Security Engineering 322
- How I Would Lead a Security Engineering Team: Outcomes, Evidence, and Trust
- Scaling Security Through Paved Roads, Guardrails, and Team Growth
- From One-Off Reviews to Reusable Security Architecture
- How I Approach Principal-Level Security Engineering
- How I Facilitate a Cybersecurity Tabletop Exercise
- Measuring Whether a Tabletop Exercise Improved Readiness
- Turning Tabletop Findings into Owned Engineering Work
- Building a Cybersecurity Scenario That Tests Authority and Coordination
- Designing Tabletop Exercises Around Decisions That Matter
- A Leadership Review for Security Priorities and Tradeoffs
- Operating a Security Roadmap as a Learning System
- Making the Investment Case for Security Engineering Platforms
- Sequencing Security Foundations, Guardrails, and Product Adoption
- Building a Security Roadmap Around Outcomes Instead of Tools
- Leading a Difficult Security Risk Conversation
- Security Metrics for Executives: What Belongs in the Room
- Building a Security Narrative from Evidence, Options, and Tradeoffs
- Translating Technical Exposure into Business Risk Without Losing Precision
- Writing Security Decision Memos Executives Can Act On
- A Leadership Playbook for Security Analysts and Developers
- Measuring a Mixed Security and Development Team
- Turning Analyst Findings into Durable Engineering Improvements
- Designing the Interface Between Security Analysis and Engineering
- How I Would Structure a Team of Security Analysts and Developers
- Leading the Shift from Security Gatekeeper to Engineering Partner
- Operating a Security Engineering Program: Capacity, Escalation, and Feedback
- Building a Security Service Catalog That Engineering Teams Can Use
- Centralized, Embedded, or Platform-Led Security: Designing the Interfaces
- Choosing a Security Engineering Operating Model That Can Scale
- A Team Playbook for Improving AI-Enabled Application Security
- Operating AI-Enabled Application Security: Ownership, Evidence, and Exceptions
- Engineering AI-Enabled Application Security into the Paved Road
- An Architecture Review Playbook for AI-Enabled Application Security
- AI-Enabled Application Security: What the Team Must Decide Before Building
- How to Lead a Review of Privacy Engineering
- Measuring Privacy Engineering Without Vanity Metrics
- Turning Requirements for Privacy Engineering into Delivery Guardrails
- Designing Privacy Engineering: Trust Boundaries, Failure Modes, and Tradeoffs
- A Practical Risk Model for Privacy Engineering
- A Practical Failure Exercise for Abuse Cases and Fraud Resistance
- Abuse Cases and Fraud Resistance in Production: Signals That Show the Control Works
- Implementing Abuse Cases and Fraud Resistance Without Slowing Delivery
- Failure Modes in Abuse Cases and Fraud Resistance: A Design-Level Analysis
- Defining the Security Outcome for Abuse Cases and Fraud Resistance
- A Team Playbook for Improving Red and Blue Team Collaboration
- Operating Red and Blue Team Collaboration: Ownership, Evidence, and Exceptions
- Engineering Red and Blue Team Collaboration into the Paved Road
- An Architecture Review Playbook for Red and Blue Team Collaboration
- Red and Blue Team Collaboration: What the Team Must Decide Before Building
- How to Lead a Review of Penetration Testing as an Engineering Input
- Measuring Penetration Testing as an Engineering Input Without Vanity Metrics
- Turning Requirements for Penetration Testing as an Engineering Input into Delivery Guardrails
- Designing Penetration Testing as an Engineering Input: Trust Boundaries, Failure Modes, and Tradeoffs
- A Practical Risk Model for Penetration Testing as an Engineering Input
- A Practical Failure Exercise for Security-Focused Code Review
- Security-Focused Code Review in Production: Signals That Show the Control Works
- Implementing Security-Focused Code Review Without Slowing Delivery
- Failure Modes in Security-Focused Code Review: A Design-Level Analysis
- Defining the Security Outcome for Security-Focused Code Review
- A Team Playbook for Improving Secure Legacy Modernization
- Operating Secure Legacy Modernization: Ownership, Evidence, and Exceptions
- Engineering Secure Legacy Modernization into the Paved Road
- An Architecture Review Playbook for Secure Legacy Modernization
