A build vs buy framework is a short, repeatable test for deciding whether to build a capability in-house or rent it from a vendor. Mine runs on five numbers. If your team cannot put those numbers on the table, you are not ready to make the call yet. A few years back I sat in … Read more
Engineering career progression runs through three stages, Builder, Leader, and Advisor, and your authority compounds across them instead of replacing them. You earn the right to lead by building first, and the right to advise by staying close enough to the build that nobody can sell you a story you can’t check. A senior engineer … Read more
Hiring an engineering manager in 2026 means deciding which tier you actually need (first-line, second-line, or director), then testing for management judgment that barely shows up on a resume, with most well-scoped searches closing in six to ten weeks. Get the tier right and the search is ordinary. Get it wrong and you pay director … Read more
The AI product manager career path runs from associate PM to AI PM, then senior, staff or principal, and on to director, usually across eight to twelve years. The jump into AI rarely turns on how long you have carried the title. It turns on whether you can read a model evaluation and decide if … Read more
Pricing the rest of the product ladder? The rungs below this seat live in our group product manager salary guide and senior product manager salary guide. The seat above it is the chief product officer salary guide for 2026. VP Product Salary Guide 2026 By Robert Ardell A vice president of product in the United … Read more
The best engineering leaders stay technical. The myth that good leaders eventually outgrow the code is one of the most expensive ideas in tech, and here is why.
A group product manager is two jobs wearing one title. The offer letter almost always pays for one of them. Group product managers in the United States earn $190,000 to $285,000 base in 2026, with total compensation reaching $310,000 to $560,000 once bonus and equity stack on top at public technology employers. At Google and … Read more
Engineering leadership in regulated industries differs from generic SaaS far more in stakes than in stack. The languages are the same. The cloud is the same. What changes is what a wrong decision costs you. In fintech, mortgage technology, and healthcare, a bad release does not get quietly rolled back before lunch. It becomes an … Read more
Engineering operational discipline is the unglamorous, repeatable practice of writing down priorities, holding a steady operating rhythm, and naming who owns each decision, so good engineers can ship without waiting for permission. It is not bureaucracy. Bureaucracy adds steps to protect the process. Discipline removes ambiguity to protect the speed. Leaders confuse the two constantly, … Read more
To hire a CFO in 2026, first confirm you actually need a full-time one, then set the comp band by company stage, run a focused 6 to 12-week search, and interview hard for the parts of the job that break. Expect $150K to $300K base at a small company and $300K to $450K-plus at mid-market … Read more
