ARGONAUTE DIGITAL / ENGINEERING NOTES
Practical notes on Next.js, TypeScript, cloud architecture and AI-assisted engineering.
A practical career artifact for full-stack developers: explain an incident with evidence, bounded uncertainty and verifiable follow-up instead of a heroic debugging story.
Timour Spiridonov
A practical Node.js, PostgreSQL and GCP design for retry-safe background jobs: stable operation IDs, transactional writes and explicit recovery paths.
Timour Spiridonov
A practical evaluation plan for tool-using AI agents: verify persisted outcomes, protect permissions, inspect traces and compare releases honestly.
Timour Spiridonov
A practical expand-and-contract migration workflow for PostgreSQL-backed applications: control lock waits, separate backfills, and preserve application rollback.
Timour Spiridonov
A practical architecture for AI-generated code: separate planning, authorization and execution, limit capabilities, and verify results independently.
Timour Spiridonov
What 2026 skills signals actually show, and how to prove full-stack delivery through data integrity, AI judgment, testing and deployment.
Timour Spiridonov
A practical Next.js upgrade workflow: separate security patches from feature adoption, test application contracts, and release with a rollback plan.
Timour Spiridonov