ENGINEERING INSIGHTS

The Myelix Agents Blog

Deep dives into autonomous agents, BEAM VM engineering, structural code intelligence, and the architecture decisions behind Myelix Agents.

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Philosophy & Architecture
Architecting Myelix Agents: Feynman Would Be Proud — Back to First Principles

Richard Feynman warned against machines that mimic humans rather than leveraging what computers are actually good at. In 2026, almost every AI coding agent has ignored him. This is the story of why — and how Myelix Agents was built from the same first principles he advocated in 1985.

2026-09-28 18 min read
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Architecture
Why the BEAM Beats Containers for Agent Concurrency

Spawning 50 concurrent agents on Myelix Agents costs the RAM of a single Docker container. Every competing multi-agent platform provisions a new container per agent — 30-second cold boot, gigabytes of overhead, per task.

2026-09-25 8 min read
Engineering
Why Agents Need Five Gates, Not One: The Satisfaction Evaluator

Most agents stop when the code compiles. Myelix Agents stops when five independent structural checks all pass. A walkthrough of each gate and why each one exists.

2026-09-18 10 min read
Performance
Cutting LLM Costs by 90%: The 3-Tier Prompt Cache Architecture

The Stable / Context / Volatile split in the Myelix Agents planner prompt is not just an optimisation — it is a fundamental rethink of how multi-round agent prompts should be structured.

2026-09-10 7 min read
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