Allow me to introduce you to Managed Deep Agents
* Works with all models
* Connects to your company knowledge via a version-controlled, environment-aware ContextHub backend
* Channels with Slack (& others)
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give Alex (@its_ao) a warm welcome to the LangChain OSS team! first article is already a banger 🔥
One LangChain model object gives you access the whole @OpenRouter catalog for Deep Agents.
Route by throughput, latency, or price. Filter providers. Enforce ZDR/no data collection. Select fallback models.
When OpenRouter adds a provider or model, just pass the new slug.
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GLM 5.2 is already top 10 on OpenRouter this week, sitting right next to Opus 4.8.
it's also been really strong in Deep Agents across long-horizon coding, big context, tool use, and verifying work before it says it's done.
open model and much cheaper to run than its peers. On par with GPT 5.5 speed if used with @baseten (>280 TPS and <0.8s TTFT)
super easy to try for yourself:
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