Posts by enmanuelmag

@enmanuelmag

Enmanuel Magallanes Pinargote

Consultant | Full Stack | DevOps | ML Engineer

Guayaquil, Ecuador enmanuelmag.cardor.dev Joined May 2026

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enmanuelmag • Jun 5 • in Articles • 5 min read

The Map Is Not the Territory — Dep-Aware Agent Between Explorer and Builder

The Map Is Not the Territory - Dep-Aware Agent Between Explorer and Builder The intelligence problem A reconnaissance team maps the territory on Monday. They produce a thorough report: entry points, structural layout, active systems, the works. It'...

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enmanuelmag • May 26 • in Articles • 3 min read

One Does Not Simply read_file('/etc/passwd') — Argument Policies Land in Heimdall MCP

The gap Heimdall MCP is a transparent MCP proxy — it sits between your MCP client and any server, records every call as an OpenTelemetry span, and enforces per-server allow/deny policies without touching server code. The policy layer in v1.3 could...

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enmanuelmag • May 20 • in Articles • 5 min read

When smart is not enough — Multi-agent AI orchestration defaults

Imagine a relay race where all four runners are Olympic-level athletes. Fast, technically perfect, experienced. Now imagine nobody told them the running order. The handoff protocol. Who holds the baton first. What happens? Someone starts. Maybe the ...