Blog
What we’re thinking about engineering, AI, and product
Perspectives on engineering, AI, and digital transformation from our team.
Development
Developer Experience in 2026: Why Engineering Teams Are Replacing Velocity Metrics with Flow
Your AI-powered engineering team just shipped 66% more code. Congratulations — and condolences. According to Faros AI’s “Acceleration Whiplash” report…
Read more
Development
Platform Engineering in 2026: Why DevOps Doesn’t Scale — and What Replaces It
DevOps was built for teams of tens. When organizations scaled to hundreds of developers, the “everyone owns everything” model stopped working…
Read more
Artificial Intelligence
AI-Driven Teams in 2026: The Data Behind the 170% Throughput Claim
Every engineering leader in 2026 has heard some version of the claim: AI tools are delivering 170%, 200%, even 400% productivity gains. The numbers are…
Read more
Artificial Intelligence
The AI Productivity Gap: What Enterprise Teams Actually Get in 2026
Here’s an uncomfortable stat to bring to your next planning session: according to Faros AI telemetry published this week, engineering teams with high AI…
Read more
Artificial Intelligence
Agentic Coding in 2026: How AI Tools Are Reshaping the Software Engineering Workflow
Something shifted in software development between 2024 and 2026 that doesn’t show up in the adoption statistics. The headline number — 84% of developers…
Read more
Artificial Intelligence
Human–AI Collaboration: the critical shift companies need to compete in the AI era
The promise of artificial intelligence has never been more visible. Companies are investing heavily in new tools and experimenting with advanced models…
Read more
Artificial Intelligence
The hidden costs of immature AI adoption in Finance
Artificial intelligence is reshaping financial services, yet many institutions are feeling the impact of adopting it before they have the right…
Read more
Insight
Staff Augmentation or Outsourcing: choosing the best delivery model to scale engineering at speed
Mid-market companies face a unique growth curve. They expand faster than their internal structure can support, operate with products that increase in…
Read more
Insight
Money 20/20 2025: The fintech inflection point between hype and execution
Las Vegas hosted more than 11,000 financial industry professionals from 85 countries at Money 20/20 this October. Still, this year’s conference revealed…
Read more