Tag: Architecture and apis
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EFF to lawmakers: Ground AI cybersecurity rules in best practices
Posted on November 10, 2026, Level beginner Resource Length long
EFF argues that AI regulation should prioritize proven cybersecurity boundaries over speculative doomsday scenarios. By Jacob Hoffman-Andrews, Tori Noble, and Maddie Daly.
Tags architecture-and-apis security-and-privacy software-engineering
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The browser is now an AI runtime: Security risks in Chrome's on-device models
Posted on November 8, 2026, Level intermediate Resource Length long
Google's integration of Gemini Nano into Chrome creates an unmonitored AI runtime accessible to any website, introducing prompt injection and parasitic compute risks that bypass traditional cloud security controls. By Kirill Gelfand , Vladimir Kropotov , Fyodor Yarochkin , David Tulis.
Tags security-and-privacy ai-and-machine-learning architecture-and-apis devops-and-ci-cd
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ThisBash Escape: Claude Dispatch flaw enables browser extensions RCE on the OS
Posted on November 6, 2026, Level beginner Resource Length medium
A flaw in Claude Dispatch revealed how authenticated web sessions can drive local OS agents, turning low-privilege browser access into high-privilege code execution. By Gal Weizman.
Tags security-and-privacy architecture-and-apis ai-and-machine-learning software-engineering
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Agentic development on Android: What engineering leaders should decide next
Posted on November 4, 2026, Level beginner Resource Length medium
Google's Android Dev Summit announcements signal a shift toward agent-assisted mobile development. For engineering leaders, the real question is not whether to adopt agentic tooling but how to govern it while teams retain ownership of code, testing, and risk. By Nacho Carrión.
Tags ai-and-machine-learning architecture-and-apis backend-development software-engineering
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Everyone's adopting AI agents. Almost no one can prove the ROI. Here's why
Posted on October 30, 2026, Level beginner Resource Length medium
Organizations are deploying AI agents faster than they can demonstrate value, and the gap between adoption and measurable return stems from a disconnect between buyers and users plus a lack of business context. By Databricks Staff.
Tags ai-and-machine-learning software-engineering architecture-and-apis
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How the EU Cyber Resilience Act governs supply chain security
Posted on October 24, 2026, Level beginner Resource Length medium
The EU Cyber Resilience Act forces a fundamental shift in software architecture, demanding that security boundaries extend beyond the application to encompass the entire supply chain and non-human identities. By Ryan Daws.
Tags architecture-and-apis security-and-privacy software-engineering
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The unified dependency graph: Stop agentic AI from outrunning its own architecture
Posted on October 20, 2026, Level intermediate Resource Length long
Data platforms treat infrastructure and derived decisions as separate worlds. A unified dependency graph joins them so agentic systems can trace outputs back to raw inputs without losing the thread across transformations. By Animesh Kumar.
Tags ai-and-machine-learning architecture-and-apis backend-development cloud-and-infrastructure devops-and-ci-cd
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AI Agent sandbox on Kubernetes: Run LLM-written code in gVisor jobs with no network and no credentials
Posted on October 4, 2026, Level advanced Resource Length short
Running model-generated code requires strict isolation. This analysis explores how Kubernetes namespaces, gVisor, and admission policies create a secure boundary for untrusted scripts. By DevToCash Team.
Tags architecture-and-apis security-and-privacy cloud-and-infrastructure ai-and-machine-learning
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Mitigating geopolitical risks with local-first software and atproto
Posted on September 25, 2026, Level intermediate Resource Length long
Martin Kleppmann argues that Europe's heavy reliance on US cloud providers creates significant geopolitical vulnerability, proposing multi-cloud strategies, the AT Protocol (Authenticated Transfer Protocol), and local-first software as technical mitigations. By Martin Kleppmann.
Tags cloud-and-infrastructure architecture-and-apis software-engineering
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Germany wary of France's Arcadia as Europe's Palantir rival
Posted on September 12, 2026, Level beginner Resource Length long
Berlin and Paris agree Europe needs its own military AI backbone, but Germany fears adopting the French Arcadia system would simply swap one foreign dependency for another. By Chris Lunday, Laura Kayali.
Tags architecture-and-apis cloud-and-infrastructure business-and-emerging-tech
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What your LLM Benchmark is actually measuring: A system boundary analysis
Posted on September 5, 2026, Level beginner Resource Length long
Benchmarks reveal hidden system boundaries that distort model comparisons. This editorial examines how token limits, grader preferences, and formatting rules create artificial performance gaps in LLM evaluations. By Damen Knight.
Tags architecture-and-apis ai-and-machine-learning software-engineering
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How enabling two settings tripled our scores on the ARC-AGI-3 benchmark
Posted on August 23, 2026, Level beginner Resource Length short
Exploring how two API settings—retained reasoning and compaction—significantly improved GPT-5.6's performance on the ARC-AGI-3 benchmark, highlighting the impact of harness design on AI evaluation. By Ilan Bigio, Ted Sanders.
Tags ai-and-machine-learning architecture-and-apis backend-development