https://procedure.tech/blogs Insights on AI engineering, software development, and building production systems from Procedure's engineering team. en-us Tue, 21 Apr 2026 00:00:00 GMT https://procedure.tech/blogs/design-to-development-handoff-best-practices https://procedure.tech/blogs/design-to-development-handoff-best-practices Most handoff failures aren't about design quality or dev capability. They're about missing behavioral clarity. Here's a practical guide to running handoffs that actually help teams ship faster. Tue, 21 Apr 2026 00:00:00 GMT Product Engineering Brajkishor Baheti https://procedure.tech/blogs/fastapi-vs-django-vs-flask https://procedure.tech/blogs/fastapi-vs-django-vs-flask FastAPI, Django, and Flask all work. The question is which one fits your team size, async requirements, and production roadmap. Here's how engineering teams should actually decide. Mon, 20 Apr 2026 00:00:00 GMT Backend Engineering Procedure https://procedure.tech/blogs/dotnet-framework-to-dotnet-migration https://procedure.tech/blogs/dotnet-framework-to-dotnet-migration Migrating from .NET Framework is not a version bump. Here is what actually changes, what breaks hardest, and how to scope the migration before you commit a timeline. Mon, 20 Apr 2026 00:00:00 GMT Backend Engineering Procedure https://procedure.tech/blogs/nodejs-vs-python-backend https://procedure.tech/blogs/nodejs-vs-python-backend Node.js and Python are both capable backend choices. The real question is which one fits your project, your team, and where your product is headed. Here's a clear framework to make the call. Fri, 17 Apr 2026 00:00:00 GMT Backend Engineering Procedure https://procedure.tech/blogs/flutter-vs-react-native https://procedure.tech/blogs/flutter-vs-react-native Flutter and React Native have both matured. The decision is no longer about performance. It is about architecture, team skills, and where your product roadmap is headed. Here is how to think through it. Fri, 17 Apr 2026 00:00:00 GMT Mobile Engineering Procedure https://procedure.tech/blogs/production-ai-music-generation-n8n https://procedure.tech/blogs/production-ai-music-generation-n8n Learn how to build a production-ready AI music generation system using n8n, Telegram, Docker, and Suno AI with structured orchestration and agent-based intent parsing. Mon, 30 Mar 2026 00:00:00 GMT AI/ML Bhavesh Patil https://procedure.tech/blogs/procedure-earned-best-place-to-work-certification-after-8-years-of-building-culture https://procedure.tech/blogs/procedure-earned-best-place-to-work-certification-after-8-years-of-building-culture Procedure's Best Place to Work certification took 8 years. Here's what the data on psychological safety, trust, and workplace culture actually revealed. Tue, 17 Mar 2026 00:00:00 GMT Culture Adithya K https://procedure.tech/blogs/app-controlled-rtl-react-native https://procedure.tech/blogs/app-controlled-rtl-react-native Learn how to implement app-controlled RTL in React Native for English–Arabic apps, avoiding OS-driven layout issues and improving RTL UX. Fri, 20 Feb 2026 00:00:00 GMT Mobile Engineering Shravani Khatri https://procedure.tech/blogs/ai-agents-how-they-work-use-cases https://procedure.tech/blogs/ai-agents-how-they-work-use-cases Learn what AI agents are, how agentic systems work, real-world use cases, and how they differ from automation, plus a simple agent you can build. Thu, 05 Feb 2026 00:00:00 GMT AI/ML Aniket Singh https://procedure.tech/blogs/role-based-access-control-rbac-guide https://procedure.tech/blogs/role-based-access-control-rbac-guide Learn what RBAC is, why it matters, and how to implement role-based access control across frontend and backend systems with real-world examples. Thu, 05 Feb 2026 00:00:00 GMT Backend Development Aniket Singh https://procedure.tech/blogs/structured-database-free-django-audit-trails-playbook https://procedure.tech/blogs/structured-database-free-django-audit-trails-playbook Learn how django-activity-audit replaces database audit tables with structured JSON logs using Django’s native logging system for cleaner, leaner auditing. Wed, 04 Feb 2026 00:00:00 GMT Backend Development Shreeshan Panicker https://procedure.tech/blogs/timezone-aware-scheduling-django-react-playbook https://procedure.tech/blogs/timezone-aware-scheduling-django-react-playbook Learn a production-ready model for handling UTC, IANA zones, local intent, recurrence, and date filtering in Django + React. Your guide to building global scheduling systems. Mon, 02 Feb 2026 00:00:00 GMT Backend Development Brajkishor Baheti https://procedure.tech/blogs/database-partitioning-list-hash-real-world-example