- Secure Legacy Modernization: What the Team Must Decide Before Building
- How to Lead a Review of AWS Security Engineering
- Measuring AWS Security Engineering Without Vanity Metrics
- Turning Requirements for AWS Security Engineering into Delivery Guardrails
- Designing AWS Security Engineering: Trust Boundaries, Failure Modes, and Tradeoffs
- A Practical Risk Model for AWS Security Engineering
- A Practical Failure Exercise for Python Security Automation
- Python Security Automation in Production: Signals That Show the Control Works
- Implementing Python Security Automation Without Slowing Delivery
- Failure Modes in Python Security Automation: A Design-Level Analysis
- Defining the Security Outcome for Python Security Automation
- A Team Playbook for Improving Ruby on Rails Security
- Operating Ruby on Rails Security: Ownership, Evidence, and Exceptions
- Engineering Ruby on Rails Security into the Paved Road
- An Architecture Review Playbook for Ruby on Rails Security
- Ruby on Rails Security: What the Team Must Decide Before Building
- How to Lead a Review of Webhooks, Jobs, and File Processing
- Measuring Webhooks, Jobs, and File Processing Without Vanity Metrics
- Turning Requirements for Webhooks, Jobs, and File Processing into Delivery Guardrails
- Designing Webhooks, Jobs, and File Processing: Trust Boundaries, Failure Modes, and Tradeoffs
- A Practical Risk Model for Webhooks, Jobs, and File Processing
- A Practical Failure Exercise for Cryptographic Engineering
- Cryptographic Engineering in Production: Signals That Show the Control Works
- Implementing Cryptographic Engineering Without Slowing Delivery
- Failure Modes in Cryptographic Engineering: A Design-Level Analysis
- Defining the Security Outcome for Cryptographic Engineering
- A Team Playbook for Improving OAuth and OpenID Connect
- Operating OAuth and OpenID Connect: Ownership, Evidence, and Exceptions
- Engineering OAuth and OpenID Connect into the Paved Road
- An Architecture Review Playbook for OAuth and OpenID Connect
- OAuth and OpenID Connect: What the Team Must Decide Before Building
- How to Lead a Review of Zero Trust for Applications
- Measuring Zero Trust for Applications Without Vanity Metrics
- Turning Requirements for Zero Trust for Applications into Delivery Guardrails
- Designing Zero Trust for Applications: Trust Boundaries, Failure Modes, and Tradeoffs
- A Practical Risk Model for Zero Trust for Applications
- A Practical Failure Exercise for Microservice Trust
- Microservice Trust in Production: Signals That Show the Control Works
- Implementing Microservice Trust Without Slowing Delivery
- Failure Modes in Microservice Trust: A Design-Level Analysis
- Defining the Security Outcome for Microservice Trust
- A Team Playbook for Improving SaaS and Integration Security
- Operating SaaS and Integration Security: Ownership, Evidence, and Exceptions
- Engineering SaaS and Integration Security into the Paved Road
- An Architecture Review Playbook for SaaS and Integration Security
- SaaS and Integration Security: What the Team Must Decide Before Building
- How to Lead a Review of Third-Party Component Security
- Measuring Third-Party Component Security Without Vanity Metrics
- Turning Requirements for Third-Party Component Security into Delivery Guardrails
- Designing Third-Party Component Security: Trust Boundaries, Failure Modes, and Tradeoffs
- A Practical Risk Model for Third-Party Component Security
- A Practical Failure Exercise for Forensic Readiness
- Forensic Readiness in Production: Signals That Show the Control Works
- Implementing Forensic Readiness Without Slowing Delivery
- Failure Modes in Forensic Readiness: A Design-Level Analysis
- Defining the Security Outcome for Forensic Readiness
- A Team Playbook for Improving Ransomware Resilience
- Operating Ransomware Resilience: Ownership, Evidence, and Exceptions
- Engineering Ransomware Resilience into the Paved Road
- An Architecture Review Playbook for Ransomware Resilience
- Ransomware Resilience: What the Team Must Decide Before Building
- How to Lead a Review of Network Detection Engineering
- Measuring Network Detection Engineering Without Vanity Metrics
- Turning Requirements for Network Detection Engineering into Delivery Guardrails
