Practical engineering articles on debugging integrations, assessing and modernizing legacy systems, enterprise identity, database performance, testing, workflow automation, reliable AI features, and cross-platform product work.
Trace frontend/backend failures through browser requests, HTTP responses, contracts, authentication, server logs, and production verification.
A business-first guide to mapping manual reporting, connecting trusted data, automating workflows, and handling exceptions with human oversight.
Engineer dependable LLM features with structured outputs, validation, evaluation, safe fallbacks, privacy controls, and production monitoring.
A case overview of an internal content platform coordinating AI-assisted workflows, localization, quality review, analytics, and publishing.
A Divinari case overview of cross-platform language learning with Flutter, web, localization, AI assistance, and offline capability.
Assess architecture, dependencies, data, security, testing, operations, and team knowledge before choosing to modernize, rewrite, or maintain an application.
Diagnose slow SQL by reproducing the issue, reading query plans, checking indexes and access patterns, and verifying the full request path.
Build business-critical API tests for contracts, permissions, invalid input, dependency failures, timeouts, duplicate requests, and regressions.
Modernize incrementally by mapping current behavior, creating safe boundaries, preserving data compatibility, and planning recoverable releases.
Trace enterprise SSO failures across identity providers, OAuth redirects, token validation, sessions, and legacy application boundaries.
A practical overview of offline-first Flutter architecture, local persistence, synchronization, conflict handling, retries, and resilient mobile user experiences.
Deploy lightweight, static Next.js 16 applications to Firebase Hosting with cacheable CDN delivery, declarative security headers, and no server to manage.
Educational concepts for evaluating time-series hypotheses, limiting overfitting, accounting for multiple tests, and communicating uncertainty.
Practical patterns for asynchronous messaging: topology design, consumer flow control, dead-letter handling, and broker recovery.
A senior security engineer's guide to eliminating static credentials, automating dynamic database lease rotation, and enforcing least-privilege IAM across financial microservices.
What actually happens when a freelance engineer takes over an app that crashes, fails after launch, or only works on one laptop: how problems are found, what usually causes them, and when to repair instead of rewrite.