https://procedure.tech/blogs/database-partitioning-list-hash-real-world-example Learn how LIST and HASH partitioning resolved a 123GB PostgreSQL hot-table bottleneck, reducing 30–60s updates to 5–7s and improving lookups by nearly 10×. Fri, 23 Jan 2026 00:00:00 GMT Backend Development Sreeraj Rajan https://procedure.tech/blogs/notion-mcp-guide-connect-notion-to-ai-agents https://procedure.tech/blogs/notion-mcp-guide-connect-notion-to-ai-agents Learn how to set up the Notion MCP server, integrate it with Vercel AI SDK, and build AI agents that query Notion in real time, without RAG or custom APIs. Fri, 23 Jan 2026 00:00:00 GMT AI/ML Samarth Goyal https://procedure.tech/blogs/beginner-s-guide-to-model-context-protocol-mcp-for-smarter-ai-systems https://procedure.tech/blogs/beginner-s-guide-to-model-context-protocol-mcp-for-smarter-ai-systems Explore the basics of Model Context Protocol and how it enhances AI agents with memory, context handling, and real use cases. Mon, 01 Dec 2025 00:00:00 GMT AI/ML Aniket Singh https://procedure.tech/blogs/observability-101-logs-metrics-traces-monitoring-modern-systems https://procedure.tech/blogs/observability-101-logs-metrics-traces-monitoring-modern-systems Understand observability from first principles: traces, logs, metrics, alerts, dashboards, OpenTelemetry, and how tools like Grafana or Datadog fit into real workflows. Thu, 20 Nov 2025 00:00:00 GMT Observability Aniket Singh https://procedure.tech/blogs/blog-scalable-frontend-architecture-guide https://procedure.tech/blogs/blog-scalable-frontend-architecture-guide Discover a full roadmap to scalable frontend architecture, covering structure, design systems, state, TypeScript, APIs, and SSR. Fri, 14 Nov 2025 00:00:00 GMT Frontend Development Aniket Singh https://procedure.tech/blogs/user-experience-observability-metrics-errors-and-tools-you-need-to-know https://procedure.tech/blogs/user-experience-observability-metrics-errors-and-tools-you-need-to-know Understand how to observe what users actually experience—not just server uptime. Learn about real user monitoring (RUM), performance metrics like LCP & CLS, session tracking, and tools like OpenTelemetry, ClickHouse, and Datadog to build user-first observability systems. Fri, 31 Oct 2025 00:00:00 GMT Observability Aniket Singh https://procedure.tech/blogs/how-to-prevent-javascript-lag-using-web-workers https://procedure.tech/blogs/how-to-prevent-javascript-lag-using-web-workers Learn how Web Workers prevent JavaScript lag by offloading heavy tasks, improving performance, and keeping your web apps smooth and responsive. Wed, 15 Oct 2025 00:00:00 GMT Frontend Development Aashka Doshi https://procedure.tech/blogs/mastering-expo-eas-submit-ota-updates-and-workflow-automation https://procedure.tech/blogs/mastering-expo-eas-submit-ota-updates-and-workflow-automation Discover Expo EAS tools for seamless app deployment. Submit builds, push OTA updates, and optimize workflows to release mobile apps without manual hassle. Tue, 07 Oct 2025 00:00:00 GMT Mobile Development Pushkar Thakur https://procedure.tech/blogs/automate-mobile-app-builds-with-expo-eas-no-ci-server-required https://procedure.tech/blogs/automate-mobile-app-builds-with-expo-eas-no-ci-server-required Streamline mobile app development with Expo EAS. Automate builds, manage signing credentials, and submit to App Store and Google Play - no CI/CD server required. Mon, 22 Sep 2025 00:00:00 GMT Mobile Development Pushkar Thakur https://procedure.tech/blogs/optimizing-mongodb-array-updates-strategies-benchmarks-best-practices https://procedure.tech/blogs/optimizing-mongodb-array-updates-strategies-benchmarks-best-practices See how we benchmark bulkWrite, aggregation, and $filter + $concatArrays for atomic, high-throughput MongoDB array updates under concurrency using k6. Sat, 20 Sep 2025 00:00:00 GMT Cloud Salik Ansari https://procedure.tech/blogs/engineering-zero-downtime-database-migrations-with-aws-aurora https://procedure.tech/blogs/engineering-zero-downtime-database-migrations-with-aws-aurora Procedure executed a low-latency migration of a mobile app’s transactional database to Amazon Aurora, enabling higher IOPS, automated failover, and regional resilience. Thu, 18 Sep 2025 00:00:00 GMT Cloud Sreeraj Rajan https://procedure.tech/blogs/sse-for-llms https://procedure.tech/blogs/sse-for-llms Explore why Server-Sent Events power token-level LLM streaming in 2025, enabling real-time UX, simpler infra scaling, and easier debugging compared with WebSockets/gRPC. Tue, 16 Sep 2025 00:00:00 GMT AI/ML Prathamesh Dukare