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Bug fixing as System Stabilization Engineering

Bug fixing as System Stabilization Engineering

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12 min read
The second customer tells you what you actually built

The second customer tells you what you actually built

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7 min read
You're not done when it works. You're done when they can change it.

You're not done when it works. You're done when they can change it.

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7 min read
Polymarket Trading Bot: Building a Polymarket TWAP End-Cycle Sniper - Why Simpler Risk Logic Worked Better

Polymarket Trading Bot: Building a Polymarket TWAP End-Cycle Sniper - Why Simpler Risk Logic Worked Better

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5 min read
RepoDNA From v1.0.0 to v1.2.0: How the Project Evolved in Four Releases

RepoDNA From v1.0.0 to v1.2.0: How the Project Evolved in Four Releases

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4 min read
How do you stop an LLM from leaking API keys in the code it writes? Default to secret

How do you stop an LLM from leaking API keys in the code it writes? Default to secret

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8 min read
Your Worker Crashed After the Side Effect. Should It Run Again?

Your Worker Crashed After the Side Effect. Should It Run Again?

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3 min read
The failures that don't throw

The failures that don't throw

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7 min read
Feature Flags for AI: The Deployment Pattern That Saved Us From 3 Production Disasters

Feature Flags for AI: The Deployment Pattern That Saved Us From 3 Production Disasters

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11 min read
I Thought Email Verification Was Just Sending an OTP. Building It Changed My Mind.

I Thought Email Verification Was Just Sending an OTP. Building It Changed My Mind.

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4 min read
Stack vs Heap Memory: What Actually Happens When You Create a Variable?

Stack vs Heap Memory: What Actually Happens When You Create a Variable?

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4 min read
The Agentic Product Mindset: Rethinking the SDLC for AI Agents

The Agentic Product Mindset: Rethinking the SDLC for AI Agents

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2 min read
Most 'AI Agents' Are Just If-Statements in a Trench Coat

Production reality checks over demos

Most 'AI Agents' Are Just If-Statements in a Trench Coat

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Picked as gem Comments 139
7 min read
I Stopped Memorizing System Design Answers. Here’s What Actually Got Me Through Interviews in 2026

I Stopped Memorizing System Design Answers. Here’s What Actually Got Me Through Interviews in 2026

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19 min read
Value of a junior engineer?

Value of a junior engineer?

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1 min read
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