Tag
cost-governance
3 articles
Agentic AI in Software Engineering: Productivity Leap or Expensive Trend?
Uber burned its entire 2026 AI budget by April. Microsoft started cancelling Claude Code licenses. Yet productivity gains are real. Is agentic coding a leap or an expensive trend? A cost-benefit verdict.
·6 min read
When AI Spend Becomes Waste: A Cost-Governance Framework for Engineering Leaders
Enterprises will spend $665B on AI in 2026, yet 73% can't prove a return and one firm burned $500M in a month on runaway tokens. Here's a practical framework to stop AI experiments becoming budget leaks.
·8 min read
Open-Source vs Paid AI Tools: Which Is Actually More Cost-Effective in 2026?
Open-source AI isn't free—it just moves the cost from an API invoice to your payroll. Here's the real total cost of ownership, the volume break-even point, and how to decide which is cheaper for your team.
·6 min read