DOCUMENT
THE WHOLE
SYSTEM.
A practical reference for programming, DSA, frameworks, databases, APIs, Linux, networking, testing, security, deployment, and the architecture behind CodeDev itself.
Results for “python”
Developer learning roadmap
A practical order for learning programming, DSA, web development, databases, systems, testing, and production deployment.
Programming fundamentals
The core ideas shared by nearly every programming language: data, control flow, functions, scope, errors, files, and program structure.
Python application development
Python fundamentals, type hints, modules, virtual environments, data structures, exceptions, and application organization.
Trees, heaps, and graphs
Hierarchical structures, priority queues, graph models, BFS/DFS, and how these structures map to real software problems.
HTTP, REST APIs, and backend design
Requests, responses, status codes, JSON APIs, validation, idempotency, pagination, authentication, and API boundaries.
Flask and Django frameworks
How Flask and Django organize Python web applications, where each fits, and the production concerns both frameworks share.
Backend architecture and data integrity
Service boundaries, validation, transactions, migrations, concurrency, caching, and designing state changes that remain correct under failure.
Linux, networking, and Docker
Linux service basics, permissions, ports, IP addressing, sockets, reverse proxies, containers, and deployment troubleshooting.
Testing and debugging
Unit, integration, regression, security, migration, and deployment tests plus a systematic debugging method.
CodeDev deployment and operations
Render/Docker production configuration, PostgreSQL, Cloudinary, Redis/Valkey, migrations, uptime monitoring, health checks, recovery, and deployment verification.
CodeDev inquiries, CRM, and Resend notifications
The implemented contact-to-CRM flow, preferred-contact data, Resend owner notifications, retry behavior, and what the system does not claim about final email delivery.
CodeDev privacy and inquiry retention
How the implemented Privacy Request flow, inquiry closure timestamp, retention window, dry-run purge, permanent purge, and backup limitations work.
CodeDev release qualification and evidence
The exact meaning of Security-Hardened-RC versus Production-Qualified and the canonical qualification path used by local operators and GitHub Actions.