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3 results for “LLM workflow”
Karpathy says his favorite LLM workflow is just "a nice long ramble session." Glad to know my unhinged voice notes are officially peak prompt engineering.
A Reddit post quotes Andrej Karpathy describing informal, unstructured 'ramble sessions' as his preferred LLM workflow, sparking community validation of nontraditional prompt engineering practices.
Jul 23, 2026
Behavioral Controllability of Agentic Models for Information Extraction: From Fixed Workflows to Reflective Agents
A new arXiv preprint investigates whether reflective LLM agents improve controllability and observable behavior over fixed workflows in scholarly dataset extraction, using process-level metrics rather than just accuracy.
Jul 20, 2026
PatchOptic for Shared-State LLM Workflows with Projected Views and Verified Structured Updates
PatchOptic is a new interface for LLM agentic workflows that enforces structured, verified updates to shared state using projected views and patch contracts — addressing the gap between local model edits and global state consistency.
Jul 9, 2026