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Data & AI

Horizontal scaling patterns for multi-tenant databases, covering shard key selection, consistent hashing, and shard management best practices.

Data & AI

Expert guide to Google Cloud Vector Search 2.0: embeddings, indexes, collections, and query implementation from official docs.

Data & AI

Optimize context window usage for OpenRouter models to reduce cost and improve quality. Covers token estimation, conversation trimming, chunking, and prompt caching.

Data & AI

Align long reads (PacBio, Oxford Nanopore) to a reference genome using sublong, with optional RNA-seq mode.

Data & AI

Catalogs all primitive and composite NeuroScript neurons with signatures, shapes, parameters, and categories. Use it to look up available neurons, check signatures, or decide which neuron to use. Includes a decision tree and references to composite library files.

Data & AI

Expert in Julia 1.10+ development with modern tooling, performance optimization, and scientific computing.

Data & AI

Expert SQL for cloud and hybrid databases, with performance tuning and data modeling for OLTP/OLAP workloads.

Data & AI

Optimize context window usage for OpenRouter models to reduce cost and improve quality. Use when hitting context limits, managing long conversations, or building RAG systems.

Data & AI

Upscale and enhance image and video resolution using AI.

Data & AI

Production-ready Apache Airflow DAG patterns covering operators, sensors, testing, and deployment best practices for data pipeline orchestration.

Data & AI

Build financial models, backtest trading strategies, and analyze market data with risk metrics and portfolio optimization.

Data & AI

Guide agent-driven parameter optimization for configurable systems with measurable objectives. Use for hyperparameter tuning, inference settings, simulations, or control experiments.