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Why Your Webhook Retries Keep Creating Duplicates (and the Design That Actually Fixes It)
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Why Your Webhook Retries Keep Creating Duplicates (and the Design That Actually Fixes It)

#api #backend #architecture #node
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7 min read
An AI-Assisted Code Review Pipeline That Catches What Humans Skim Past
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An AI-Assisted Code Review Pipeline That Catches What Humans Skim Past

#ai #devops #testing #github
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6 min read
Monorepo or Polyrepo for a Three-Person Startup? A Decision Framework
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Monorepo or Polyrepo for a Three-Person Startup? A Decision Framework

#architecture #devops #cicd #startup
Comments 1
7 min read
Admission Control for Self-Hosted LLMs: Rejecting Requests Before the KV Cache OOMs You
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Admission Control for Self-Hosted LLMs: Rejecting Requests Before the KV Cache OOMs You

#llm #ai #performance #backend
Comments 3
6 min read
How to Test Search Relevance Before You Ship a Ranking Change
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How to Test Search Relevance Before You Ship a Ranking Change

#postgres #database #testing #sql
Comments 3
6 min read
How Long Should You Keep Idempotency Keys? A TTL Strategy for Webhook Dedup
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How Long Should You Keep Idempotency Keys? A TTL Strategy for Webhook Dedup

#backend #api #postgres #architecture
Comments 7
7 min read
Stop Guessing Your Webhook Dedup TTL: Derive It From the Delivery Contract
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Stop Guessing Your Webhook Dedup TTL: Derive It From the Delivery Contract

#api #backend #database #architecture
Comments 1
6 min read
How to Grade Search Relevance Before You Touch the Ranking Weights
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How to Grade Search Relevance Before You Touch the Ranking Weights

#postgres #database #sql #testing
Comments 1
6 min read
Reserve KV Cache for the Output You Promised, Not Just the Prompt You Received
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Reserve KV Cache for the Output You Promised, Not Just the Prompt You Received

#llm #devops #python #performance
Comments 1
7 min read
The Boring Stack Manifesto: Why Your Startup Probably Doesn't Need Kubernetes
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The Boring Stack Manifesto: Why Your Startup Probably Doesn't Need Kubernetes

#kubernetes #devops #architecture #startup
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Comments 6
6 min read
A Zero-Meeting Deployment Workflow: Trunk-Based Development and Feature Flags
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A Zero-Meeting Deployment Workflow: Trunk-Based Development and Feature Flags

#devops #cicd #automation #testing
Comments 1
7 min read
The Architecture Diagram in Your Wiki Is Lying: How to Generate One From the Code Instead
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The Architecture Diagram in Your Wiki Is Lying: How to Generate One From the Code Instead

#architecture #tooling #softwareengineering #productivity
Comments 1
6 min read
Why Your Postgres Migration Locked the Whole Table (and the Pattern That Doesn't)
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Why Your Postgres Migration Locked the Whole Table (and the Pattern That Doesn't)

#postgres #database #devops #sql
Comments 2
7 min read
Why Your Docker Build Takes 11 Minutes in CI When It Takes 20 Seconds Locally
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Why Your Docker Build Takes 11 Minutes in CI When It Takes 20 Seconds Locally

#docker #cicd #devops #github
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6 min read
Your Postgres Backups Are Untested Until You Restore One: A Drill for Small Teams
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Your Postgres Backups Are Untested Until You Restore One: A Drill for Small Teams

#postgres #database #devops #backend
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7 min read
Your Postgres Migration Runner Needs a Retry Contract, Not Just a Lock Timeout
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Your Postgres Migration Runner Needs a Retry Contract, Not Just a Lock Timeout

#postgres #database #devops #cicd
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7 min read
Your Secrets Manager Ends at process.env: Where Secrets Actually Leak at Runtime
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Your Secrets Manager Ends at process.env: Where Secrets Actually Leak at Runtime

#security #devops #node #backend
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7 min read
Before You Set plan_cache_mode, Write the Regression Test That Proves It Worked
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Before You Set plan_cache_mode, Write the Regression Test That Proves It Worked

#postgres #database #testing #performance
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8 min read
Why Your p99 Looks Fine While Users Complain: Averaged Percentiles and Histogram Buckets
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Why Your p99 Looks Fine While Users Complain: Averaged Percentiles and Histogram Buckets

#performance #devops #architecture #softwareengineering
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6 min read