AI-Native SDLC

Procedural Cognitive Runtime

Govern long-horizon agent execution with deterministic infrastructure

The runtime harness coordinates cognitive workflows across sessions and agents. The SDLC harness externalizes expertise into executable contracts. Gates enforce verifiable stage transitions — not optimistic language claims.

Get started View on GitHub

npx @jambu/ai-native-sdlc@latest install

• Deterministic
• Observable
• Verifiable
• Auditable

Harness layers

Runtime Harness

Operational infrastructure beneath any agent runtime — lifecycle hooks, structured memory, orchestration, and gate enforcement through `.sdlc/`. Runtime-neutral. Adapter-swappable.

SDLC Harness

Procedural DSL as source of truth — workflows, playbooks, skills, commands, and materialization scripts that externalize expertise into versionable, executable contracts.

Deterministic Gates

Stage transitions blocked until filesystem and API state confirm completion. Every gate is observable, verifiable, and auditable — not an LLM claim.

Quickstart

Three commands to materialize the harness in your repository.

1. 1 npx @jambu/ai-native-sdlc@latest install
2. 2 /sdlc:init
3. 3 sdlc run --playbook feature/implement-login --intent "Add magic link auth"