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      • Does EN 18031 Apply to Your Device? A Self-Check for Makers
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    Sign in
    • Research
      • Will Your Chip Maker’s PSIRT Warn You About a Flaw? We Checked 40
      • Vulnerability Disclosure Programmes
      • Dependabot Has Nothing to Flag on 10 Exploited Flaws for Native Android and iOS Projects
      • Most of the 550 Connected-Device Apps We Checked Have No Published Way to Report a Security Flaw (That We Could Find)
      • Your Mobile SBOM Is Wrong in Three Specific Ways
      • Only 1 in 8 Small Publishers in Europe’s App Store Charts Publish a Security Contact
    • Laws & standards
      • Cyber Resilience Act
        • What Is security.txt, and Does the Cyber Resilience Act Require One?
        • How to Report a Security Vulnerability in a Smart Device
        • Vendor Security Requirements
        • CRA SBOM Requirements
        • Who Do You Tell About a Flaw in Your App’s SDKs? We Checked 43
        • CRA Reporting Obligations
        • Cyber Resilience Act Timeline
        • Does the Cyber Resilience Act Apply to Your App? Scope and Dates
        • The Cyber Resilience Act and UK Companies
        • CRA Compliance Checklist for Software and App Teams
        • All CRA articles (16)
      • EN 18031 / RED
        • Does EN 18031 Apply to Your Device? A Self-Check for Makers
        • Does EN 18031 Cover Your Companion App and Cloud? A Checklist
      • UK PSTI
        • UK PSTI Act: The Three Security Requirements, the Statement of Compliance, and How Many Device Makers Publish One
      • Product Liability Directive
        • Product Liability Directive: Can You Be Sued Over a Defective App?
    • Knowledge Library
      • Data products
        • The Engineering Data Products Directory
        • Mobile Engineering Data Tools
        • Cloud & SaaS Cost Intelligence
        • Technographics & Buying-Intent Data
        • Security Ratings & Vendor Risk Tools
        • AI / LLM Observability & Evaluation Tools
        • MCP Server Monitoring & Reliability Tools
        • Dependency Intelligence & Supply-Chain Tools
        • Your Post-Quantum Posture Is Your CDN’s Posture
        • A Quarter of Early MCP Servers Are Already Dead
        • What Real Stacks Actually Run Together (Data From Public Infrastructure Files)
        • 94% of the Top PyPI Packages Are Free-Threading Ready — Here Are the Blockers
        • All data products (12)
      • Data workflow guides
        • Is This Security Patch Safe to Apply? (a Data-Driven Workflow)
        • How to Vet a Dependency Before You Commit to It (a Data-Driven Workflow)
      • AI engineering
        • What is an AI Engineer? Roles, Responsibilities, and Day-to-Day
        • Evaluating and Optimizing AI Applications Built with Foundation Models
        • Implementing and Integrating Foundation Models in AI Applications
        • Designing AI Applications with Foundation Models
        • Understanding Foundation Models for AI Application Development
        • What is AI Engineering, as Defined by Chip Huyen, and Why Does it Matter?
        • Understanding Spec-Driven Development (SDD) for AI Agents
      • Vulnerability management
        • CISA KEV
    • Tools
      • Connected-Device Readiness Explorer
      • CRA Scope Checker
      • OWASP MASVS to CRA Annex I and EN 18031 Map
      • SDL Spec Author
    • Intelligence
      • Security Patch Impact
      • Dependency Adoption
      • Commercial Vendor Intelligence

    Category: AI Engineering

    What is an AI Engineer? Roles, Responsibilities, and Day-to-Day

    The rapid evolution of artificial intelligence often leaves engineers like you wondering where you fit in. New, highly specialized roles are emerging, and it’s easy…

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    SecureByDesignLabs September 1, 2026
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    Evaluating and Optimizing AI Applications Built with Foundation Models

    Smarter AI: Evaluating and Optimizing Foundation Model Applications It’s not enough for your AI application to be technically sound; it also needs to deliver reliable,…

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    SecureByDesignLabs August 31, 2026
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    Implementing and Integrating Foundation Models in AI Applications

    Building AI applications with foundation models is about working smarter, not harder. It’s about moving beyond simple API calls and making practical engineering decisions that…

    securebydesignlabs
    SecureByDesignLabs August 17, 2026
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    Designing AI Applications with Foundation Models

    Building solid AI applications with foundation models takes practical knowledge that helps engineers avoid common pitfalls like high inference costs, unpredictable performance, and security vulnerabilities.…

    securebydesignlabs
    SecureByDesignLabs August 15, 2026
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    Understanding Foundation Models for AI Application Development

    Understanding Foundation Models for AI Application Development Foundation models (FMs) really change how we build AI applications. They let you develop things faster and more…

    securebydesignlabs
    SecureByDesignLabs August 15, 2026
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    What is AI Engineering, as Defined by Chip Huyen, and Why Does it Matter?

    AI Engineering, as defined by Chip Huyen, offers a method for building AI systems that starts with defining product requirements and adapting models to meet…

    securebydesignlabs
    SecureByDesignLabs August 12, 2026
    0 Comments

    Understanding Spec-Driven Development (SDD) for AI Agents

    From ‘Vibe Coding’ to Predictable AI: Why SDD Matters Spec-Driven Development (SDD) is changing how engineers build software with AI agents. Instead of the ‘vibe…

    securebydesignlabs
    SecureByDesignLabs August 9, 2026
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