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Research
Writing
Writing
- All Posts
- Intelligence Inside the Loop, Not Beside It
- What We Learned Pointing Nexus at a Real Site
- Building Agents That Act: What the Demo Does Not Show
- Evaluating Systems That Act in the Real World
- Why Dashboards Stopped Being Enough
- How Operational Knowledge Decays
- Judgment and Recall: Dividing the Work Between People and AI
- The Gap Between Advising and Acting
- Forge: Turning Engineering Intent Into Working Systems
- AI for PLC Troubleshooting: What Works on a Live Floor
- Generating PLC Documentation with AI, Graded by Controls Engineers
- Can AI Read PLC Code? An Honest Assessment
Case Studies
- All Case Studies
- First Pass Yield Up 6.76 Points After Jams Stopped Being Found on Foot
- A Merge Releasing in Slugs: Eliminating the Code Before Touching the Line
- Two Stacked Root Causes Behind a Five-Hour Palletizer Stop
- Reproducing a Cloud Starvation Metric From 18 Controller Tags
- Scoping a Ghost Fault Down From a Conveyor to One Zone
- Decommissioned in the Host, Still Running on the Floor
- OEE Was Counting Four Lanes That Were Switched Off
- Four Faults on the Screen, One in the Controller
- A Cross-Controller Feed Permit: 8 Minutes by Hand, 20 Seconds Traced
- Reading an OEE State Machine Out of a Vendor Instruction Body