How Private Equity Actually Works
Private equity firms don't pick stocks, they become the company for five to eight years. A plain-English walk through LPs, buyouts, the fund lifecycle, and how the fees actually work.
14 articles exploring strategy
Private equity firms don't pick stocks, they become the company for five to eight years. A plain-English walk through LPs, buyouts, the fund lifecycle, and how the fees actually work.
Technical debt isn't unmeasurable, it's unmonetized. A framework that turns velocity tax, incident cost, and hiring drag into one carrying cost a CFO can fund.
A fair price at signing doesn't make a fair contract. Auto-renewal windows, price-lock expiration, data portability, and change-of-control clauses decide what it actually costs.
SaaS spend is contracting, but data ingestion costs rose 30-50% in a year. Fivetran's connector-level repricing, the dbt merger, and the real build-vs-buy math.
AI agents create a second bill: invisible to FinOps, landing on the wrong invoice, and breaking every financial model built for linear AI costs.
Every company says it's AI-first. After 30+ CTO interviews, I can tell you exactly which questions reveal the ones that aren't - and what the real ones say instead.
For 30 years, language choice was driven by developer productivity. AI changes the equation. When machines generate code, verification matters more than velocity.
Most AI planning assumes today's subsidized pricing is permanent. It isn't. Here's what real costs look like, and why companies designing for tomorrow will win.
How to build investor-grade revenue data infrastructure before a Series B raise - the stack, the metrics, the entity resolution problem nobody talks about.
A step-by-step playbook for the first 90 days as CTO or VP Engineering. How to listen, diagnose, align, and deliver quick wins without breaking the org.
The inflection point where you graduate from VP Engineering to full-time CTO. How to know when, why full-time vs fractional matters, and what to expect in the first 90 days.
The 15 AI researchers, builders, and thinkers worth following on X in 2026. Cut through hype with voices from OpenAI, Meta, Stanford, and the venture ecosystem.
AI fundamentally changed the unit economics of software development. Discover how the most successful Series A founders are architecting for this shift to win at better valuations.
After auditing dozens of AI programs, the pattern is identical: companies optimize for technical metrics that boards don't care about. Here's how to fix the framing.