Aditya Sagar — Cross-product ERP Engineer https://adityasagar.dev Aditya Sagar — Software Engineer at Tracktile in Charlottetown, PEI. Builds full-stack ERP systems with AI in the loop, ships mobile and game projects, writes about the unglamorous layer. en Wed, 24 Jun 2026 00:00:00 GMT Understanding LLM agent architecture for groundwork-ai https://adityasagar.dev/writing/understanding-llm-agent-architecture-for-groundwork-ai https://adityasagar.dev/writing/understanding-llm-agent-architecture-for-groundwork-ai Wed, 24 Jun 2026 00:00:00 GMT I got a lot of value in finding clarification on what LLM patterns to use to build each section in groundwork.ai, I have been digging in Routing workflow… Two agents, one workflow https://adityasagar.dev/writing/hermes https://adityasagar.dev/writing/hermes Mon, 01 Jun 2026 00:00:00 GMT Setting up a Hermes agent on DeepSeek V4 Flash to run my journal and a newsletter — and why it worked. ERP is just plumbing (and that's the point) https://adityasagar.dev/writing/plumbing https://adityasagar.dev/writing/plumbing Fri, 01 May 2026 00:00:00 GMT Nobody throws a party for the pipes — until they fail. Notes from the unglamorous layer. Building with AI in the loop without cutting corners https://adityasagar.dev/writing/ailoop https://adityasagar.dev/writing/ailoop Wed, 01 Apr 2026 00:00:00 GMT Speed and rigor aren't opposites. Where AI belongs in the workflow, and where it doesn't.