Mactores
Technology
SeniorProductEngineer,AgentSystems
Neural analysis suggests this role is
optimal for Senior candidates.
“Senior Product Engineer, Agent Systems at Mactores. Skills: Agent Systems Development, Python, Distributed Systems, LLM Integration, Testing, CI/CD. Build specialized agents. Ship specialized agents”
What You'll Achieve.
Accelerate value through automation; Ship specialized agents; Meet sprint and release deadlines; Keep deployment pipelines clean and repeatable; Generate qualitative test coverage at scale
Industry & Context.
Root cause analysis; Debugging; Troubleshooting; Performance optimization
US business-hour overlap
What They're Looking For.
Must Have
4+ years production Python, Solid grasp of distributed systems concepts, Experience integrating with LLM APIs, Comfort with FastAPI, Working knowledge of AWS services, Experience with Docker and Kubernetes, Comfort with CI/CD pipelines, Comfort navigating multi-account AWS environments, Test-driven development discipline, Hands-on experience with pytest, Ability to design behavior-verification harnesses, Experience using AI tools for testing, Experience integrating automated tests into CI/CD, Test-first, release-disciplined, ownership-driven mindset, Written and spoken English, Available to work with US business-hour overlap
Nice to Have
Agentic AI frameworks experience, Temporal.io experience, Graph databases experience, Amazon OpenSearch Service experience, Java exposure, Prior B2B SaaS product work, Domain exposure to enterprise modernization
What You'll Do.
Build specialized agents
Ship specialized agents
Design agents operating against Code Intelligence Graph
Implement governed autonomy
Orchestrate foundation models
Pick the right model for each task
Own full delivery of assigned agents
Commit to sprint and release deadlines
Raise blockers and risks
Coordinate with platform engineers
Coordinate with DevOps engineers
Keep deployment pipelines clean
Keep deployment pipelines repeatable
Practice test-driven development
Write tests for agent's contract
Write tests for governance constraints
Write tests for equivalence checks
Build behavior-equivalence verification
Write detailed test cases
Use AI tools to generate test coverage
Validate test coverage for completeness
Maintain automated test suites
Integrate automated tests into CI/CD
Write adequate documentation
Review pull requests thoroughly
Provide constructive feedback
Document agent contracts
Document prompt structures
Document decision logic
Document verification approaches
Share patterns across the team
Share testing practices across the team
Promote a culture of release discipline
Promote a culture of quality
How You'll Work.
Team & Collaboration
Cross-functional teams; Product reviews; Design discussions
Communication Scope
Written English; Spoken English; Product reviews; Design discussions
Process & Methodology
Sprint planning, Release deadlines
Full Job Description
## Description Mactores is a trusted leader among businesses in providing modern data platform solutions. Since 2008, Mactores have been enabling businesses to accelerate their value through automation by providing End-to-End Data Solutions that are automated, agile, and secure. We collaborate with customers to strategize, navigate, and accelerate an ideal path forward with a digital transformation via assessments, migration, or modernization. ## What will you do? Agent Systems Development Build and ship specialized agents in the Aedeon fleet: parsers, business-rule extractors, dependency mappers, test synthesizers, behavior replayers, and the orchestration that wires them together. Design agents that operate against the Code Intelligence Graph rather than generating from priors, so every agent action traces to a line of code. Implement governed autonomy: shadow, supervised, and autonomous stages with human-in-the-loop controls at every stage. Orchestrate frontier foundation models (Anthropic, OpenAI, Google) through the Aedeon Decision Model: pick the right model for each task, against the right slice of the graph, under explicit governance constraints. Release Ownership Own the full delivery of assigned agents from prototype through deployment and post-release validation. Commit to sprint and release deadlines. Raise blockers and risks with enough lead time to mitigate them. Coordinate with platform and DevOps engineers to keep deployment pipelines clean and repeatable. Verification and Quality Practice test-driven development. Write the tests for the agent's contract, governance constraints, and equivalence checks before the agent code that satisfies them. Build behavior-equivalence verification into every agent: dual-run tests, output diffing, equivalence certificates against production traffic. Write detailed test cases before deployment, covering functional flows, edge cases, regression scenarios, and integration touchpoints. Use AI tools to generate qualitati
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