Samuel Rock
Engineering Manager · Product Owner · Hands-on
I build products end-to-end — from user research to production, with AI agents at every step of the process.
Full-stack ownership
From user research to infrastructure — I operate across the entire product lifecycle.
Product
Engineering
AI & Automation
Infrastructure
Leadership
Projects
Open source work and production systems.
AgileFlow AI
Agile project management platform that bridges product vision and engineering execution, with configurable AI agents (Claude, GPT-4, Ollama, GCP).
claude-marketplace
LivePlugin marketplace for AI-assisted development — scope writing, architecture review, ADR management, deployment safety checks.
claude-config
LiveMy global AI workflow configuration — reusable agents, slash commands, and engineering conventions across all projects.
sr-ai-gateway
In progressUnified AI gateway with intelligent routing across Claude, OpenAI, Ollama, and GCP Vertex AI. Cost optimization + fallback logic.
sr-auth-service
In progressProduction-ready auth microservice — JWT access/refresh tokens, OAuth (Google, GitHub), MFA, audit logs.
How I work
From a vague idea to a shipped product — a repeatable method built for scale.
Define
User research, personas, user stories with acceptance criteria. Every feature starts with a documented problem — scope.md, ADRs, OKRs — before a single line of code is written.
Architect
Technical architecture with explicit decisions documented. Conscious trade-offs: monolith vs microservices, SQL vs NoSQL, build vs buy. All challenged by a dedicated @challenger agent.
Build with AI
Agentic development with Claude Code — specialized agents for analysis, implementation, and testing. TDD by default: tests written before code, every time.
Ship & Measure
CI/CD, automated migrations, health checks, Prometheus metrics. Deployment is boring by design. Success is validated against the OKRs defined in step 1.
Blog
Thoughts on engineering management, AI, and product development.
First articles coming soon.