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Build the Paved Road for Agentic Development:
- Define safe task categories for autonomous agents, including what they can attempt and what requires review.
- Design isolated execution environments to work without exposing secrets or sensitive systems.
- Build pilot workflows that convert Linear issues into useful draft PRs via agents.
Make n8n's Monorepo Agent-Ready:
- Create and maintain repo instructions, agent playbooks, and coding guidelines to improve agent performance.
- Continuously improve developer workflows, testability, and documentation based on agent feedback.
- Partner with Architecture and senior engineers to define boundaries and constraints where agents need more context.
Integrate Agents into Engineering Workflows:
- Integrate agentic workflows with Linear, GitHub, CI, test infrastructure, and developer review processes.
- Design PR evidence templates that highlight changes, test runs, risks, and human judgment needs.
- Partner with Security and product teams to define guardrails for sensitive areas like auth and data handling.
Measure Quality, Safety, and Adoption:
- Create benchmarks from real engineering tasks to evaluate agent output quality and failure modes.
- Define quality signals and adoption metrics such as draft PR usefulness, reviewer acceptance, and rework rate.
- Use data from pilot teams to improve agent workflows and build trust across engineering.
n8n
n8n is an open workflow orchestration platform built for the new era of AI, giving technical teams the freedom of code with the speed of no-code. Since 2019, the company has grown to over 260 employees across Europe and the US, with a community of 650,000+ developers, 190K+ GitHub stars, and a $5.2bn valuation.