Software Factory Transformation for Engineering Teams

Transform your startup's engineering operations from manual AI supervision to an autonomous, verified software delivery engine.

Over six weeks, I work directly with your engineering squad (5 to 25 engineers) to architect, build, and deploy custom factory infrastructure around your codebase. I build programmatic workspace sandboxing, dynamic skill spec routing, automated gate verifiers, self-healing test loops, and continuous integration triggers.

Your team receives tailored automation that turns issue tickets into verified, passing pull requests while maintaining total code quality and architectural integrity.

Who it's for: Engineering scaleups and startups (teams of roughly 5 to 25 engineers) with established codebases and test suites that want custom autonomous agent infrastructure integrated directly into their development lifecycle.

• Week 1: Codebase Audit I audit your repository, test suites, and continuous integration pipelines, and agree the build plan with your tech lead.

• Week 2: Isolated Sandbox Harness Buildout I build custom git sandboxing scripts and establish workspace isolation patterns to prevent state contamination.

• Week 3: Context Boundaries and Domain Skill Specs Engineering I design non-negotiable repository governance contracts and write custom Markdown skill specifications tailored to your key stack components.

• Week 4: Verification Gate Wiring and Self-Healing Loop Construction I connect your test runners, linters, and type-checkers into agent task loops and implement reviewer agents to auto-fix broken builds.

• Week 5: CI/CD Trigger Automation I configure background CI/CD runners (GitHub Actions or GitLab CI) that process issues into pull requests.

• Week 6: Team Training and Operational Handoff I train your developers on delegation workflows and hand over complete system documentation.

• Custom Software Factory Framework: Production code for workspace sandboxing, dynamic skill routing, and test verifiers.

• 5 Custom Domain Skill Specs: Tailored task specifications for your specific codebase procedures.

• Background CI/CD Runner Workflows: Automated pipeline scripts for processing task issues in GitHub Actions or GitLab CI.

• Team Enablement and Documentation: Complete system architecture documentation and a 2-hour live developer training workshop.

• Production Software Factory Infrastructure: Deploy a fully automated engine executing background tasks on your team's codebases.

• Reusable Domain Skill Specs: Equip your team with 5 tailored specs for complex engineering tasks.

• Automated CI Integration: Wire background workers into your CI/CD pipelines to process issues automatically into pull requests.

• Access to active team repositories and continuous integration pipelines.

• Designated technical point of contact (Tech Lead or Architect) for weekly check-ins.

• Working test suite with clear execution commands.

No, all implementation work occurs in isolated branches and test environments without disturbing active sprint deliverables.

Yes, all custom scripts, specifications, and pipeline configurations remain 100% your intellectual property.

I build factory engines for TypeScript, JavaScript, Python, Go, and standard web/systems development stacks.