ElfTech Blog

Insights on building autonomous AI systems, multi-agent workflows, and the future of reasoning automation.

Armature2026-06-1114 min read

Why I Built a Harness Instead of a Framework

Nobody ships the harness. They ship the model integration and rebuild the scaffolding from scratch every time. Why Armature is a finished execution environment instead of another framework.

Armature2026-06-0812 min read

Why I built Armature (and why your multi-agent system will fail in production)

The failure mode nobody warns you about with agentic frameworks: you copy boilerplate instead of describing the problem. I built Armature to fix this.