For Engineering Lead at Fintech Startup
Frontier Coding Agent Pipeline
Local-first autonomous coding environment combining the world's largest open-source model with specialized coding agents, security scanning, and continuous deployment. Handles planning through production entirely on controlled infrastructure.
How the workflow runs
- 01kimi-k3 — Use 2.8-trillion parameter model for complex reasoning over large codebases and architectural planning
- 02spiral-coder — Execute autonomous coding locally with spec-driven planning, building, and validation
- 03laguna-s-2-1 — Leverage 118B coding MoE model for agentic software engineering tasks
- 04vulnhunter — Hunt exploitable vulnerabilities in generated code before deployment
- 05gemini-3-6-flash — Handle multimodal documentation and knowledge work with token efficiency
- 06nc-codewiki — Auto-generate comprehensive documentation from the evolving codebase
Addresses OpenAI credibility crisis by building on open-weight models and local-first architecture. As enterprises seek alternatives to proprietary platforms experiencing revenue shortfalls, this stack provides frontier capabilities (largest open model ever) with complete control and compliance for regulated environments.
Total (6 tools)$0.1/mo