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Writing about backend engineering and GenAI — what works in production, what doesn't, and the gaps between tutorials and real systems.

22 September 2025·5 min read

Production AI and Python Performance — More from PyCon India 2025

Prompt caching strategies, PII handling, security layers for AI systems, and how queue-based multiprocessing achieved a 40x speedup — practical patterns from PyCon India 2025.

PythonPerformanceAIPyConProduction

21 September 2025·4 min read

MCP and Multi-Agent Patterns — Takeaways from PyCon India 2025

Model Context Protocol architecture, multi-agent evolution patterns, and practical lessons from PyCon India 2025 on building AI systems that actually work in production.

MCPMulti-AgentPyConPythonAI Architecture