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The Gap Between Smart AI and Useful AI

Jan 27, 2026

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8 min read

The Gap Between Smart AI and Useful AI

Why context—not intelligence—determines whether AI actually helps developers

Akshat Sharma
Akshat Sharma
Why Your Cloud Needs an AI Co-Pilot

Jan 13, 2026

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5 min read

Why Your Cloud Needs an AI Co-Pilot

Turn complex AWS infrastructure into answers you can actually understand

Akshat Sharma
Akshat Sharma
Fixing a Vibe-Coded App with Tetrix

Jan 7, 2026

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5 min read

Fixing a Vibe-Coded App with Tetrix

A real-world story of fixing a vibe-coded app on AWS using Tetrix AI — solving 503 errors, health check failures, and Terraform drift fast.

Akshat Sharma
Akshat Sharma
How Tetrix Helped Us Fix a Tetrix Outage

Dec 16, 2025

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6 min read

How Tetrix Helped Us Fix a Tetrix Outage

A real cloud outage inside Tetrix caused by a memory leak — and how Tetrix itself helped us detect, debug, and fix the failure using incident-informed engineering.

Akshat Sharma
Akshat Sharma
Turn AWS Pain into Insight with Tetrix

Dec 4, 2025

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6 min read

Turn AWS Pain into Insight with Tetrix

Struggling with AWS downtime, errors, and misconfigurations? Learn how Tetrix instantly diagnoses broken cloud setups and turns AWS pain into actionable insight.

Akshat Sharma
Akshat Sharma
Tetrix for Modern Engineering Teams

Nov 27, 2025

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7 min read

Tetrix for Modern Engineering Teams

Tetrix is a system-aware AI platform for modern engineering teams, enabling DevOps, MLOps, and MLSecOps to debug faster, deploy safer, and prevent incidents proactively.

Akshat Sharma
Akshat Sharma

Future of DevEx

Every week we explore how AI is reshaping the way engineers build, collaborate, and deliver software.

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