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Luis Mori Guerra

Engineering Manager / Technical Lead

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Do We Need Deep Thinking? Why Fable 5.1 and Astra Look Smart and Gemini 3.8 Flash Looks DumbOn-Device AI on Phones: The 4 tok/s RealityBrowser LLMs + WebMCP + MCP UI: The Coming Frontend StackYour AI Assistant Might Be Cheating on Its HomeworkWhat Is an AI-Native App? A Working Definition, Architecture, and Practical Test

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GitHub Copilot

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

2 articles

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AI Agents AI Architecture LLM Claude Code AI Engineering
AI Agents Coding Agents Pi Ante Claude Code GitHub Copilot Antigravity Software Architecture Developer Tools Rust TypeScript Multi-Agent Systems AgentOS

Micro-Harnesses vs. Agentic Operating Systems: Architecture, Economics, and Governance in 2026

A deep architectural breakdown comparing minimalist micro-harnesses (Pi, Ante, Aider, Goose) against full-stack Agentic Operating Systems (Antigravity CLI, Claude Code, Opencode, GitHub Copilot): analyzing token economics, RAM density, context poisoning, and production two-tier pipelines.

Aug 25, 2026 17 min read
AI Agents Agent Architecture OpenCode Cursor Agent agy GitHub Copilot Orca OpenSpec Spec Kit Brownfield Engineering

Orchestrating a Multi-Agent CLI Stack: OpenCode, Cursor, agy, Copilot, Orca, and OpenSpec

A Principal AI Engineer's blueprint for orchestrating OpenCode (Opus 5 High 1M), Cursor Agent (Opus 5 Max), agy (Gemini 3.7 Flash High), and Copilot (GPT-5.6 Sol) with Orca DAGs, OpenSpec contracts, and Jira brownfield triage.

Aug 21, 2026 22 min read

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