Generative AI Enhances Product Operations
The future is bright in ProdOps and its just getting brighter through the use of gen AI revolutionizing the process to help us build better products faster
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What New Engineers Need to Know About AI in the SDLC
A guide for recent grads entering an AI-powered engineering landscape. Congratulations—you’re stepping into the world of software development during one of the most transformational times in tech history. Gone are the days when engineers wrote every line of code manually, ran tests late in the cycle, or waited days for feedback. Today, AI is woven…
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Using AI to Understand and Navigate Complex Codebases
How AI is Reducing Onboarding Time and Unlocking Legacy Systems Every engineering team eventually runs into the same problem: “What does this code actually do?” Whether you’re onboarding new developers, inheriting a legacy codebase, or integrating with a monolith built years ago, understanding a complex system can feel like archaeology with no map. Documentation is…
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How AI Will Reshape the Agile Manifesto
Artificial intelligence is transforming Agile software development. As AI becomes a proactive partner in the SDLC, teams must rethink core Agile values—from collaboration and working software to responsiveness and planning. This article explores how human-AI synergy is reshaping roles, rituals, and metrics, and what a future Agile Manifesto might look like in an AI-augmented world.
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Building Ethical Guardrails into Your AI-Augmented SDLC
Why Responsible AI Needs to Be a First-Class Citizen in Your Development Lifecycle As artificial intelligence continues to revolutionize software development—from code generation to predictive testing and deployment automation—it’s easy to be swept away by the promise of speed, scale, and efficiency. But with this power comes a sobering truth: AI is only as responsible…
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Using AI to Drive OKR Alignment in Software Development Projects
In today’s software landscape, staying aligned on strategic goals is tougher than ever. Product and engineering teams move fast, operate in sprints, and juggle multiple priorities. It’s no surprise that Objectives and Key Results (OKRs) often fall out of sync with the actual work being done. The good news? AI is changing that. The Challenge:…
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Software Development as Usual or Vibe Coding
Vibe Coding: A Powerful Tool, Not a Silver Bullet Vibe coding is everywhere right now. Some are hailing it as the future of software development, the answer to skyrocketing dev costs, and the cure for slow-moving projects. The reality? It can accelerate development, but only if it’s used wisely. Treat it as a savior, and…
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Great User Experience With Applied AI Solutions
To unlock the full potential of AI, it’s essential to rethink how new interaction designs are integrated into user experiences
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Building an AI-Native Developer Culture. What team culture looks like in an AI-first software org.
An AI-native developer culture integrates AI into every aspect of software development, moving beyond treating AI tools as optional additions.
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How AI Is Changing the Role of the Software Engineer
From Coder to AI-Augmented Problem Solver The job of a software engineer is being redefined—not by job loss, but by job evolution. As artificial intelligence becomes more deeply embedded in the software development lifecycle (SDLC), the traditional role of the developer is transforming. Engineers are no longer just writing code—they’re partnering with intelligent systems to…