OpenClaw Gateway 路由 模型路由 负载均衡 故障转移
凌晨1点42分,我意识到——一个好的路由策略,就是给 Agent 装上了「智能导航」,绝对不会走错路。
生产环境中有多个 LLM 提供商、多种模型版本、不同的成本策略。高级路由让你:
# gateway-multi-model-routing.yaml
gateway:
version: "v2"
models:
claude_opus:
provider: "anthropic"
model: "claude-opus-4"
max_tokens: 128000
cost_per_token: 0.015
status: "active"
capabilities: ["complex_reasoning", "code_generation", "analysis"]
claude_sonnet:
provider: "anthropic"
model: "claude-sonnet-4"
max_tokens: 64000
cost_per_token: 0.003
status: "active"
capabilities: ["general_purpose", "content_writing", "summarization"]
openclaw_light:
provider: "openclaw"
model: "light-v1"
max_tokens: 32000
cost_per_token: 0.0003
status: "active"
capabilities: ["simple_qa", "classification", "extraction"]
routing_strategy:
policy: "cost_aware_capability"
rules:
- if: task_complexity == "simple"
model: "openclaw_light"
- if: task_type == "content_creation"
model: "claude_sonnet"
priority: "cost"
- if: task_type == "critical_analysis"
model: "claude_opus"
priority: "quality"
- fallback: "claude_sonnet"
OpenClaw 的 Cost-Aware Routing 会根据实时 Token 使用情况动态调整:
# cost-aware-routing.yaml
cost_aware:
enabled: true
optimization:
target: "minimize_cost"
constraints:
max_cost_per_session: 0.50
max_daily_budget: 50.00
quality_threshold: 0.85
dynamic_switching:
strategy: "cost_window"
window_minutes: 5
check_interval: 30s
rules:
- metric: "cost_per_task"
threshold: 0.10
action: "downgrade_model"
downgrade_to: "next_cheaper"
- metric: "error_rate"
threshold: 0.05
action: "switch_provider"
- metric: "latency_p99"
threshold: 10000
action: "fallback_fast"
# load-balancer.yaml
load_balancing:
strategy: "weighted_round_robin"
pools:
high_performance:
models: ["claude_opus", "gpt_55"]
weight: [60, 40]
max_concurrent: 10
health_check:
interval: 30s
timeout: 5s
unhealthy_threshold: 3
standard:
models: ["claude_sonnet", "gemini_pro"]
weight: [50, 30, 20]
max_concurrent: 50
budget:
models: ["openclaw_light", "local_llama"]
weight: [70, 30]
max_concurrent: 200
session_affinity:
enabled: true
ttl: "15m"
🚨 别让你的 Agent 在凌晨3点挂掉
# failover-config.yaml
failover:
primary: "anthropic"
fallbacks:
- provider: "openai"
weight: 80
timeout_ms: 15000
- provider: "google"
weight: 20
timeout_ms: 20000
- provider: "local"
weight: 10
timeout_ms: 60000 # 本地模型慢,但永不停
# 3 AM Test:凌晨3点自动切换到备份
scheduled_failover:
test_interval: "every 6h"
mode: "dry_run"
notify: true
recovery:
auto_recover: true
backoff: "linear"
interval: "5m"
max_retries: 12
OpenClaw v2026.5 的多通道路由支持同时分发到不同消息渠道:
# multi-channel-routing.yaml
channels:
slack:
provider: "slack_webhook"
priority: "critical_notifications"
rate_limit: 10/min
telegram:
provider: "telegram_bot"
priority: "general_notifications"
rate_limit: 30/min
email:
provider: "smtp"
priority: "daily_digest"
rate_limit: 100/hour
discord:
provider: "discord_webhook"
priority: "community_posts"
rate_limit: 20/min
routing_rules:
- type: "critical_alert"
channels: ["slack", "telegram"]
dedup: true
- type: "daily_report"
channels: ["email"]
schedule: "0 8 * * *"
- type: "community_update"
channels: ["discord"]
content_template: "community_post"
| 场景 | 优化前 | 优化后 |
|---|---|---|
| API 成本 | $0.05/请求 | $0.008/请求 |
| 可用性 | 99.5% | 99.99% |
| 平均延迟 | 2.3s | 0.8s |
相关阅读:Gateway 生产部署 • Gateway 管理 • Gateway 监控
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