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📰 Dev.to · Anusha Mukka

10 articles · Updated every 3 hours · View all reads

All Articles 132,997 Blog Posts 137,553 Tech Tutorials 34,494 Research Papers 25,940 News 18,844 ⚡ AI Lessons

Data Is the Real Model: Governance, Lineage, and Provenance

Dev.to · Anusha Mukka 4d ago

Data Is the Real Model: Governance, Lineage, and Provenance

Part 3 of "Trust the Machine" -> a series on building AI infrastructure that is secure, compliant,...

Securing AI Agents: Containment Over Trust

Dev.to · Anusha Mukka 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago

Securing AI Agents: Containment Over Trust

Part 2 of "Trust the Machine" — a series on building AI infrastructure that is secure, compliant, and...

You Can't Secure What You Can't See: Shadow AI and the Inventory Problem

Dev.to · Anusha Mukka 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago

You Can't Secure What You Can't See: Shadow AI and the Inventory Problem

Part 1 of "Trust the Machine" -> a series on building AI infrastructure that is secure, compliant,...

"Don't Learn to Code" Is the Worst Career Advice of 2026

Dev.to · Anusha Mukka 1mo ago

"Don't Learn to Code" Is the Worst Career Advice of 2026

Everyone's debating whether coding is dead. I actually do this job.. with AI writing code...

The Illusion of Scale, Part 5: The System That Outlives the Team

Dev.to · Anusha Mukka 🏗️ Systems Design & Architecture ⚡ AI Lesson 1mo ago

The Illusion of Scale, Part 5: The System That Outlives the Team

A few years ago I built an electronic search warrant system for a state law enforcement agency. Paper...

The Illusion of Scale, Part 4: Latency Is a Design Decision, Not a Measurement

Dev.to · Anusha Mukka ⚡ AI Lesson 1mo ago

The Illusion of Scale, Part 4: Latency Is a Design Decision, Not a Measurement

I need to tell you about the time I confidently presented a latency budget to a stakeholder and then...

The Illusion of Scale, Part 3: Access Control Doesn't Scale Linearly

Dev.to · Anusha Mukka 🔐 Cybersecurity ⚡ AI Lesson 2mo ago

The Illusion of Scale, Part 3: Access Control Doesn't Scale Linearly

One day you look up and realize your permissions model is something only two people on the team can...

The Illusion of Scale, Part 2: When Your Data Model Becomes Your Bottleneck

Dev.to · Anusha Mukka 2mo ago

The Illusion of Scale, Part 2: When Your Data Model Becomes Your Bottleneck

I want to talk about the cruelest kind of technical debt. Not the kind where someone wrote bad code,...

The Illusion of Scale, Part 1: When Your "Scalable" System Isn't

Dev.to · Anusha Mukka 🏗️ Systems Design & Architecture ⚡ AI Lesson 2mo ago

The Illusion of Scale, Part 1: When Your "Scalable" System Isn't

Some systems look scalable right up until they meet real production traffic. The tests pass....

When the Cloud is Too Slow: Enter Fog Computing

Dev.to · Anusha Mukka ⚡ AI Lesson 3mo ago

When the Cloud is Too Slow: Enter Fog Computing

You know that feeling when you're waiting for a response from your cloud service, and it feels like...