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Evaluating AI Agents: Tracing, Tool Calls, and Multi-Step Reliability

Evaluating AI Agents: Tracing, Tool Calls, and Multi-Step Reliability

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3 min read
The Technical Debt We Paid Back First

The Technical Debt We Paid Back First

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1 min read
Why Most AI Writing Tools Quietly Fail

Why Most AI Writing Tools Quietly Fail

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4 min read
Spec2PR: The Design-First Pipeline

Spec2PR: The Design-First Pipeline

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4 min read
Why AI Infrastructure Code Fails After 6 Months - Even When The Demo Worked

Why AI Infrastructure Code Fails After 6 Months - Even When The Demo Worked

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3 min read
What I Learned From Reading 50 Data Pipeline Postmortems

What I Learned From Reading 50 Data Pipeline Postmortems

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7 min read
Why AI-Generated Products Still Need Real Engineering

Why AI-Generated Products Still Need Real Engineering

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1 min read
Drawing the Blueprint: Flowchart, Functional Diagram, and Sequence Diagram

Drawing the Blueprint: Flowchart, Functional Diagram, and Sequence Diagram

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14 min read
Two majors, one README, one demo: two cheap design reviews

Two majors, one README, one demo: two cheap design reviews

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5 min read
Three majors, two mistakes: designing a pause API for a Turing-machine interpreter

Three majors, two mistakes: designing a pause API for a Turing-machine interpreter

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8 min read
Why AI Makes Readability More Important, Not Less

Why AI Makes Readability More Important, Not Less

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4 min read
What Happens To Your Architecture When Clients Expect 24/7 AI Availability

What Happens To Your Architecture When Clients Expect 24/7 AI Availability

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3 min read
Healthy Pods, Broken Transactions: What Kubernetes Doesn’t Catch in Banking Systems

Healthy Pods, Broken Transactions: What Kubernetes Doesn’t Catch in Banking Systems

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3 min read
A Programmer’s Inferno — Circle Five:The Psychology of Distraction

A Programmer’s Inferno — Circle Five:The Psychology of Distraction

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1 min read
ML System Development and Redundancy: Stop Rebuilding the Wheel

ML System Development and Redundancy: Stop Rebuilding the Wheel

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5 min read
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