https://ashimsharma10.github.io/blog Software engineer sharing projects, notes, and guides on ML infrastructure. en-us sharmaashim00@gmail.com (Ashim Sharma) sharmaashim00@gmail.com (Ashim Sharma) Mon, 20 Jul 2026 00:00:00 GMT https://ashimsharma10.github.io/blog/from-prompting-to-loops https://ashimsharma10.github.io/blog/from-prompting-to-loops Why AI work moved from single prompts to loops, the main types of loops, and examples of goal-driven loops in practice. Mon, 20 Jul 2026 00:00:00 GMT sharmaashim00@gmail.com (Ashim Sharma) agentsllmloop-engineeringai https://ashimsharma10.github.io/blog/harness-context-loop-engineering https://ashimsharma10.github.io/blog/harness-context-loop-engineering A practical field guide to the systems that wrap an LLM and turn it into a reliable agent — with patterns, worked examples, real deployments, and where the field is heading (mid-2026). Sat, 13 Jun 2026 00:00:00 GMT sharmaashim00@gmail.com (Ashim Sharma) agentsllmharness-engineeringloop-engineeringcontext-engineeringai https://ashimsharma10.github.io/blog/self-improving-agents https://ashimsharma10.github.io/blog/self-improving-agents An agent that gets better on its own has to change something about itself, and something has to check the change. This post walks the six things it can change, the checker that decides whether any of it worked, the ceiling it runs into, the ways it breaks, and the loop teams actually run in production. Thu, 13 Aug 2026 00:00:00 GMT sharmaashim00@gmail.com (Ashim Sharma) agentsaillmself-improving-agentscontinual-learningloop-engineering