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Luis Mori Guerra

Engineering Manager / Technical Lead

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Anticipate the Path: The Simple Reason Rules, Skills, and Agents WorkHow Long Should an LLM Response Be? Deriving a Length Budget From Human Reading CapacityModern Algorithms Every Programmer Should Know: From Matching Markets to HNSW and ARCOh My Pi (omp.sh): A Quick Look at the Hardened Coding Agent CLIHow to Build the Fastest, Lightest Autonomous Agent Platform with Kubernetes, ArgoCD, Ante, and Frontier LLMs

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Performance

A topic hub collecting every article tagged Performance. Use it to explore related posts and follow this theme across the site.

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Modern Algorithms Every Programmer Should Know: From Matching Markets to HNSW and ARC

A deep systems engineering guide to the essential algorithms behind modern infrastructure — matching markets, rolling hashes, network flows, cache replacement, probabilistic sketches, and vector search.

Sep 1, 2026 42 min read
RAG MCP Performance Benchmarks Open Source Cost Optimization AI Engineering

MCP + RAG Performance Stack: Tools, Benchmarks, and Decision Guide

A technical follow-up for engineers choosing embeddings, vector stores, rerankers, caches, and eval libraries for production MCP + RAG over public app data — with benchmark-backed comparisons and three reference stacks.

Jun 30, 2026 19 min read
Astro Agno AI Agents Python Web Development Performance Islands Architecture Multi-Agent Workflows

Astro & Agno: Where Modern Web Performance Meets AI-Native Agent Design

A deep dive into why Astro is the best framework for fast, content-rich sites and why Agno is the simplest path to production-grade AI agents — from a Hello World agent to a full multi-agent workflow dashboard.

Mar 21, 2026 14 min read

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