Intelligenic Insights
Explore Intelligenic Insights — a curated collection of articles, podcasts, and thought leadership from our team. Discover expert perspectives on AI, product strategy, engineering, and innovation.
Revamping Sprint Planning with AI-Assisted Estimation
Sprint planning has always walked a fine line between strategy and guesswork. Estimating how much work a team can complete in a sprint often relies on gut feel, optimism, or…
Ethical Leadership in AI-Augmented Engineering: Why Boundaries Matter More Than EverTest
AI is rapidly transforming how software is built. From requirements discovery and code generation to testing, deployment, and monitoring, AI-augmented engineering is redefining the software development lifecycle (SDLC). But as…
Why Vibe Coding Fails in the Enterprise
Over the past year, I’ve said it repeatedly — Vibe Coding is being used incorrectly. Several recent studies have found that corporate implementations of Vibe Coding, especially those lacking proper…
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
Regulatory Compliance as Code: How AI Is Automating GDPR, HIPAA, and SOC 2
In today’s fast-moving software landscape, regulatory compliance can no longer be an afterthought. With increasing pressure to meet standards like GDPR, HIPAA, and SOC 2, engineering teams often find themselves…
Root Cause in Seconds: How AI Is Transforming Debugging Across Distributed Systems
In today’s world of microservices, containers, and cloud-native architectures, software systems are more distributed—and more complex—than ever before. When something breaks, figuring out why can feel like chasing smoke in…
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…
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,…
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…
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…