Agentic Golden Path

Problem

Templates capture standards at scaffold time and then rot: a service generated last year drifts from this year's observability, secret-management, and security conventions, and nobody notices until an audit. Conventions that live in wikis or senior engineers' heads are invisible to an agent, which will confidently produce plausible work that violates them. And when validation only runs at push time in continuous integration, the agent (like a human) discovers the violation after the work is done, forcing an expensive correction loop. The team needs the standards to be present and enforced while the agent works, not discovered afterward.

Solution

Shift the platform from template-driven to context-driven. Keep the organisation's standards as versioned, machine-readable artifacts — agent guidance files, architecture decision records, policy-as-code, reference examples — and assemble the relevant ones into the agent's context before it acts, so the golden path is what the agent sees. Run policy and drift checks continuously as the agent edits, surfacing violations in the loop rather than at a push-time gate. Keep the agent inside scoped sandboxes with short-lived credentials, and route high-impact changes to a human. Because the standards are living artifacts the platform propagates, updating a convention updates every agent's paved road at once, instead of leaving older scaffolds behind.

When to use

• Agents generate or modify software inside an organisation with real architectural standards.
• Standards can be captured as machine-readable artifacts (guidance files, ADRs, policy-as-code).
• Drift between generated work and current standards is a recurring, costly problem.
• An internal developer platform exists (or can exist) to assemble context and run checks.