The Lifecycle

One knowledge base. Every stage of AI development.

Author your standards once. ContextRail powers every phase — from autonomous planning and execution to verification gates and context-aware code review.

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Author → Plan → Execute → Verify → Review → Learn

Six stages. One knowledge base. Standards enforced at every step.

1
AuthorAuthor organizational standards as structured contexts with imperatives, examples, and checklists
2
PlanThe ContextRail planning workflow breaks projects into executable components
3
ExecuteThe execution loop runs your AI coding tool in a cycle: pick the next incomplete component, implement it, verify, commit, and exit with fresh context.
4
VerifyVerification gates create backpressure. The agent cannot commit code that fails any gate
5
ReviewThe ContextRail code review agent reviews PR diffs against your authored standards
6
LearnEvery gate failure, every review finding, and every cross-cutting decision is documented
1Author

Define your standards once.

One knowledge base. Every tool. Every team. Authored once and never out of sync.

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2Plan

Decompose work using your standards.

A structured spec that's also a runnable system—agents start executing without additional setup.

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3Execute

Autonomous implementation, one component at a time.

Each component gets the AI's full attention. The loop handles the orchestration.

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4Verify

Gates that reject bad output automatically.

No silent failures. No skipped checks. Every commit passed every gate.

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5Review

Code review powered by your organization's standards.

One knowledge base, both sides of the code lifecycle. Generation and enforcement share the same standards.

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6Learn

Failures refine the system.

Better contexts produce better code. The loop closes—and improves with every cycle.

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See who ContextRail helps

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