https://swappysh.github.io/categories/site/Recent content in Site on Swapnil SharmaHugoen<a href="https://creativecommons.org/licenses/by-nc/4.0/" target="_blank" rel="noopener">CC BY-NC 4.0</a>Wed, 25 Feb 2026 00:00:00 +0000https://swappysh.github.io/posts/welcome/Wed, 25 Feb 2026 00:00:00 +0000https://swappysh.github.io/posts/welcome/<p>I&rsquo;ve spent the last few years building production AI systems: multi-agent architectures, LLM evaluation pipelines, safety-critical patient conversation platforms, code generation tools. A lot of that work happened in fast-moving startups where the goal was to ship, not to document.</p> <p>This blog is an attempt to fix that.</p> <h2 id="what-ill-write-about">What I&rsquo;ll write about</h2> <p>Most of what I&rsquo;ll cover sits at the intersection of <strong>research and production engineering</strong>, the gap that doesn&rsquo;t get enough attention. Things like:</p>