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Jarrad Bermingham

AI Agent Engineer. Building production multi-agent systems at Bifrost Labs. MCP servers, Claude Code tooling, adversarial AI verification. Melbourne, AU.

Melbourne, Australia Joined on Feb 9, 2026 https://www.linkedin.com/in/jarrad-bermingham

Education

University of Wollongong

Work

Bifrost Labs

Jarrad Bermingham

Feb 25

I built a free alternative to LangSmith — one decorator, local SQLite, zero infrastructure

#python #ai #opensource #devtools

4 min read

Jarrad Bermingham

Feb 12

The Wrapper Trap: Why Most Enterprise AI Projects Fail Before They Start

#ai #enterprise #portfolio #architecture

3 min read

Jarrad Bermingham

Feb 11

I Built a Framework for Multi-Agent MCP Servers in Python — Here's How

#python #ai #mcp #agents

4 min read

Jarrad Bermingham

Feb 10

214 Repos, Zero ML: What Public Signals Reveal About Mid-Market SaaS AI Strategy

#ai #saas #machinelearning #beginners

4 min read

Jarrad Bermingham

Feb 9

I Built a 13-Agent AI System That Reviews Its Own Decisions. Here's the Architecture.

12 min read

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