AI & Spec-Driven Development
Adopt AI-assisted and spec-driven development without the hype. We assess where LLMs and agents genuinely speed up delivery and where they don't, then put the guardrails, prompting patterns, and review habits in place to keep quality and security intact as you scale it.
Signs you might need this
- Your team is using AI coding tools ad hoc, with no shared standards
- You can't tell whether AI is actually making you faster or just busier
- Review load or defect rates have crept up since adopting AI assistants
- You want to try spec-driven or agentic workflows but don't know where to start
- Leadership is asking what your AI strategy is and you need a real answer
What it is
This is helping your team adopt AI-assisted and spec-driven development in a way that actually speeds you up, not just adds hype and risk. Spec-driven means writing clear specifications humans and AI agents can both build from; AI-assisted means using coding assistants and agents well, with the right guardrails around them.
What it isn't
It isn’t “fire your engineers and let the AI do it,” or buying a tool and hoping for magic. And it isn’t anti-AI caution either, we’re honest about where these tools genuinely help and where they quietly create review, quality, and security debt.
How we work on it
We assess how your team builds today and where AI and spec-driven workflows genuinely fit, then design the practices around them: where to lean on assistants and agents, how to write specs they can build from, and the guardrails (review, testing, security) that keep quality and trust intact.
We help the team adopt prompting patterns that actually work, and put measurement in place so you can tell whether it’s paying off in shipped value, not just activity.
The specifics
What's included
- Spec-driven development assessment and workflow design
- AI coding assistant and agent evaluation and rollout
- Guardrails for code quality, review, and security
- Team enablement, prompting patterns, and measuring real impact
FAQ
Common questions
Is this just chasing AI hype?
The opposite. We assess where LLMs and agents genuinely speed up delivery and where they don’t, then set guardrails so speed doesn’t cost you quality or security.
Will AI-assisted development hurt our code quality?
Not with the right habits. We put review practices, prompting patterns, and guardrails in place so AI accelerates delivery without eroding standards.
What is spec-driven development?
Writing a clear specification first, then using it to drive and check implementation, whether human or AI. It keeps fast-moving, AI-assisted work aligned with what you actually intended to build.
Ready when you are
Let's talk about AI & Spec-Driven Development
Not sure where you stand? Tell us what you're seeing and we'll come back with a plan.