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@JawherKl
JawherKl / train_modal_standalone.py
Created June 27, 2025 10:31 — forked from tokenbender/train_modal_standalone.py
standalone serverless simple character level transformer
import os
import sys
import time
import math
import pickle
from contextlib import nullcontext
from pathlib import Path
import subprocess
from dataclasses import dataclass
import inspect
Pattern Use Case Languages
Singleton Global config management Java, PHP, JS, Go
Observer Event-driven systems Java, PHP, JS, Go
Strategy Algorithm swapping All 4
Factory Method Object creation Java, PHP, JS, Go
Category Key Tools Why It Matters
Containers Docker, Podman Consistent environments from dev to prod
Orchestration Kubernetes, Docker Swarm Auto-scaling and self-healing apps
IaC Terraform, Pulumi, Ansible, Bicep Version-controlled infrastructure
CI/CD GitHub Actions, Jenkins, GitLab CI, Azure DevOps Automated testing + deployments
GitOps Operator ArgoCD Syncs deployed state with Git (not full CI/CD)
Feature Tech Used Benefit
JWT Authentication jsonwebtoken Secure endpoints with stateless auth
Swagger API Docs swagger-ui-express Auto-generated interactive documentation
Unit Testing mocha + chai 90%+ test coverage for reliability
Modular MVC Express.js Clean separation of concerns