AI may be accelerating engineering productivity, but it’s also forcing companies to rethink the future of junior talent and what it actually means to be a software engineer. Here's what our eng leadership team thinks.
AI agents are replacing traditional CI/CD pipelines, but LLMs don't belong in production decision-making. Here's what safe agentic CI/CD actually requires.
Pricing is breaking. Infrastructure costs are unpredictable. And most SaaS leaders think they're safe. Here's why they're wrong.
LLMs reason well, but autonomy requires context. AI autonomy depends on decision history and control loops — not bigger models.
