FastAPI BackgroundTasks vs Real Job Queues — When to Use Which in 2026

FastAPI BackgroundTasks looks convenient but has real limits. When it’s enough, when you need a real queue, and how to migrate without disrupting users.

May 1, 2026 · 3 min · 523 words · Manvendra Rajpoot

FastAPI Dependency Injection in 2026 — Patterns That Scale

Production FastAPI dependency injection: typed dep aliases, request-scoped vs app-scoped resources, async deps, lifespan management, and the patterns that keep a 50-endpoint codebase clean.

May 1, 2026 · 3 min · 573 words · Manvendra Rajpoot

uv Cookbook for Python in 2026 — Recipes from Real Projects

Day-to-day uv recipes: workspaces, single-file scripts with deps, lockfile workflows, Docker patterns, CI integration, monorepo, and gotchas.

May 1, 2026 · 4 min · 641 words · Manvendra Rajpoot

Async Python Database Drivers in 2026 — asyncpg, psycopg, and the Choices

Picking an async database driver in Python 2026. asyncpg vs psycopg 3 async, MySQL aiomysql / asyncmy, SQLite aiosqlite, libsql for Turso, and the performance / feature tradeoffs.

April 30, 2026 · 3 min · 560 words · Manvendra Rajpoot

Debugging asyncio in Production — The Patterns That Find Real Bugs

Practical asyncio debugging: detect blocking calls, find task leaks, diagnose slow callbacks, use asyncio’s debug mode, and the patterns that catch bugs before production.

April 30, 2026 · 3 min · 549 words · Manvendra Rajpoot

FastAPI WebSockets and Real-Time in 2026 — Production Patterns

Production WebSocket patterns in FastAPI: connection management, auth, scaling beyond one process, broadcast via Redis Pub/Sub or NATS, and the gotchas that bite.

April 30, 2026 · 3 min · 621 words · Manvendra Rajpoot

Testing FastAPI Apps in 2026 — Strategies That Catch Real Bugs

How to test FastAPI apps that survive: unit, integration with real Postgres, contract via OpenAPI, end-to-end, async-aware fixtures, and the patterns from production codebases.

April 30, 2026 · 3 min · 517 words · Manvendra Rajpoot

Python 3.13 Features for Developers in 2026 — JIT, GIL Removal, and More

What 3.13 brought, what’s experimental, and which features matter for production backend Python in 2026 — JIT, free-threaded mode, typing improvements, REPL.

April 30, 2026 · 2 min · 377 words · Manvendra Rajpoot

SQLAlchemy 2.0 Deep Patterns in 2026 — Async, Mapped Types, and Production Tricks

Beyond the SQLAlchemy 2.0 basics: mapped types in depth, async sessions, hybrid properties, lazy/eager strategies, batched inserts, dataclass mixin, and the production patterns.

April 30, 2026 · 4 min · 646 words · Manvendra Rajpoot

Django Ninja vs DRF vs FastAPI in 2026 — How to Pick

When to pick Django Ninja, DRF, or FastAPI. The strengths, the type-safety story, async maturity, and the team / project shape that fits each.

April 30, 2026 · 3 min · 452 words · Manvendra Rajpoot