The Glass Box

Am I still a data engineer if Claude does the work?

I’d say very much yes!

Aug 25 • Sreeram Nudurupati

June 2026

Companionship in Feeling

Finding Catharsis through Music

Jun 6 • Sreeram Nudurupati

May 2026

April 2026

The Ghost Node Pattern

Defending Real-Time Graphs from Data Swamps

Apr 21 • Sreeram Nudurupati

Why Object Storage is Eating the Database World

Three teams. Three problems. Same architecture. That’s not a trend, that’s a pattern.

Apr 13 • Sreeram Nudurupati

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March 2026

98% Less Physical AI Data. Zero loss of operational context.

How I implemented 'delta-keyframe-heartbeat' pattern to Robotics data.

Mar 30 • Sreeram Nudurupati

The ChatGPT Moment of Robotics Has Arrived

Spatial replay tells you what a robot did. Here is how to build the operational context to know why it did it.

Mar 18 • Sreeram Nudurupati

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I Measured My AI Pipeline. The Number Changed Everything.

How real-time instrumentation exposed a 12.8ms result and what it means for enterprise AI context.

Mar 16 • Sreeram Nudurupati

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Context Debt: Why Enterprise RAG is Failing in Production

A thesis for Autonomous Knowledge Fabric

Mar 10 • Sreeram Nudurupati

Weights vs. Maps: The Myth of the ‘Magic’ AI

Why Your Fine-Tuning Failed the Multi-Hop Test (and How to Fix It)

Mar 2 • Sreeram Nudurupati

February 2026

Curing AI Hallucinations

Addressing AI’s Missing Middle via Continued Pre-training

Feb 27 • Sreeram Nudurupati

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