<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Syamraj M S | Full-Stack Developer &amp; SaaS Founder</title><description>Portfolio of Syamraj, Full-Stack Developer &amp; SaaS Founder specializing in custom React, AI, and Python web applications. Creator of GoOnline e-commerce marketplace.</description><link>https://syamraj.in/</link><item><title>AI Error Checklist: Translating Stack Traces into Interactive Debugging Checklists</title><link>https://syamraj.in/blog/ai-error-checklist-vscode-extension/</link><guid isPermaLink="true">https://syamraj.in/blog/ai-error-checklist-vscode-extension/</guid><description>How AI Error Checklister — an open-source VS Code extension built by Syamraj MS with 800+ downloads — intercepts terminal crashes and translates dense stack traces into actionable, clickable solution checklists.</description><pubDate>Mon, 03 Aug 2026 00:00:00 GMT</pubDate></item><item><title>Architecting GoOnline: Empowering Local Merchants with Free Digital Showcase SaaS</title><link>https://syamraj.in/blog/architecting-goonline-saas/</link><guid isPermaLink="true">https://syamraj.in/blog/architecting-goonline-saas/</guid><description>A deep dive into GoOnline.syamraj.in — a zero-cost digital showcase SaaS bridging the digital divide for local Indian vendors using WhatsApp commerce, decoupled React/Laravel architecture, and row-level multi-tenancy.</description><pubDate>Mon, 20 Jul 2026 00:00:00 GMT</pubDate></item><item><title>Raw Capability vs. Token Economics: Why Tiered LLM Routing Wins in Production AI</title><link>https://syamraj.in/blog/llm-capability-vs-token-cost-routing/</link><guid isPermaLink="true">https://syamraj.in/blog/llm-capability-vs-token-cost-routing/</guid><description>An in-depth analysis of AI coding benchmarks vs. token pricing — comparing glm-5.2, DeepSeek V4 Pro, and DeepSeek V4 Flash to demonstrate why 12X cheaper flash models paired with tiered routers deliver the highest ROI.</description><pubDate>Mon, 03 Aug 2026 00:00:00 GMT</pubDate></item></channel></rss>