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Alex Morgan

Data-driven reviews of AI and SaaS tools. Pricing breakdowns, hidden costs, and the tradeoffs vendors don't advertise. Engineer by background, skeptic by nature.

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Claude Code vs Gemini CLI: React Harness Divergence 2026

Claude Code vs Gemini CLI: React Harness Divergence 2026

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6 min read

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AI Engineering Handbook: Which Guides Actually Work in 2026?

AI Engineering Handbook: Which Guides Actually Work in 2026?

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9 min read
OpenTelemetry in AI Agents: Portable Traces, Unstable Schema

OpenTelemetry in AI Agents: Portable Traces, Unstable Schema

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8 min read
Cursor for Django: Agent Power or Budget Trap?

Cursor for Django: Agent Power or Budget Trap?

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5 min read
Cursor for Remix: Plugin, Pricing, and Agent Economics

Cursor for Remix: Plugin, Pricing, and Agent Economics

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6 min read
AI Coding Recipes: Hidden Stack Tax Behind Every $20 Plan

AI Coding Recipes: Hidden Stack Tax Behind Every $20 Plan

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8 min read
AI Coding Templates: Hidden Stack Tax Behind Every $20 Plan

AI Coding Templates: Hidden Stack Tax Behind Every $20 Plan

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7 min read
Claude Code for Go: SDKs, Costs, and Real Tradeoffs

Claude Code for Go: SDKs, Costs, and Real Tradeoffs

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7 min read
Constraint-First Prompting for AI Coding: Halt Bimodal Drift

Constraint-First Prompting for AI Coding: Halt Bimodal Drift

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9 min read
Agent Checkpointing: The Durable Execution Gap

Agent Checkpointing: The Durable Execution Gap

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9 min read
OpenAI Codex for Go: Costs, SDK Gaps, and Real Tradeoffs

OpenAI Codex for Go: Costs, SDK Gaps, and Real Tradeoffs

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8 min read
AI Model Selection Framework: Match Task to Cost in 2026

AI Model Selection Framework: Match Task to Cost in 2026

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7 min read
Prompt CI/CD Explained: Why Traditional Pipelines Fail LLMs

Prompt CI/CD Explained: Why Traditional Pipelines Fail LLMs

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6 min read
Enterprise Prompt Governance: Closing the Exposure Lag

Enterprise Prompt Governance: Closing the Exposure Lag

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6 min read
Build Multi-Tenant SaaS with AI: 2026 Guide

Build Multi-Tenant SaaS with AI: 2026 Guide

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7 min read
Context Retrieval Strategies: Cutting AI Cost at Scale

Context Retrieval Strategies: Cutting AI Cost at Scale

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6 min read
OpenAI Codex for Laravel: Convention Costs & Quota Tradeoffs

OpenAI Codex for Laravel: Convention Costs & Quota Tradeoffs

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9 min read
Smart Cursor Prompts That Avoid the $200 Ultra Tier

Smart Cursor Prompts That Avoid the $200 Ultra Tier

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7 min read
Cursor for Spring Boot: Pricing, Agents & Governance

Cursor for Spring Boot: Pricing, Agents & Governance

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6 min read
Knowledge Graph RAG: When the Graph Earns Its Cost

Knowledge Graph RAG: When the Graph Earns Its Cost

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8 min read
LLM Inference Optimization: Where Real Costs Hide in 2026

LLM Inference Optimization: Where Real Costs Hide in 2026

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8 min read
AI Search Analytics: What Tools Actually Cost and Measure

AI Search Analytics: What Tools Actually Cost and Measure

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10 min read
AI Code Ownership Models: Who Controls What You Ship

AI Code Ownership Models: Who Controls What You Ship

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9 min read
Cursor for Rails: Dual-Pool Pricing Impact on Ruby Teams

Cursor for Rails: Dual-Pool Pricing Impact on Ruby Teams

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11 min read
Gemini CLI for Rails: The Terminal Agent That Got Pulled

Gemini CLI for Rails: The Terminal Agent That Got Pulled

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8 min read
Cursor for Go: Real Cost of AI-Assisted Development in 2026

Cursor for Go: Real Cost of AI-Assisted Development in 2026

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9 min read
Cursor for Flutter: Worth the Switch?

Cursor for Flutter: Worth the Switch?

