Engineering judgment meets
the power of AI.
Quality processes and tools that hold up when agents write, verify, and review the code.
- Built by
- working engineers
- Applies to
- all software, regulated included
- Stance
- AI accelerating quality software development
Bringing together engineering judgment and AI acceleration to enhance software quality.
The evolving role of engineers
Engineers are transitioning from authors to architects.
Generated code is a starting point
Modified review practices ensure the system stays maintainable long after development is complete.
Quality that survives an audit
Processes for integrating emerging technologies into regulated environments while still maintaining compliance.
The cross section of experience, innovation, and emerging technologies.
Experience informs our approach to integrating AI effectively. The result is engineering knowledge combined with the effective use of AI to develop quality software.
- AI in the loop where it makes sense
- Context aware integration of emerging technologies
- Quality processes that ensure compliance and maintainability
What we are reading.
A daily, curated feed on software quality, tooling, and AI in practice. Refreshed once a day.
- qualityYour AI Agent Read a Document. Then Took Orders From It
- toolingEnvironment-Based Testing in Playwright: Dev, QA, Staging and Production
- AIThe Safest AI Agent Is the One That Knows How to Undo Itself
- AIYour AI Coding Agent Needs an Engineering Harness, Not Another Prompt
- engineeringSaving to the Database and Publishing an Event Are Not One Operation
- AIStop Putting All Agent Memory in a Vector Database: A Tiered Memory Architecture for Production AI…
- AIProduction-Grade LLM Observability: Architectural Design Patterns for Autonomous Multi-Agent…
- qualityAI-generated Test Review Checklist: 12 Questions to Ask Before Merging
Things people ask us.
What does Emergent Technology Group do?
We help engineering teams put AI to work in software development without lowering the bar on quality. That means review practices, verification, and process design that hold up when agents write, verify, and review code.
Do you work with teams in regulated industries?
Yes. Much of our experience is in environments where every change must be traceable, reviewed, and verified. We design AI assisted processes that keep the audit trail intact.
Are you against using AI to write code?
No. We use it every day. Our position is that generated code is a starting point. We write about when AI helps and when it does not.
How do we get started?
Email us or book a conversation from the contact page. Tell us about your workflows and we will come back with a plan that fits the processes you already have.
Bring us your workflows.
We will provide a plan that aligns with and optimizes your existing processes.