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Explore automated failure attribution for LLM multi-agent systems: the problem, Who&When benchmark, evaluation methods, key findings, and open-source tools. A must-read for developers.
Learn 10 key insights into automated failure attribution for LLM multi-agent systems, including the Who&When dataset and methods from top researchers.
Learn how to assess trade-offs between open-source transparency and AI hacking risks in healthcare, using NHS England's decision as a case study.
Swift 6.3 introduces @c attribute for seamless C interoperability, module selectors, and performance controls, expanding Swift's reach across the software stack.
Swift 6.3 introduces a unified build system via Swift Build integrated into SwiftPM, improving cross-platform consistency. Developers can opt-in now.
Swift's official extension is now on Open VSX Registry, enabling support in Cursor, VSCodium, Kiro, and Antigravity with full code completion, debugging, and AI integration.
Swift's valkey-swift 1.0 offers production-grade Valkey/Redis client with compile-time safety. Also: Embedded Swift talks at try! Swift Tokyo 2026.
HashiCorp launches Partner Premier tier on Terraform Registry, requiring advanced features like search, actions, ephemeral resources, and SBOM for enhanced security and automation.
SPIFFE provides a secure, scalable identity framework for agentic AI and non-human actors, enabling verifiable identities, zero-trust communication, and cross-domain federation.
Explores Vault Secrets Operator as the modern standard for automated secret lifecycle management in Kubernetes, comparing it with sidecar, CSI, and third-party methods.
Learn how Boundary and Vault solve static credential and VPN access issues in Windows environments with identity-based access and dynamic secrets for reduced exposure.
New public preview of HCP Terraform with Infragraph brings a unified, event-driven view to simplify hybrid cloud management, enhancing security and cutting costs.
Learn to build a software-defined vehicle strategy using Geely's Auto China 2026 approach: hardware abstraction, open platforms, UX personalization, security, and new business models.
A detailed guide to implementing a large-scale electric bus fleet, using Dubai's 735-bus 2026 plan as a blueprint. Covers prerequisites, steps, and common mistakes.
Learn the top 10 strategies for scaling multi-agent AI systems, including coordination, shared context, failure handling, and security—inspired by Intuit's insights.
Explore the art of making documentaries about open-source software and the people behind the technologies that power the internet.
A self-proclaimed coding newbie shares 10 hard-earned lessons from building an agentic AI to crack a leaderboard, from reading docs to embracing failure.
JavaScript's Date object is notoriously flawed. This listicle explores 8 key issues including mutability, time zones, and calendar support, and explains how the Temporal API provides a modern, robust solution.
A step-by-step guide to analyze Silver Fox's phishing campaigns targeting India and Russia, using fake tax notices to deliver RustSL loader, ValleyRAT, and the new ABCDoor backdoor.
Attackers exploit leaked IAM keys to send phishing emails via Amazon SES, bypassing security through valid SPF/DKIM/DMARC. Learn step-by-step how they do it—and how to defend.