https://santhoshsiddegowda.com Backend engineering, AI, and developer productivity. en https://santhoshsiddegowda.com/articles/what-i-learned-going-from-engineer-to-lead-and-back https://santhoshsiddegowda.com/articles/what-i-learned-going-from-engineer-to-lead-and-back Thu, 09 Jul 2026 00:00:00 GMT Four years leading engineers, the mistakes I made, and what actually changed me—told through real stories, and why the lead mindset stays with you even after going back to IC. careerleadership https://santhoshsiddegowda.com/articles/less-is-more https://santhoshsiddegowda.com/articles/less-is-more Sun, 18 Jan 2026 00:00:00 GMT How we solved the audio pipeline bottleneck for Bizom's AI Sales Coach using WebRTC and RAM-first architecture. aivoiceperformance https://santhoshsiddegowda.com/articles/bugzilla-mcp https://santhoshsiddegowda.com/articles/bugzilla-mcp Fri, 14 Nov 2025 00:00:00 GMT The Bugzilla MCP Server is a Model Context Protocol server that enables AI assistants to interact directly with Bugzilla instances. It provides secure access to query bugs, search repositories, add comments, and manage bug tracking—all through natural conversation with your AI assistant. aimcp https://santhoshsiddegowda.com/articles/llm-baby-sitting-experiences https://santhoshsiddegowda.com/articles/llm-baby-sitting-experiences Sun, 05 Oct 2025 00:00:00 GMT How helping transform traditional QA test cases into AI-assisted ones taught me that the future of testing isn't about replacing humans—it's about humans and AI working together aillm https://santhoshsiddegowda.com/articles/why-we-need-engineers https://santhoshsiddegowda.com/articles/why-we-need-engineers Fri, 22 Aug 2025 00:00:00 GMT The other day, in a conversation with my CEO Lalit, he said something that stuck with me: careerengineering https://santhoshsiddegowda.com/articles/experiences-working-with-sarvam-and-openai-whisper https://santhoshsiddegowda.com/articles/experiences-working-with-sarvam-and-openai-whisper Sun, 15 Jun 2025 00:00:00 GMT In this article, I'll share my hands-on experience using two speech-to-text transcription solutions: Sarvam AI and OpenAI Whisper. I've worked with both in real-world scenarios and will walk through their accuracy, integration process, and how well they perform under different conditions—especially for Indic language use cases. aispeech-to-text https://santhoshsiddegowda.com/articles/laravel-request-life-cycle https://santhoshsiddegowda.com/articles/laravel-request-life-cycle Fri, 02 May 2025 00:00:00 GMT Laravel's request-response flow is powerful yet elegant. Knowing how it works helps with debugging and optimization. Let's break down the journey of a user request in your Laravel app. laravel https://santhoshsiddegowda.com/articles/laravel-zero-with-php-binaries https://santhoshsiddegowda.com/articles/laravel-zero-with-php-binaries Thu, 17 Apr 2025 00:00:00 GMT As a Laravel developer, you're already familiar with the elegance and power of the Laravel ecosystem. But did you know that Laravel Zero allows you to harness that same power to build command-line tools? In this guide, we'll walk through creating a CLI tool using Laravel Zero, then compile it into a standalone PHP binary using Static PHP CLI (SPC). This workflow is perfect for building utilities, automation scripts, or deployment tools. laravelcli https://santhoshsiddegowda.com/articles/what-is-slm https://santhoshsiddegowda.com/articles/what-is-slm Wed, 02 Apr 2025 00:00:00 GMT You’ve probably heard about big AI models like ChatGPT or Google’s Gemini. These are called Large Language Models (LLMs), and they’re amazing at understanding and generating text. But there’s another type of AI model that’s smaller, faster, and more practical for businesses: Small Language Models (SLMs). aillm https://santhoshsiddegowda.com/articles/integrate-work-os-with-laravel https://santhoshsiddegowda.com/articles/integrate-work-os-with-laravel Thu, 20 Mar 2025 00:00:00 GMT Integrating WorkOS with Laravel enhances your application's authentication capabilities, offering features like social logins, passkeys, and Single Sign-On (SSO). Laravel provides starter kits for React, Vue, and Livewire, each with a WorkOS AuthKit variant, simplifying the integration process. laravelauth https://santhoshsiddegowda.com/articles/code-police-journey https://santhoshsiddegowda.com/articles/code-police-journey Thu, 20 Feb 2025 00:00:00 GMT At Bizom , our fast-growing company, we faced a growing challenge as our team expanded: maintaining code quality and error handling across our Bitbucket repositories. With more developers contributing code, it became increasingly difficult to ensure consistency and high standards during code reviews. aicode-reviewhackathon https://santhoshsiddegowda.com/articles/code-police-ai-code-reviewer https://santhoshsiddegowda.com/articles/code-police-ai-code-reviewer Tue, 11 Feb 2025 00:00:00 GMT A few months ago, I found myself drowning in pull requests. As a developer, I understand the importance of thorough code reviews, but reviewing each pull request manually was time-consuming and often inconsistent. Sometimes, minor issues slipped through the cracks, and at other times, reviews took longer than necessary. aicode-reviewbitbucket