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# reliability

General discussions on building and maintaining reliable software systems.

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Build: A Practical Multi-Agent Reliability Playbook from GitHub's Deep Dive

Build: A Practical Multi-Agent Reliability Playbook from GitHub's Deep Dive

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3 min read
We Have Database Rollbacks. Why Don't We Have State Rollbacks?

We Have Database Rollbacks. Why Don't We Have State Rollbacks?

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2 min read
Why Your API Integration Keeps Breaking

Why Your API Integration Keeps Breaking

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5 min read
SwiftUI Idempotency & Duplicate Prevention (Correctness in Distributed Systems)

SwiftUI Idempotency & Duplicate Prevention (Correctness in Distributed Systems)

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2 min read
Reliability vs Uptime: Why Availability Fails at Scale

Reliability vs Uptime: Why Availability Fails at Scale

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3 min read
A Measurable Snapchat Proxy Validation Mini Lab You Can Run This Week

A Measurable Snapchat Proxy Validation Mini Lab You Can Run This Week

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6 min read
API Error Handling: Patterns That Actually Work

API Error Handling: Patterns That Actually Work

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9 min read
Rotating Residential Proxy Validation Lab for 2026 That You Can Reproduce and Score

Rotating Residential Proxy Validation Lab for 2026 That You Can Reproduce and Score

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7 min read
AI Code Reliability — Taming the Stochastic Parrot in Deterministic Systems

AI Code Reliability — Taming the Stochastic Parrot in Deterministic Systems

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3 min read
Video Stream Failover: Best Practices for Zero-Downtime Broadcasting

Video Stream Failover: Best Practices for Zero-Downtime Broadcasting

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3 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
Why your system can be 100% up and still completely broken

Why your system can be 100% up and still completely broken

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2 min read
I Lost 25% of a Form by Scrolling Up. Nobody Noticed.

I Lost 25% of a Form by Scrolling Up. Nobody Noticed.

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3 min read
Architecture Under Load #2 - Scalability, Performance, and Reliability Don’t Break the Same Way

Architecture Under Load #2 - Scalability, Performance, and Reliability Don’t Break the Same Way

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3 min read
Vibe Coding vs AI-Driven Development: The Contracts Problem (and GS-TDD)

Vibe Coding vs AI-Driven Development: The Contracts Problem (and GS-TDD)

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4 min read
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