Stories & Insights

Insights, tutorials, and best practices for building secure AI agents and sandboxed execution environments.

November 27, 20258 min readManish

InstaPoT: Using InstaVM with DSPy's Program of Thought

Learn how to use InstaVM as the code execution backend for DSPy's Program of Thought module, enabling secure Python code execution for LLM-powered reasoning.

DSPyInstaVMAITutorial
November 10, 20258 min readManish

Anti-patterns while working with LLMs

Anti-patterns observed while working extensively with LLMs — from redundant context to over‑engineering.

BlogAILLMBest PracticesAnti-patterns
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