- Designing Network Detection Engineering: Trust Boundaries, Failure Modes, and Tradeoffs
- A Practical Risk Model for Network Detection Engineering
- A Practical Failure Exercise for SIEM Architecture
- SIEM Architecture in Production: Signals That Show the Control Works
- Implementing SIEM Architecture Without Slowing Delivery
- Failure Modes in SIEM Architecture: A Design-Level Analysis
- Defining the Security Outcome for SIEM Architecture
- A Team Playbook for Improving Threat Hunting
- Operating Threat Hunting: Ownership, Evidence, and Exceptions
- Engineering Threat Hunting into the Paved Road
- An Architecture Review Playbook for Threat Hunting
- Threat Hunting: What the Team Must Decide Before Building
- How to Lead a Review of Security Logging and Telemetry
- Measuring Security Logging and Telemetry Without Vanity Metrics
- Turning Requirements for Security Logging and Telemetry into Delivery Guardrails
- Designing Security Logging and Telemetry: Trust Boundaries, Failure Modes, and Tradeoffs
- A Practical Risk Model for Security Logging and Telemetry
- A Practical Failure Exercise for Detection Engineering
- Detection Engineering in Production: Signals That Show the Control Works
- Implementing Detection Engineering Without Slowing Delivery
- Failure Modes in Detection Engineering: A Design-Level Analysis
- Defining the Security Outcome for Detection Engineering
- A Team Playbook for Improving Incident Readiness
- Operating Incident Readiness: Ownership, Evidence, and Exceptions
- Engineering Incident Readiness into the Paved Road
- An Architecture Review Playbook for Incident Readiness
- Incident Readiness: What the Team Must Decide Before Building
- How to Lead a Review of Product Security Incident Response
- Measuring Product Security Incident Response Without Vanity Metrics
- Turning Requirements for Product Security Incident Response into Delivery Guardrails
- Designing Product Security Incident Response: Trust Boundaries, Failure Modes, and Tradeoffs
- A Practical Risk Model for Product Security Incident Response
- A Practical Failure Exercise for Security Exceptions
- Security Exceptions in Production: Signals That Show the Control Works
- Implementing Security Exceptions Without Slowing Delivery
- Failure Modes in Security Exceptions: A Design-Level Analysis
- Defining the Security Outcome for Security Exceptions
- A Team Playbook for Improving Security Guardrails and Paved Roads
- Operating Security Guardrails and Paved Roads: Ownership, Evidence, and Exceptions
- Engineering Security Guardrails and Paved Roads into the Paved Road
- An Architecture Review Playbook for Security Guardrails and Paved Roads
- Security Guardrails and Paved Roads: What the Team Must Decide Before Building
- How to Lead a Review of Developer Security Education
- Measuring Developer Security Education Without Vanity Metrics
- Turning Requirements for Developer Security Education into Delivery Guardrails
- Designing Developer Security Education: Trust Boundaries, Failure Modes, and Tradeoffs
- A Practical Risk Model for Developer Security Education
- A Practical Failure Exercise for Security Champions
- Security Champions in Production: Signals That Show the Control Works
- Implementing Security Champions Without Slowing Delivery
- Failure Modes in Security Champions: A Design-Level Analysis
- Defining the Security Outcome for Security Champions
- A Team Playbook for Improving Application Security Metrics
- Operating Application Security Metrics: Ownership, Evidence, and Exceptions
- Engineering Application Security Metrics into the Paved Road
- An Architecture Review Playbook for Application Security Metrics
- Application Security Metrics: What the Team Must Decide Before Building
- How to Lead a Review of Risk-Based Remediation
- Measuring Risk-Based Remediation Without Vanity Metrics
- Turning Requirements for Risk-Based Remediation into Delivery Guardrails
- Designing Risk-Based Remediation: Trust Boundaries, Failure Modes, and Tradeoffs
- A Practical Risk Model for Risk-Based Remediation
- A Practical Failure Exercise for Vulnerability Management
- Vulnerability Management in Production: Signals That Show the Control Works
- Implementing Vulnerability Management Without Slowing Delivery
- Failure Modes in Vulnerability Management: A Design-Level Analysis
