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Jarrad Bermingham

AI Systems Architect & Security Researcher. Founder @bifrost-labs. Building and breaking AI at the infrastructure layer. Author of AAISAF.

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

Education

University of Wollongong

Work

Bifrost Labs

Cover image for I Mapped the AI Attack Surface Nobody Else Has: Introducing AAISAF

Jarrad Bermingham

Mar 25

I Mapped the AI Attack Surface Nobody Else Has: Introducing AAISAF

#security #ai #opensource #webdev

3 min read

Cover image for Anthropic Just Showed Us the Biggest Blind Spot in AI Adoption (2M Conversations Analysed)

Jarrad Bermingham

Mar 13

Anthropic Just Showed Us the Biggest Blind Spot in AI Adoption (2M Conversations Analysed)

#ai #machinelearning #productivity #aiops

6 min read

Jarrad Bermingham

Feb 25

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

#python #ai #opensource #devtools

4 min read

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

Jarrad Bermingham

Feb 12

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

#ai #enterprise #portfolio #architecture

3 min read

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

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

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

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

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

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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