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7 min read
AI Coding Interview Prep: Costs, Risks, and What Works

AI Coding Interview Prep: Costs, Risks, and What Works

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8 min read
Continuous Batching: The GPU Trick With a Hidden Ceiling

Continuous Batching: The GPU Trick With a Hidden Ceiling

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9 min read
Hybrid Search: Why Fusion Mechanics Decide Everything

Hybrid Search: Why Fusion Mechanics Decide Everything

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8 min read
KV Cache Explained: The Real LLM Cost Bottleneck

KV Cache Explained: The Real LLM Cost Bottleneck

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11 min read
Codex vs Claude Code for Large Projects: The Real Tradeoff

Codex vs Claude Code for Large Projects: The Real Tradeoff

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9 min read
GPU Scheduling for LLMs: Why Cheapest Hourly Rate Loses

GPU Scheduling for LLMs: Why Cheapest Hourly Rate Loses

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9 min read
How to Measure AI Search Visibility

How to Measure AI Search Visibility

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8 min read
Best AI Coding Prompts for OpenAI Codex in 2026

Best AI Coding Prompts for OpenAI Codex in 2026

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8 min read
How Perplexity Finds Sources: Citation Pipeline Explained

How Perplexity Finds Sources: Citation Pipeline Explained

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11 min read
AI Tool Approval Workflow: Why Human Gatekeepers Are Failing

AI Tool Approval Workflow: Why Human Gatekeepers Are Failing

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10 min read
Claude Code for Django: Pricing, Auto Mode, and Config Tax

Claude Code for Django: Pricing, Auto Mode, and Config Tax

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9 min read
SaaS Boilerplate Prompts: What Actually Matters in 2026

SaaS Boilerplate Prompts: What Actually Matters in 2026

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8 min read
Build a CRUD App with AI: Last 30% Is Where You Win or Lose

Build a CRUD App with AI: Last 30% Is Where You Win or Lose

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9 min read
Cursor vs Claude Code for Python: Which Actually Fits?

Cursor vs Claude Code for Python: Which Actually Fits?

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9 min read
Cursor for Expo: Rules, Costs, and the Mobile Agent Gap

Cursor for Expo: Rules, Costs, and the Mobile Agent Gap

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9 min read
Building SaaS Without Engineers

Building SaaS Without Engineers

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9 min read
AI MVP Checklist: What Actually Prevents Launch Failures

AI MVP Checklist: What Actually Prevents Launch Failures

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8 min read
Comprehension Debt: The Hidden Cost of AI Code Generation

Comprehension Debt: The Hidden Cost of AI Code Generation

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7 min read
Agent Task Queues: Infrastructure That Decides If AI Ships

Agent Task Queues: Infrastructure That Decides If AI Ships

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8 min read
How Claude Search Finds Sources

How Claude Search Finds Sources

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10 min read
Claude Code for SvelteKit: Runes, Routing, and Config Tax

Claude Code for SvelteKit: Runes, Routing, and Config Tax

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11 min read
500 AI Coding Prompts: Worth It or a Fading Crutch?

500 AI Coding Prompts: Worth It or a Fading Crutch?

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8 min read
Claude Code vs Gemini CLI for Python: 2026 Reality

Claude Code vs Gemini CLI for Python: 2026 Reality

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7 min read
Tiny AI Teams: What the Shrinking Seat Minimum Means for You

Tiny AI Teams: What the Shrinking Seat Minimum Means for You

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8 min read
How AI Citation Systems Work

How AI Citation Systems Work

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9 min read
AI Load Balancing 101: Why Round-Robin Breaks LLM Inference

AI Load Balancing 101: Why Round-Robin Breaks LLM Inference

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8 min read
AI Documentation Best Practices: Tools, Costs, and Tradeoffs

AI Documentation Best Practices: Tools, Costs, and Tradeoffs

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11 min read
Agent Retry Strategies: The Hidden Tax on Failed Runs

Agent Retry Strategies: The Hidden Tax on Failed Runs

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11 min read
Best AI for C# Dev: Roslyn Integration Decides Everything

Best AI for C# Dev: Roslyn Integration Decides Everything

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9 min read
Database Migration Prompt Templates That Cut Costs

Database Migration Prompt Templates That Cut Costs

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8 min read
Token Analytics Pricing: The Freemium Cliff Problem

Token Analytics Pricing: The Freemium Cliff Problem

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9 min read
How to Write PRDs That AI Coding Agents Understand

How to Write PRDs That AI Coding Agents Understand

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9 min read
AI-Friendly API Docs: Pricing Inversion & Platform Tradeoffs

AI-Friendly API Docs: Pricing Inversion & Platform Tradeoffs

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10 min read
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