Existing Architecture Integration Assessment

Running Claude Code, Codex, Grok, or Agents built on mainstream SDKs? Evaluate integration pathways into ReadyForAI.

Existing CLI and SDK Agents connect through RuntimeClasses without a rewrite

  • Vendor RuntimeClass hosts Claude Code / Codex / Grok CLIs and Claude Agent SDK / OpenAI Agents SDK processes
  • Native uses the Go Native SDK; Sidecar is the A2A / stdio / ACP bridge, with Google ADK on Sidecar HTTP/A2A
  • Context files are injected without changing Agent source; then phase into the governance loop
  • Skill ingest uses LarkScout's three-layer gate; HarnessServer SkillScan can run before Workspace deploy. Both are static checks, not a runtime sandbox by default
Heterogeneous Framework CoexistenceReluctance to Rewrite Existing AgentsConcerns Over Ecosystem CollisionsValidating Integration Feasibility
NativeEffort · Low

Native RuntimeClass

Connect in-house high-performance Agents with the NodalOS Go Native SDK.

VendorEffort · Low

Vendor RuntimeClass

Host vendor CLIs (Claude Code / Codex / Grok) and official SDK processes (Claude Agent SDK / OpenAI Agents SDK).

SidecarEffort · Medium

Sidecar RuntimeClass

Bridge existing Agents via A2A / stdio / ACP; Google ADK uses Sidecar HTTP/A2A. Not a sidecar container process.

BasicEffort · None

Basic RuntimeClass

Run new scenarios directly using NodalOS built-in general-purpose Agents.

  1. 01Select RuntimeClass
  2. 02Register to NodalOS
  3. 03Connect Observability
  4. 04Enable Policy Hooks
  5. 05Onboard to AULO Surface

Start with a low-risk Agent to validate the complete path (Registration → Observability → Approval) before batch-migrating the rest. Big-bang cutovers are never required.

By role

Technology leaders

Multi-form RuntimeClasses + A2A / ACP / MCP deliver open interoperability without vendor lock-in

Compliance & risk

Fully traceable integration process; HITL approval checkpoints activate during the pilot phase

Business leaders

Protects prior Agent investments by enabling phased, low-risk migration

SYSTEM READYintent/integration