Design a self-healing data pipeline with retries, metrics, and typed error handling
Create a Python library skeleton for a self-healing ETL pipeline: typed exceptions, retry/backoff, idempotency keys, structured logging, metrics hooks, and unit tests. Include example usage and a minimal CLI.
Build a tiny functional language interpreter with parsing, evaluation, and step-by-step tracing
Write an interpreter in TypeScript for a small expression language (let, lambda, if, lists). Implement tokenizer, Pratt parser/AST, evaluator with environments, and optional trace mode showing each reduction step. Provide tests.
Create a civic participation explainer focusing on institutions, voting basics, and respectful dialogue
Write a neutral guide explaining how democratic institutions typically work: roles of branches, elections, voting rights basics, how to evaluate claims critically, and how to discuss politics respectfully. Keep it non-partisan.
Summarize emerging tech themes: AI safety, privacy, energy efficiency, and responsible deployment patterns
Draft a concise overview of current technology themes: responsible AI practices, data privacy principles, energy-efficient computing, and governance frameworks. Provide practical checklists for individuals and organizations.