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

Jarrad Bermingham

Apr 6

The Insider Screamed. The Outsider Whispered. Same Truth, Different Volume.

#security #cybersecurity #devops #webdev

4 min read

Jarrad Bermingham

Mar 25

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

#security #ai #opensource #webdev

3 min read

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

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

DEV Community

Jarrad Bermingham

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The Insider Screamed. The Outsider Whispered. Same Truth, Different Volume.

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

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

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

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

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

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

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