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Secure development with NIST SSDF: from repository to delivery addresses a concrete operating problem: turn intent into verifiable behavior without hiding security, quality, or operational trade-offs. This piece moves from foundations to expert decisions, using branch controls, review, and traceable build artifacts as a running example and testing every choice against production constraints. Secure development with N
Refactor a legacy system without deleting business behavior addresses a concrete operating problem: turn intent into verifiable behavior without hiding security, quality, or operational trade-offs. This piece moves from foundations to expert decisions, using progressive replacement of a module behind a stable interface as a running example and testing every choice against production constraints. Refactor a legacy sys
Recruitment AI and the AI Act: map a high-risk system addresses a concrete operating problem: turn intent into verifiable behavior without hiding security, quality, or operational trade-offs. This piece moves from foundations to expert decisions, using a CV screening tool documented with oversight and a risk register as a running example and testing every choice against production constraints. Recruitment AI and the
OpenTelemetry in production: traces, metrics, logs, and sensitive data addresses a concrete operating problem: turn intent into verifiable behavior without hiding security, quality, or operational trade-offs. This piece moves from foundations to expert decisions, using a distributed trace stripped of unnecessary personal data as a running example and testing every choice against production constraints. OpenTelemetry
Prioritize vulnerabilities by exploitability and business impact addresses a concrete operating problem: turn intent into verifiable behavior without hiding security, quality, or operational trade-offs. This piece moves from foundations to expert decisions, using a remediation queue combining exposure, criticality, and exploitation evidence as a running example and testing every choice against production constraints.
Put a human in the loop for a critical AI agent addresses a concrete operating problem: turn intent into verifiable behavior without hiding security, quality, or operational trade-offs. This piece moves from foundations to expert decisions, using human approval before any irreversible action as a running example and testing every choice against production constraints. Put a human in the loop for a critical AI agent b
Prepare for Google Play in 2026: target API, privacy, and final review addresses a concrete operating problem: turn intent into verifiable behavior without hiding security, quality, or operational trade-offs. This piece moves from foundations to expert decisions, using a submission checklist tied to the app’s actual behavior as a running example and testing every choice against production constraints. Prepare for Goo
Platform engineering: build an internal platform as a product addresses a concrete operating problem: turn intent into verifiable behavior without hiding security, quality, or operational trade-offs. This piece moves from foundations to expert decisions, using a golden path standardizing build, deployment, and observability as a running example and testing every choice against production constraints. Platform enginee
Offline-first Android with Room, queues, and resilient synchronization addresses a concrete operating problem: turn intent into verifiable behavior without hiding security, quality, or operational trade-offs. This piece moves from foundations to expert decisions, using a field intervention saved locally then synchronized without duplication as a running example and testing every choice against production constraints.
Modern Android architecture: UI, domain, data, and unidirectional flow addresses a concrete operating problem: turn intent into verifiable behavior without hiding security, quality, or operational trade-offs. This piece moves from foundations to expert decisions, using a Compose screen driven by a ViewModel and repository as a running example and testing every choice against production constraints. Modern Android arc
Modular framework-free JavaScript architecture for a durable application addresses a concrete operating problem: turn intent into verifiable behavior without hiding security, quality, or operational trade-offs. This piece moves from foundations to expert decisions, using a local app split into domain, data, and UI layers as a running example and testing every choice against production constraints. Modular framework-f
Modern authentication: passkeys, MFA, and safe recovery addresses a concrete operating problem: turn intent into verifiable behavior without hiding security, quality, or operational trade-offs. This piece moves from foundations to expert decisions, using a phishing-resistant sign-in flow with controlled recovery as a running example and testing every choice against production constraints. Modern authentication: passk
