Agentic Workflows for Solo Developers

How I structure multi-agent pipelines in Cursor, Antigravity, and n8n without losing the plot.

  • agents
  • cursor
  • n8n

Why agentic workflows matter

When you’re a solo developer running a studio, the bottleneck isn’t typing speed — it’s context switching. Agentic workflows let you delegate research, scaffolding, and repetitive refactors while you stay in architectural control.

My stack

ToolRole
CursorPrimary IDE with skills and rules
AntigravityMulti-agent orchestration for complex builds
n8nProduction automations and webhooks

The pattern

  1. Directive first — write a one-page agent brief before opening the IDE
  2. Skill libraries — maintain reusable SKILL.md files for recurring tasks
  3. Verification gate — every agent output runs through npm run build before merge
  4. Human checkpoint — I review architecture decisions; agents handle implementation detail

Lessons learned

  • Smaller, focused agents outperform one mega-prompt
  • File structure conventions matter more when agents share a repo
  • Always version your skills alongside your code

What’s next

Publishing the Gnomad Apps Hub case studies, Hostinger deploy notes, and reusable agent templates for local-first web shops.