AI-Accelerated Development Pipeline
50% faster
Feature dev time
4wk to 2wk
Feature cycles
Under 15min
Code review turnaround
Zero regression
Quality impact
The Challenge
Non-trivial feature development was taking approximately 4 weeks per feature on a mature production codebase. Code review cycles added days of latency. The team needed to ship faster without sacrificing quality or increasing headcount.
The Approach
Built and deployed a suite of agentic engineering tools: custom MCP servers serving multi-codebase domain knowledge via RAG with pgvector embeddings, structured skill and context file architectures for autonomous coding agents, and multi-agent delegation patterns for parallel work. Integrated Claude Code with structured prompts for feature implementation and code review.
All Results
50% faster
Feature dev time
4wk to 2wk
Feature cycles
Under 15min
Code review turnaround
Zero regression
Quality impact
None required
Additional headcount
Technology
Ready to build something that lasts?
I work with companies that need reliable, maintainable systems. Let's talk about what you're building.