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Monthly Archives: December 2025

AI Is Forcing Architects To Redefine How We Validate Software

AI exposes bottlenecks in manual review, vague requirements and outdated validation models.
This article explains how spec-driven development, architectural truth models and agentic CI/CD pipelines reshape delivery for the AI era.

Agentic AI AI in Engineering Architecture Software Architecture Specification-Led Engineering Technology Leadership
Agentic AI Agentic AI automation AI architecture AI first delivery AI in software development AI strategy AI-assisted Development AI-First Architectural Principles Architecture guardrails architecture-led development CI/CD Pipeline DevOps engineering transformation Leadership Software Architecture Solution Architecture

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Tags

.NET Agentic AI AI-assisted Development AI architecture AI first delivery AI in software development AI strategy Apache Kafka Architecture architecture-led development AWS AWS integration AWS SQS c# Career Cloud Architecture Cloud Computing cluster management data-driven applications data encryption data processing Design Digital Transformation engineering transformation Event-Driven Architecture Event-Driven Architecture Best Practices Events high throughput Leadership low latency Message Queuing Microservice Microservices PowerShell pub/sub model RabbitMQ real-time data processing Services Skills Software Architecture Solution Architecture Strategic Decision Making stream processing System Scalability Web API

Top Posts & Pages

  • AI Is Forcing Architects To Redefine How We Validate Software
  • Part 3 - Inside an AI-First Pod: How Four People Out-Deliver a Team of Twelve
  • Part 2 - The AI-First Delivery Model: Why Your Agile Team Can’t Just Add AI and Hope
  • Part 1 - Agentic AI: Changing Development, but Only if You Learn How To Communicate With It
  • Blog Archive by Topic (with Sub‑categories)
  • From Zero to Exit-Ready Architect
  • Avoid Common Pitfalls: Expert Tips for Effective Event-Driven Architecture
  • Why R&D Architect Roles Are Essential and Deserve Clear Titles
  • Reflections on Leadership: Are You a Leader or a Caretaker?
  • Journey into Software Architecture: A Practical Guide for New Architects

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