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All Blog Posts
Deep dives into tech, AI, and development

Distributed Systems
7 min
Kafka Consumer Lag Is a Symptom, Not a Problem
Kafka consumer lag is one of the most misunderstood metrics in streaming systems. Teams panic when lag increases, celebrate when it drops to zero, and often miss the real issue entirely. This post explains what lag actually means, when it matters, and how senior teams reason about it in production.</p>

Cloud & DevOps
7 min
Why Your Docker Images Are Quietly Killing Your Cloud Bills (and Latency)
Read the full post for details.

AI
10 min
Making Voice AI Truly Real-Time: Reducing Latency in Production Systems
Read the full post for details.
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AI
10 min
Preserving Context in LLMs: Why Long Conversations Are Harder Than They Look
Read the full post for details.

Distributed Systems
8 min
How Amazon S3 Really Works: Designing Storage for Internet Scale
Amazon S3 looks deceptively simple: put an object, get an object. Behind that simplicity is one of the most sophisticated distributed storage systems ever built.

Backend Engineering
10 min
Service-to-Service Communication in the Cloud: What Can Go Wrong?
Read the full post for details.
Showing 1-6 of 8 posts