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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.

Joined Joined on  Personal website https://saaswithalex.pages.dev/

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Knowledge Graph RAG: When the Graph Earns Its Cost
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Knowledge Graph RAG: When the Graph Earns Its Cost

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8 min read

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LLM Inference Optimization: Where Real Costs Hide in 2026
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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
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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
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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
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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
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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
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Cursor for Go: Real Cost of AI-Assisted Development in 2026

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9 min read
Cursor for Flutter: Worth the Switch?
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Cursor for Flutter: Worth the Switch?

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7 min read
AI Coding Interview Prep: Costs, Risks, and What Works
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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
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Continuous Batching: The GPU Trick With a Hidden Ceiling

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9 min read
Hybrid Search: Why Fusion Mechanics Decide Everything
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Hybrid Search: Why Fusion Mechanics Decide Everything

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8 min read
KV Cache Explained: The Real LLM Cost Bottleneck
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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
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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
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GPU Scheduling for LLMs: Why Cheapest Hourly Rate Loses

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9 min read
How to Measure AI Search Visibility
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How to Measure AI Search Visibility

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

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8 min read
How Perplexity Finds Sources: Citation Pipeline Explained
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How Perplexity Finds Sources: Citation Pipeline Explained

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11 min read
AI Tool Approval Workflow: Why Human Gatekeepers Are Failing
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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
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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
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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
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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?
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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
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Cursor for Expo: Rules, Costs, and the Mobile Agent Gap

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9 min read
Building SaaS Without Engineers
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Building SaaS Without Engineers

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

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8 min read
Comprehension Debt: The Hidden Cost of AI Code Generation
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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
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Agent Task Queues: Infrastructure That Decides If AI Ships

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8 min read
How Claude Search Finds Sources
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How Claude Search Finds Sources

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10 min read
Claude Code for SvelteKit: Runes, Routing, and Config Tax
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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?
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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
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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
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Tiny AI Teams: What the Shrinking Seat Minimum Means for You

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8 min read
How AI Citation Systems Work
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How AI Citation Systems Work

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9 min read
AI Load Balancing 101: Why Round-Robin Breaks LLM Inference
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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
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AI Documentation Best Practices: Tools, Costs, and Tradeoffs

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11 min read
Agent Retry Strategies: The Hidden Tax on Failed Runs
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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
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Best AI for C# Dev: Roslyn Integration Decides Everything

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9 min read
Database Migration Prompt Templates That Cut Costs
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Database Migration Prompt Templates That Cut Costs

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8 min read
Token Analytics Pricing: The Freemium Cliff Problem
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Token Analytics Pricing: The Freemium Cliff Problem

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

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

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10 min read
Reranking Explained: Why Deployment Topology Drives RAG Cost
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Reranking Explained: Why Deployment Topology Drives RAG Cost

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9 min read
Cursor for Rust: What the SQLite Rebuild Tells Us
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Cursor for Rust: What the SQLite Rebuild Tells Us

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8 min read
PRD vs Technical Spec: Which Does Your AI Workflow Need?
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PRD vs Technical Spec: Which Does Your AI Workflow Need?

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8 min read
Cursor for Laravel: The Right Stack or the Wrong Bill?
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Cursor for Laravel: The Right Stack or the Wrong Bill?

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9 min read
Agent Tool Selection Strategies for 2026
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Agent Tool Selection Strategies for 2026

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9 min read
Enterprise AI Readiness Assessment: What Actually Works 2026
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Enterprise AI Readiness Assessment: What Actually Works 2026

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9 min read
Claude Code for Laravel: Config, Costs, and the Token Trap
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Claude Code for Laravel: Config, Costs, and the Token Trap

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10 min read
Claude Code for Rust: Costs, Runtime, and Real Tradeoffs
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Claude Code for Rust: Costs, Runtime, and Real Tradeoffs

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9 min read
Build a SaaS Dashboard w/ AI: Tool Tradeoffs & Cost Analysis
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Build a SaaS Dashboard w/ AI: Tool Tradeoffs & Cost Analysis

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10 min read
Agent Planning Strategies: Where Inference Costs Indeed Live
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Agent Planning Strategies: Where Inference Costs Indeed Live

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9 min read
Knowledge Graphs for AI Search: Pricing, Tradeoffs, Reality
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Knowledge Graphs for AI Search: Pricing, Tradeoffs, Reality

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10 min read
LLM Telemetry Explained: The Span Tax Eating Your AI Budget
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LLM Telemetry Explained: The Span Tax Eating Your AI Budget

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8 min read
Prompt Registries Explained: The Infra Layer Teams Get Wrong
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Prompt Registries Explained: The Infra Layer Teams Get Wrong

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8 min read
Machine-Readable Docs for LLMs: Standards, Costs, Tradeoffs
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Machine-Readable Docs for LLMs: Standards, Costs, Tradeoffs

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11 min read
Agent Versioning: The Hidden Cost Inversion in AI Production
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Agent Versioning: The Hidden Cost Inversion in AI Production

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10 min read
Prompt Observability: Hidden Cost Blowout Nobody Budgets For
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Prompt Observability: Hidden Cost Blowout Nobody Budgets For

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10 min read
Cursor vs Claude Code for Rust: 2026 Workflow Fit
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Cursor vs Claude Code for Rust: 2026 Workflow Fit

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9 min read
Agent Design Pattern:Hidden Cost Inversion Busts Prod Budget
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Agent Design Pattern:Hidden Cost Inversion Busts Prod Budget

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8 min read
Agent Scheduling Explained: Where AI Actually Pays Off
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Agent Scheduling Explained: Where AI Actually Pays Off

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9 min read
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