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I ship side projects with SaaS and AI dev tools, then write up what actually held: honest comparisons, pricing math, and the failure modes the docs skip.

The Boring Stack Manifesto: Why Your Startup Probably Doesn't Need Kubernetes

The Boring Stack Manifesto: Why Your Startup Probably Doesn't Need Kubernetes

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6 min read

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Reserve KV Cache for the Output You Promised, Not Just the Prompt You Received

Reserve KV Cache for the Output You Promised, Not Just the Prompt You Received

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7 min read
How to Grade Search Relevance Before You Touch the Ranking Weights

How to Grade Search Relevance Before You Touch the Ranking Weights

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6 min read
Stop Guessing Your Webhook Dedup TTL: Derive It From the Delivery Contract

Stop Guessing Your Webhook Dedup TTL: Derive It From the Delivery Contract

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6 min read
How Long Should You Keep Idempotency Keys? A TTL Strategy for Webhook Dedup

How Long Should You Keep Idempotency Keys? A TTL Strategy for Webhook Dedup

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7 min read
How to Test Search Relevance Before You Ship a Ranking Change

How to Test Search Relevance Before You Ship a Ranking Change

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6 min read
Admission Control for Self-Hosted LLMs: Rejecting Requests Before the KV Cache OOMs You

Admission Control for Self-Hosted LLMs: Rejecting Requests Before the KV Cache OOMs You

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6 min read
Monorepo or Polyrepo for a Three-Person Startup? A Decision Framework

Monorepo or Polyrepo for a Three-Person Startup? A Decision Framework

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7 min read
An AI-Assisted Code Review Pipeline That Catches What Humans Skim Past

An AI-Assisted Code Review Pipeline That Catches What Humans Skim Past

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6 min read
ChatGPT Free vs Go vs Plus vs Pro: Which Tier Should a Coding Beginner Actually Pay For?

ChatGPT Free vs Go vs Plus vs Pro: Which Tier Should a Coding Beginner Actually Pay For?

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7 min read
The Solo Developer's 2026 Stack: What's Worth Paying For and What to Self-Host

The Solo Developer's 2026 Stack: What's Worth Paying For and What to Self-Host

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

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

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7 min read
Self-Hosting Your First LLM: What the Tutorials Skip About GPU Memory

Self-Hosting Your First LLM: What the Tutorials Skip About GPU Memory

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5 min read
Instrument a Node.js App with OpenTelemetry in an Afternoon

Instrument a Node.js App with OpenTelemetry in an Afternoon

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6 min read
Your Serverless Cron Job Failed Silently at 3AM: Making Event-Driven Jobs Reliable

Your Serverless Cron Job Failed Silently at 3AM: Making Event-Driven Jobs Reliable

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6 min read
Build an Internal Admin Dashboard in a Day with a No-Code Tool (and When Not To)

Build an Internal Admin Dashboard in a Day with a No-Code Tool (and When Not To)

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6 min read
Add Full-Text Search to Your App Before Reaching for Elasticsearch

Add Full-Text Search to Your App Before Reaching for Elasticsearch

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6 min read
From Cron Jobs to Event-Driven: Migrating Scheduled Tasks to Serverless Functions

From Cron Jobs to Event-Driven: Migrating Scheduled Tasks to Serverless Functions

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6 min read
Automate Your Code Reviews with an LLM Without Annoying Your Team

Automate Your Code Reviews with an LLM Without Annoying Your Team

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6 min read
Vercel Pros and Cons: When It's the Right Host, and When You'll Regret It

Vercel Pros and Cons: When It's the Right Host, and When You'll Regret It

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5 min read
Netlify Pros and Cons: When It's the Right Host, and When You'll Outgrow It

Netlify Pros and Cons: When It's the Right Host, and When You'll Outgrow It

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6 min read
Cloudflare for Developers: What It's Great At, Where It Bites, and How to Actually Use It

Cloudflare for Developers: What It's Great At, Where It Bites, and How to Actually Use It

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6 min read
Ship a Production RAG Chatbot in a Weekend with Claude, pgvector, and FastAPI

Ship a Production RAG Chatbot in a Weekend with Claude, pgvector, and FastAPI

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6 min read
Railway vs Render vs Fly.io: Deploying a Hobby App Without a DevOps Team

Railway vs Render vs Fly.io: Deploying a Hobby App Without a DevOps Team

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6 min read
GitHub Actions vs CircleCI vs Buildkite: The Real Cost of "Free" CI Minutes

GitHub Actions vs CircleCI vs Buildkite: The Real Cost of "Free" CI Minutes

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6 min read
Postman vs Bruno vs Hoppscotch: Does Your API Client Really Need a Cloud Account?

Postman vs Bruno vs Hoppscotch: Does Your API Client Really Need a Cloud Account?

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6 min read
Sentry Alternatives: When Error Tracking Bills Grow Faster Than Your User Base

Sentry Alternatives: When Error Tracking Bills Grow Faster Than Your User Base

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6 min read
Notion vs Obsidian for Engineering Docs: What Breaks at Team Scale

Notion vs Obsidian for Engineering Docs: What Breaks at Team Scale

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6 min read
Zapier vs Make vs n8n: When Paying Per Task Stops Making Sense

Zapier vs Make vs n8n: When Paying Per Task Stops Making Sense

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6 min read
Vercel vs Netlify vs Cloudflare Pages: Where Your Side Project Should Actually Live

Vercel vs Netlify vs Cloudflare Pages: Where Your Side Project Should Actually Live

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6 min read
Should You Migrate Off pgvector? Run This Shadow-Mode Benchmark First

Should You Migrate Off pgvector? Run This Shadow-Mode Benchmark First

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6 min read
Supabase vs Firebase in 2026: The Migration Questions Nobody Answers

Supabase vs Firebase in 2026: The Migration Questions Nobody Answers

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5 min read
Cursor vs GitHub Copilot vs Windsurf: Which AI Editor Fits How You Actually Work?

Cursor vs GitHub Copilot vs Windsurf: Which AI Editor Fits How You Actually Work?

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5 min read
pgvector vs Pinecone vs Qdrant: When Is a Dedicated Vector Database Actually Worth It?

pgvector vs Pinecone vs Qdrant: When Is a Dedicated Vector Database Actually Worth It?

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5 min read
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