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Engineering Blog
Industry
How Outcome-Driven Agents Work
You describe the result you want. The agent handles the rest.
Aug 28, 2026
Trust and Innovation
We're always delivering new outcomes for customers at a high velocity thanks to our AI-first development. Despite our speed, we never sacrifice security. While agentic AI has changed what's possible, data science and machine learning has always been part of our heritage.
How Outcome-Driven Agents Work
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How Outcome-Driven Agents Work
Engineering Blog
Engineering Culture
Measuring AI Adoption: How We Know Our Engineers Are AI-Native
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Measuring AI Adoption: How We Know Our Engineers Are AI-Native
Engineering Blog
Engineering Culture
Continuous Release: From Two-Week Sprints to Continuous Deployment
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Continuous Release: From Two-Week Sprints to Continuous Deployment
Engineering Blog
Platform Engineering
Agent Operating Procedures: Why Every Workflow Needs a Decision Trace
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Agent Operating Procedures: Why Every Workflow Needs a Decision Trace
Engineering Blog
Platform Engineering
Sophie: The Five-Agent Pipeline That Builds Workflows from Natural Language
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Sophie: The Five-Agent Pipeline That Builds Workflows from Natural Language
Engineering Blog
Physical World AI
Vision Augmented YardAI: Replacing RFID with Cameras and ML
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Vision Augmented YardAI: Replacing RFID with Cameras and ML
Engineering Blog
Physical World AI
Computer Vision at the Gate: How AutoGate AI Eliminates Manual Check-In
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Computer Vision at the Gate: How AutoGate AI Eliminates Manual Check-In
Engineering Blog
Agent Architecture
Document AI at Scale: How Sam Classifies, Extracts, and Acts on 20+ Document Types
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Document AI at Scale: How Sam Classifies, Extracts, and Acts on 20+ Document Types
Engineering Blog
Agent Architecture
Agents That Coordinate: How Tracy, Alan, and Cassie Handle an Ocean Delay in 4 Minutes
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Agents That Coordinate: How Tracy, Alan, and Cassie Handle an Ocean Delay in 4 Minutes
Engineering Blog
Proprietary Intelligence
Carrier-Lane Reliability Scoring: Gaming-Resistant Intelligence at Network Scale
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Carrier-Lane Reliability Scoring: Gaming-Resistant Intelligence at Network Scale
Engineering Blog
How We Predict Transit Times: Proprietary ML on 10+ Years of Network Data
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How We Predict Transit Times: Proprietary ML on 10+ Years of Network Data
Engineering Blog
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