Agentic Coding Patterns That Actually Work
Lessons from building AI-assisted developer workflows — what works, what doesn't, and where the real value lies.
AI/AutomationEngineering
Originally on LinkedInWriting
Notes on backend systems, cloud infrastructure, security, and AI-assisted engineering workflows.
Presigned URLs at Scale: Lessons from Production
How we serve thousands of concurrent file downloads securely using S3 + CloudFront presigned URLs.
Cloud/InfraBackend
Designing RBAC From Scratch for a Multi-Tenant SaaS
How I approached role-based access control design for a multi-tenant platform with hierarchical permissions.
Security/AuthBackend
Building Reliable Async Job Pipelines with Celery
Practical patterns for background job processing: routing, retries, dead-letter queues, and monitoring.
BackendEngineering
MCP for Developer Tools: First Impressions
Exploring Model Context Protocol (MCP) for building tool-augmented AI agents in developer workflows.
AI/AutomationEngineering
Originally on LinkedIn