- Defining the Security Outcome for Vulnerability Management
- A Team Playbook for Improving Cloud Data Protection
- Operating Cloud Data Protection: Ownership, Evidence, and Exceptions
- Engineering Cloud Data Protection into the Paved Road
- An Architecture Review Playbook for Cloud Data Protection
- Cloud Data Protection: What the Team Must Decide Before Building
- How to Lead a Review of Cloud Detection and Logging
- Measuring Cloud Detection and Logging Without Vanity Metrics
- Turning Requirements for Cloud Detection and Logging into Delivery Guardrails
- Designing Cloud Detection and Logging: Trust Boundaries, Failure Modes, and Tradeoffs
- A Practical Risk Model for Cloud Detection and Logging
- A Practical Failure Exercise for Cloud Network Security
- Cloud Network Security in Production: Signals That Show the Control Works
- Implementing Cloud Network Security Without Slowing Delivery
- Failure Modes in Cloud Network Security: A Design-Level Analysis
- Defining the Security Outcome for Cloud Network Security
- A Team Playbook for Improving Cloud Identity and Access Management
- Operating Cloud Identity and Access Management: Ownership, Evidence, and Exceptions
- Engineering Cloud Identity and Access Management into the Paved Road
- An Architecture Review Playbook for Cloud Identity and Access Management
- Cloud Identity and Access Management: What the Team Must Decide Before Building
- How to Lead a Review of SBOMs and Build Provenance
- Measuring SBOMs and Build Provenance Without Vanity Metrics
- Turning Requirements for SBOMs and Build Provenance into Delivery Guardrails
- Designing SBOMs and Build Provenance: Trust Boundaries, Failure Modes, and Tradeoffs
- A Practical Risk Model for SBOMs and Build Provenance
- A Practical Failure Exercise for Software Supply Chain Security
- Software Supply Chain Security in Production: Signals That Show the Control Works
- Implementing Software Supply Chain Security Without Slowing Delivery
- Failure Modes in Software Supply Chain Security: A Design-Level Analysis
- Defining the Security Outcome for Software Supply Chain Security
- A Team Playbook for Improving CI/CD Pipeline Security
- Operating CI/CD Pipeline Security: Ownership, Evidence, and Exceptions
- Engineering CI/CD Pipeline Security into the Paved Road
- An Architecture Review Playbook for CI/CD Pipeline Security
- CI/CD Pipeline Security: What the Team Must Decide Before Building
- How to Lead a Review of Kubernetes Security
- Measuring Kubernetes Security Without Vanity Metrics
- Turning Requirements for Kubernetes Security into Delivery Guardrails
- Designing Kubernetes Security: Trust Boundaries, Failure Modes, and Tradeoffs
- A Practical Risk Model for Kubernetes Security
- A Practical Failure Exercise for Container Security
- Container Security in Production: Signals That Show the Control Works
- Implementing Container Security Without Slowing Delivery
- Failure Modes in Container Security: A Design-Level Analysis
- Defining the Security Outcome for Container Security
- A Team Playbook for Improving Infrastructure as Code Security
- Operating Infrastructure as Code Security: Ownership, Evidence, and Exceptions
- Engineering Infrastructure as Code Security into the Paved Road
- An Architecture Review Playbook for Infrastructure as Code Security
- Infrastructure as Code Security: What the Team Must Decide Before Building
- How to Lead a Review of Secrets Management
- Measuring Secrets Management Without Vanity Metrics
- Turning Requirements for Secrets Management into Delivery Guardrails
- Designing Secrets Management: Trust Boundaries, Failure Modes, and Tradeoffs
- A Practical Risk Model for Secrets Management
- A Practical Failure Exercise for Dependency Risk Management
- Dependency Risk Management in Production: Signals That Show the Control Works
- Implementing Dependency Risk Management Without Slowing Delivery
- Failure Modes in Dependency Risk Management: A Design-Level Analysis
- Defining the Security Outcome for Dependency Risk Management
- A Team Playbook for Improving Dynamic Application Security Testing
- Operating Dynamic Application Security Testing: Ownership, Evidence, and Exceptions
- Engineering Dynamic Application Security Testing into the Paved Road
