Automate Once, Run Anywhere: The Docker Moment for Security Workflows
ENGINEER · PRODUCT BUILDER
Hi, I’m Nancy.
I love to build
and ship.
I turn user problems into products across AI, security, and open source. Then I share what I learn along the way.
Organisations I've worked and collaborated with
What I Build & Ship
Product, AI, security, and open source.
Product Thinking
User research, roadmaps, and shipping ideas that stick.
All Things AI
LLMs, agents, MCP, RAG, and evals.
Security
Breaking systems to build them better.
Open Source
Women in Cloud Native Founder · GSoC · K8s Release Team
AGENT_FIELD_NOTES.md
AI agents in production
Benchmarks, traces and harness design from building and securing AI agents.
Catching Indirect Prompt Injection in Agent Traces
Agent Tool Selection: The Tool Your Agent Almost Called
Prompt Caching Benchmark: High Cache Reuse Doesn't Always Mean Lower Cost
How to Detect Credential Theft in AI Agent Harness Traces
Products & Tools I've Shipped
From side projects to production systems.
I Talk Tech at Conferences
Sharing ideas on stage, from meetups to global events.
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Automate Once, Run Anywhere: The Docker Moment for Security Workflows
How Green Is My OpenTelemetry Collector?
Savoir Faire: Cloud Native Technical Leadership
Featured & Recognized
Grateful for the opportunity to be featured in these spaces!
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What People Say
From colleagues, mentors, and collaborators.
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Beyond Work
Places, people, art, culture, and the moments I keep coming back to.