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Selected work

Selected work.

The direction is premium because of what’s behind it. JJP is a deliberately small, principal-only practice — you work with the person who built and scaled the thing. What follows is real and, where it must be, anonymized by category.

Flagship

An enterprise agentic code-generation platform

Adopted by 1,000+ engineers

The challenge. A Fortune-500 financial institution’s engineers were rebuilding the same applications by hand against a vast proprietary design system and component library.

The architecture. A multi-agent hierarchy: agents specialized in the firm’s own libraries, reading real Figma designs, writing the applications, and testing their own output before a human ever saw it — backed by Anthropic models on AWS Bedrock and a deliberate context-engineering strategy. A live observability map made the whole thing legible to its leaders.

The outcome. Adopted by 1,000+ engineers. Work that took weeks now takes hours. I co-invented it, built it, and drove its adoption — and I am a co-inventor on its filed patent. Adoption wasn’t automatic: senior engineers didn’t trust agent-written code until it proved itself on their own components and passed their own review gates. Earning that trust, not building the agents, was the hard part — and it’s the part most rollouts skip.

This was an employment engagement, not a client engagement. The institution is not named; the patent is filed (co-inventor, no number).

Systems shipped — categories, not clients

Automated Code Review

Production agents that review work and gate it before it ships.

Autonomous Team Agents

Agents that operate as members of a team across the tools a team already uses.

Multi-Agent Research Pipelines

Orchestrated, web-grounded research and synthesis with cited sources.

Named, metric-led client case studies are added here as engagements clear NDA — never fabricated, never borrowed.

Make the tools you already bought actually get used.

Start with the free read on why your rollout stalled — or take 45 minutes with me directly. Either way you’ll leave knowing the one gap to close first. No sales call, no deck.