Archive - Strategize Your Career

1000 PRs Won't Prove You're Promotion Ready

The artifact pipeline for turning designs, reviews, launches, and incidents into evidence your manager can defend.

Jul 19 • Fran Soto

AI setup for software engineers: My 5-part system

Project context, reusable skills, isolated workspaces, and evidence loops: the system I use to orchestrate coding agents.

Jul 12 • Fran Soto

What Is an AI Native Software Engineer?

Buying Cursor does not make you AI-native. The real skill is defining the context, tools, loops, and evidence that make agents reliable.

Jul 5 • Fran Soto

June 2026

Stop using AI as a chat box

Use AI for investigation, review, and QA reports, while keeping architecture, product risk, and ownership with the human.

Jun 28 • Fran Soto

This is for engineers falling behind on AI

Most teams do not need frontier AI. They need one safe workflow other engineers can copy.

Jun 21 • Fran Soto

Loop Engineering: Designing Systems That Prompt

Get the free AI Agent Building Blocks ebook when you subscribe:

Jun 15 • Fran Soto

You’re Not Behind. This is Your Problem

A batter way to reset your software engineering career without starting over or chasing every new title.

Jun 8 • Fran Soto

May 2026

Read this before your org gets cut

Layoffs do not always mean you failed. They often reveal whether your work is visible, funded, and portable.

May 31 • Fran Soto

The Smallest Reliable Working Set

Bigger context windows won’t fix bad workflows. The real skill is deciding what an agent should load, forget, and persist.

May 24 • Fran Soto

The token leaderboard trap

AI made coding faster, but not always shipping. Here is how to measure productivity without confusing token burn with value

May 17 • Fran Soto

Why Open Source Maintainers Are Done With AI Slop

AI made PRs, issues, and security reports cheap. Maintainer trust, review time, and ownership stayed expensive.

May 10 • Fran Soto

I turned my calendar into an AI-powered time tracking system

I use an AI calendar agent to close blocks, tag work and life, and show the gap between my ideal week and reality

May 6 • Fran Soto

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