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Building AI Systems Is Mostly About Engineering Discipline

Building AI Systems Is Mostly About Engineering Discipline

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1 min read
Beyond the `go` Keyword: The Secret Life of Goroutines & The Go Runtime

Beyond the `go` Keyword: The Secret Life of Goroutines & The Go Runtime

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8 min read
Tools Don’t Fix Broken Systems — Design Does

Tools Don’t Fix Broken Systems — Design Does

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2 min read
Non-decision-making AI: governance by structure, not interpretation

Non-decision-making AI: governance by structure, not interpretation

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1 min read
Error is delayed alignment, not failure

Error is delayed alignment, not failure

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1 min read
TCP Doesn’t Know What a Message Is

TCP Doesn’t Know What a Message Is

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4 min read
Why I Chose Go for Backend Engineering (Pros, Cons, and Honest Trade-offs)

Why I Chose Go for Backend Engineering (Pros, Cons, and Honest Trade-offs)

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4 min read
What I learned by experimenting with Crypto Mining & Systems(Monero)

What I learned by experimenting with Crypto Mining & Systems(Monero)

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5 min read
Part 6 — Observability and Evaluation in GenAI Systems

Part 6 — Observability and Evaluation in GenAI Systems

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1 min read
Non-decision-making AI governance with internal audit and stop conditions

Non-decision-making AI governance with internal audit and stop conditions

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1 min read
Part 4 — Retrieval Is the System

Part 4 — Retrieval Is the System

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1 min read
Part 5 — Cost, Latency, and Failure Are the Design

Part 5 — Cost, Latency, and Failure Are the Design

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1 min read
Alpha Arena AI Trading System 2.0: The Optimization Journey from Ideal to Reality

Alpha Arena AI Trading System 2.0: The Optimization Journey from Ideal to Reality

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8 min read
Android Session Tracking — A Senior Engineer’s Perspective: When the OS Promises You Nothing

Android Session Tracking — A Senior Engineer’s Perspective: When the OS Promises You Nothing

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4 min read
AI Trading Arena: Real-time Multi-Model Competition for Optimal Execution

AI Trading Arena: Real-time Multi-Model Competition for Optimal Execution

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6 min read
Why averages lie: p99 latency is what users actually feel

Why averages lie: p99 latency is what users actually feel

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1 min read
Building Reliable Software Systems: Lessons Learned from Engineering Culture in Germany

Building Reliable Software Systems: Lessons Learned from Engineering Culture in Germany

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4 min read
Part 2 — GenAI Is Not Magic: Understanding LLMs Like a Systems Engineer

Part 2 — GenAI Is Not Magic: Understanding LLMs Like a Systems Engineer

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3 min read
Surviving the HL7 Nightmare: Strategies for Decoupling Modern SaaS from Legacy Hospital Systems

Surviving the HL7 Nightmare: Strategies for Decoupling Modern SaaS from Legacy Hospital Systems

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4 min read
Julia High Performance Crash Course

Julia High Performance Crash Course

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292 min read
Designing a cognitive framework for decision clarity (constraints over ideology)

Designing a cognitive framework for decision clarity (constraints over ideology)

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1 min read
Unix signals list (most common to rare)

Unix signals list (most common to rare)

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7 min read
Linux File System Architecture: A Deep Dive into VFS, Inodes, and Storage

Linux File System Architecture: A Deep Dive into VFS, Inodes, and Storage

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7 min read
From instructions to binaries to programs

From instructions to binaries to programs

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3 min read
How Do You Actually Optimize Agents? It Depends on the Task

How Do You Actually Optimize Agents? It Depends on the Task

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3 min read
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