- An Architecture Review Playbook for Dynamic Application Security Testing
- Dynamic Application Security Testing: What the Team Must Decide Before Building
- How to Lead a Review of Static Application Security Testing
- Measuring Static Application Security Testing Without Vanity Metrics
- Turning Requirements for Static Application Security Testing into Delivery Guardrails
- Designing Static Application Security Testing: Trust Boundaries, Failure Modes, and Tradeoffs
- A Practical Risk Model for Static Application Security Testing
- A Practical Failure Exercise for Security Requirements
- Security Requirements in Production: Signals That Show the Control Works
- Implementing Security Requirements Without Slowing Delivery
- Failure Modes in Security Requirements: A Design-Level Analysis
- Defining the Security Outcome for Security Requirements
- A Team Playbook for Improving Secure Software Development Lifecycle
- Operating Secure Software Development Lifecycle: Ownership, Evidence, and Exceptions
- Engineering Secure Software Development Lifecycle into the Paved Road
- An Architecture Review Playbook for Secure Software Development Lifecycle
- Secure Software Development Lifecycle: What the Team Must Decide Before Building
- How to Lead a Review of Security Design Review Programs
- Measuring Security Design Review Programs Without Vanity Metrics
- Turning Requirements for Security Design Review Programs into Delivery Guardrails
- Designing Security Design Review Programs: Trust Boundaries, Failure Modes, and Tradeoffs
- A Practical Risk Model for Security Design Review Programs
- A Practical Failure Exercise for Secure Architecture
- Secure Architecture in Production: Signals That Show the Control Works
- Implementing Secure Architecture Without Slowing Delivery
- Failure Modes in Secure Architecture: A Design-Level Analysis
- Defining the Security Outcome for Secure Architecture
- A Team Playbook for Improving API Security
- Operating API Security: Ownership, Evidence, and Exceptions
- Engineering API Security into the Paved Road
- An Architecture Review Playbook for API Security
- API Security: What the Team Must Decide Before Building
- How to Lead a Review of Output Encoding and Browser Security
- Measuring Output Encoding and Browser Security Without Vanity Metrics
- Turning Requirements for Output Encoding and Browser Security into Delivery Guardrails
- Designing Output Encoding and Browser Security: Trust Boundaries, Failure Modes, and Tradeoffs
- A Practical Risk Model for Output Encoding and Browser Security
- A Practical Failure Exercise for Input Validation and Injection Prevention
- Input Validation and Injection Prevention in Production: Signals That Show the Control Works
- Implementing Input Validation and Injection Prevention Without Slowing Delivery
- Failure Modes in Input Validation and Injection Prevention: A Design-Level Analysis
- Defining the Security Outcome for Input Validation and Injection Prevention
- A Team Playbook for Improving Session Security
- Operating Session Security: Ownership, Evidence, and Exceptions
- Engineering Session Security into the Paved Road
- An Architecture Review Playbook for Session Security
- Session Security: What the Team Must Decide Before Building
- How to Lead a Review of Authorization
- Measuring Authorization Without Vanity Metrics
- Turning Requirements for Authorization into Delivery Guardrails
- Designing Authorization: Trust Boundaries, Failure Modes, and Tradeoffs
- A Practical Risk Model for Authorization
- A Practical Failure Exercise for Authentication
- Authentication in Production: Signals That Show the Control Works
- Implementing Authentication Without Slowing Delivery
- Failure Modes in Authentication: A Design-Level Analysis
- Defining the Security Outcome for Authentication
- A Team Playbook for Improving Threat Modeling
- Operating Threat Modeling: Ownership, Evidence, and Exceptions
- Engineering Threat Modeling into the Paved Road
- An Architecture Review Playbook for Threat Modeling
- Threat Modeling: What the Team Must Decide Before Building
- How to Lead a Review of Security-First Product Engineering
- Measuring Security-First Product Engineering Without Vanity Metrics
- Turning Requirements for Security-First Product Engineering into Delivery Guardrails