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5 posts tagged with "Production"

Django 6.0's Built-in Tasks Framework -- We Ripped Out Celery and Here Is What Happened
Web Development/EngineeringFeb 24, 202614 min read

Django 6.0's Built-in Tasks Framework -- We Ripped Out Celery and Here Is What Happened

We migrated three production projects from Celery to Django's new Tasks framework. Two went smoothly. One was a disaster. Here is everything we learned.

DjangoPythonBackendCelery
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Async Django in 2026 -- An Honest Assessment of What Actually Works
Web Development/EngineeringFeb 24, 202612 min read

Async Django in 2026 -- An Honest Assessment of What Actually Works

Async Django is production-ready in 2026, but landmines still exist. Four real projects, benchmarks, and a framework for deciding when async actually helps.

DjangoPythonAsyncPerformance
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Django as Your AI Backend -- Serving ML Models Without the Microservices Tax
AI Integration/EngineeringFeb 24, 202613 min read

Django as Your AI Backend -- Serving ML Models Without the Microservices Tax

The network latency between your Django app and your FastAPI ML service is probably longer than inference itself. Here is how to serve models from Django directly.

DjangoPythonAIMachine Learning
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Building AI Agents That Actually Work — Patterns, Pitfalls, and Production Lessons
AI Integration/EngineeringFeb 21, 202620 min read

Building AI Agents That Actually Work — Patterns, Pitfalls, and Production Lessons

Most AI agents fail in production. Here are the architecture patterns, error handling strategies, and guardrails we use to build agents that actually ship.

AIAgentsLangGraphClaude
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Building AI Agent Teams That Actually Work in Production
AI Integration/EngineeringJan 23, 202620 min read

Building AI Agent Teams That Actually Work in Production

Multi-agent systems sound great in demos but break in production. Here's how to architect, orchestrate, and monitor AI agent teams that reliably handle complex workflows — patterns from real deployments.

AI AgentsMulti-AgentArchitectureProduction
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