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Abigail Wall on Muck Rack

Abigail Wall

As seen in: Cell Reports, InfoWorld, Cell Press, The New Stack, DevOps.com, Smart Customer Service, Long Beach Current, DIG MAG
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Articles

Lessons from 2025: The Year “Agent Mitigation” Became a Thing  - DevOps.com

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By Abigail Wall
| DevOps.com
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Serverless Cloud Architecture Is Failing Modern AI Agents

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By Abigail Wall
| The New Stack Verified
For nearly a decade, cloud architecture has been shaped by a simple rule: Keep everything stateless. AWS Lambda and other serverless platforms encouraged teams to carve workloads into tiny, short-lived functions with no persistent state and minimal local resources. This model scaled well, was cost-efficient and became the backbone of modern microservices. By 2025, AI agents were pushed directly into production across sectors such as finance, healthcare, energy, e-commerce and software development.
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How to Measure Sandbox Performance for AI-Driven Development

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By Abigail Wall
| The New Stack Verified
Sandboxed environments are now core infrastructure for agentic and AI-assisted development. They create short-lived, fully provisioned replicas of production systems — complete with policies, permissions, and data boundaries — so developers and agents can experiment, test, or deploy safely. The value isn’t just avoiding configuration drift; it’s enabling reproducibility, isolation, and security at scale. Most teams, however, judge sandbox performance by a single metric: Startup time.
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