Oqtora Knowledge Base
Engineering & AI Insights
Actionable blueprints, terminal speed tricks, and production AI architectures written by engineers for engineers.
•Oqtora Engineering
Moonshot AI Releases Kimi-K3 Open Weights on Hugging Face: Architecture Breakdown & Developer Guide
Moonshot AI has officially dropped full open weights for Kimi-K3—a 2.8-trillion-parameter MoE model with 1M context window on Hugging Face. Explore its architecture and engineering applications.
#ai#llm#huggingface#kimi-k3#moe
Read Article →•Oqtora Editorial
RAG Pipeline Architecture: Optimizing Hybrid Search and Re-Ranking
Learn how to combine vector similarity search with BM25 keyword matching and cross-encoder re-ranking for enterprise retrieval accuracy.
#rag#ai#vector-database#llm
Read Article →•Oqtora Engineering
10 Terminal Productivity Hacks Every Senior Engineer Should Master
Supercharge your CLI workflow with advanced shell integrations, tmux shortcuts, fuzzy finding, and custom terminal aliases.
#terminal#developer-tools#zsh#productivity
Read Article →•Oqtora Engineering
How to Build Autonomous AI Agents: Architecture Patterns for 2026
A comprehensive deep dive into designing self-correcting agentic loops, task decomposition networks, tool orchestration, and memory management in production.
#ai#agents#python#architecture
Read Article →