Link Dump #260

Friday again! You know the drill: coffee, reading, joy 😄

1. Software Architecture
   1. Good Saga Design Starts with the Order of the Steps
      Misordering saga steps converts routine business declines into expensive customer refunds and double-event bugs. This practical article tells you how to build resilient distributed transactions.
   2. Is it time to modify boundaries of your bounded contexts? #PickOfTheWeek
      Your bounded contexts aren't set in stone. As your system evolves, their boundaries may stop serving you well. Discover six symptoms that indicate it's time to revisit them - and learn why not every symptom means you should make a change.
      
2. Software Development 
   1. The Automation Confidence Gap: When Should AI Be Allowed to Change Production? #PickOfTheWeek 
      The author addresses the growing tension between AI agent diagnostic capability and production execution safety. While LLM-driven agents can easily parse logs and propose infrastructure runbooks, letting them execute changes in production requires a dynamic, evidence-based governance framework that bridges the "automation confidence gap."
      
3. Testing 
   1. How Dependency Mocking Affects CI/CD Pipeline Reliability
      Learn how to tackle a critical blind spot in modern continuous integration: the hidden gap between operational pipeline reliability (completion rates, speed, low flake rates) and informational pipeline reliability (how accurately a green build predicts production success).  
   2. LLMs are making formal software verification feasible at a much larger scale #PickOfTheWeek 
      Eliminating entire classes of software vulnerabilities requires moving from heuristic testing to formal mathematical proof. This practical deep dive into Anthropic and Theorem's verification framework examines how LLMs scale formal methods. 
      
4. Leadership
   1. A New Leader Emerges
      When a team faces a complex, unorganized task, formal authority matters far less than cognitive clarity. In this article, learn how capacity for complexity and framing execution capability naturally shift group authority in real time.
   2. Confidence Isn’t Competence
      The colleague who declares "I know exactly what to do" gets promoted, while the expert asking "What are we missing?" gets ignored. Discover diagnostic questions to see past superficial charm and elevate quiet, high-impact execution.