Go + ODEI: Constitutional World Model for Concurrent AI Agents

Go + ODEI: Constitutional World Model for Go AI Agents

Go's concurrency model is excellent for autonomous agents. ODEI provides the governance layer.

REST Client in Go

package odei

import (
    "bytes"
    "encoding/json"
    "fmt"
    "net/http"
)

const baseURL = "https://api.odei.ai/api/v2"

type GuardrailResult struct {
    Verdict   string `json:"verdict"`
    Reasoning string `json:"reasoning"`
    Score     int    `json:"score"`
}

func CheckAction(token, action, severity string) (*GuardrailResult, error) {
    body, _ := json.Marshal(map[string]string{
        "action":   action,
        "severity": severity,
    })

    req, _ := http.NewRequest("POST", baseURL+"/guardrail/check", bytes.NewBuffer(body))
    req.Header.Set("Authorization", "Bearer "+token)
    req.Header.Set("Content-Type", "application/json")

    resp, err := http.DefaultClient.Do(req)
    if err != nil {
        return nil, err
    }
    defer resp.Body.Close()

    var result GuardrailResult
    json.NewDecoder(resp.Body).Decode(&result)
    return &result, nil
}

func SafeExecute(token, action string, fn func()) {
    result, err := CheckAction(token, action, "medium")
    if err != nil {
        fmt.Printf("Validation error: %v\n", err)
        return
    }

    switch result.Verdict {
    case "APPROVED":
        fn()
    case "ESCALATE":
        fmt.Printf("Needs review: %s\n", result.Reasoning)
    default:
        fmt.Printf("Blocked: %s\n", result.Reasoning)
    }
}

Concurrent Agents with Constitutional Validation

func runConcurrentAgents(ctx context.Context, tasks []Task, token string) {
    sem := make(chan struct{}, 10)  // Max 10 concurrent

    for _, task := range tasks {
        go func(t Task) {
            sem <- struct{}{}
            defer func() { <-sem }()

            action := fmt.Sprintf("execute task: %s", t.Description)
            SafeExecute(token, action, func() {
                executeTask(ctx, t)
            })
        }(task)
    }
}

Why Go for AI Agents

Go's goroutines + channels + ODEI's constitutional validation = production-grade autonomous agents that are fast, concurrent, and governed.

Production

ODEI API: https://api.odei.ai/integrate/
92% task success rate since January 2026.