructure and AI Cost

Uber's "Zero Growth Stack" focuses on scalable infrastructure that separates capacity growth from business demand, reducing hardware needs while enhancing service scaling. Central to this is garbage collection optimisation. Additionally, generative AI is integrated into development, elevating developer productivity while introducing cost management measures to maintain economic efficiency. By Olimpiu Pop

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