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Quality Gates for AI-Generated Code: CI/CD Setup
AI-generated pull requests contain 1.7x more issues than human-written code — but standard CI/CD pipelines weren't built to catch them.…
Author: Frank
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Usage-Based Billing for AI SaaS with Stripe Meters
Stripe's legacy metered billing API was removed in version 2025-03-31.basil, making most existing tutorials broken. This guide walks through the…
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How to Build an LLM Router That Cuts Your API Bill in Half
Most teams send every LLM request to the same premium model — and overpay for it. This hands-on guide walks…
5 min read
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LLM-as-a-Judge CI/CD Pipeline: Block Bad AI Code
AI-generated code already makes up over a quarter of production code — and it ships with 1.7× more issues than…
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AI Agent Context Engineering: 8 Codebase Patterns
66% of developers say their biggest frustration with AI coding tools is output that's 'almost right, but not quite' —…
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7 AI-Generated Code Security Vulnerabilities & Fixes
AI coding assistants ship code fast — but CodeRabbit's analysis of 470 real pull requests shows they introduce XSS at…
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Parallel AI Coding Agents: The Git Worktrees Workflow Guide
Running two AI coding agents on the same branch doesn't just cause merge conflicts — it corrupts your working directory…
12 min read
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REST API to MCP Server Migration: Ship This Weekend
Your REST API is invisible to AI agents — they need named tools with structured schemas, not URLs and HTTP…
10 min read
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AI Coding Agent Cost Optimization: The $47K Lesson
A LangChain-based research pipeline ran a recursive agent loop for 11 days undetected, racking up $47,000 in API costs. The…
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Multi-Agent AI Coding Workflow: Git Worktrees That Scale
Running multiple AI coding agents in parallel sounds like a productivity multiplier — until they silently overwrite each other's work.…