Reaper Actual
Game Execution
Reaper Actual is an open-world persistent shooter. Michael led a small dev
team that shipped 10 major features alongside major improvements to
reliability and framerate post-launch. Three AI developments supported the work.
Project Brain gives agents the project's rules, systems
documentation, and a code graph of how the systems connect, so they read how
the game works before they change it. Asset Catalog is an
agent-maintained database that tags the project's meshes by what they are and
how they can be used, such as cover, loot surface, or structure, so agents
reason about a place instead of raw geometry. The
Virtual Designer uses both to do world and combat design
work in the editor, placing loot and NPC encounters, and it shows the team a
plan to approve before anything changes.
Visit reaperactual.com →
Usage-Based License Server
SaaS Commerce built for CinePipeAi
A licensing and usage service with a pluggable payment gateway and Python
client library. It puts feature entitlements and credit usage behind one
interface, so a product asks the same questions whether a job runs in the
cloud or on the customer's own machine. Verification and validation are
formal. A
risk-to-damage register scores each failure scenario and traces it to its
tests: unit and integration tests for verification, and end-to-end tests
against real services for validation. Coverage tests check all critical
failure scenarios. Key security
decisions, including tenant isolation, are tested using Modified
Condition/Decision Coverage. Over 330 automated tests verify its integrity.
Private repo
RiskRated
Software & QA tooling
An aid for software & QA teams to establish a risk register and coverage
data of a target codebase, report gaps clearly, and streamline applying best
practices to test automation. It is not a regulatory submission tool, but
assists in compliance data gathering.
Private repo
Wayfinder
AmplifiedByAI product
Wayfinder is our own project management system, built around a dependency
graph instead of a sprint board. Work links to goals and KPIs, and a ready
queue recomputes as things change, so the plan follows what is unblocked and
what matters most. Each task carries a certainty score built from its open
questions and dated confidence reports, which brings unclear work to the
surface early. It is in active development and runs our own projects.
Whitepaper coming soon