Welcome to My Blog

Hi, I'm Talha J Siam, Co-Founder and VP of Engineering at AskTuring.ai . We specialize in Retrieval-Augmented Generation (RAG) and building LLM-powered workflow agents tailored to vertical-specific use cases.

On this blog, I’ll share insights, best practices, and experiments around:

• ⚙️ Deep dives into LLMs
• ✨ Prompt engineering tips
• 📈 Agentic workflows
• 🚀 Building the AI application layer

Featured

• Self-Hosting Supabase with Docker Swarm

  Published:Oct 13, 2025 |  at 02:30 PM

  After months of struggling with Supabase self-hosting in production, I built a solution that actually works. Here's how to go from development to production-ready Docker Swarm in minutes.

• Building an Automated Fact-Checking Pipeline with LangGraph

  Published:Oct 11, 2025 |  at 10:00 AM

  Built GroundCrew over a weekend - an LLM pipeline that extracts claims, searches for evidence, and verifies facts. 72% accuracy on FEVER dataset, but NOT ENOUGH INFO detection needs work.

Recent Posts

• Tracking Discord Standups So I Don't Have To

  Published:Oct 12, 2025 |  at 01:30 PM

  Built a bot to track Discord standup attendance because manually updating spreadsheets in 2025 feels wrong.