Restate framework helps run resilient agents in production environments.
“We want to be able to bring it back and let it continue exactly at.”
production
9 tracked signals on production.
OpenAI publishes official GPT-6 family model guide for startup production workflows
ECRI named AI chatbot misuse the #1 health technology hazard of 2026, not a frontier problem but a production baseline issue.
“Most AI safety failures in health care are not model failures. They are architectural decisions that were made before even a single token was generated.”
Lyft scaled to seven+ production AI agents at 35% resolution by building an offline-eval quality gate before shipping.
“You don't want to use your users as test data.”
LangChain's open-source Deep Agents adds production harness primitives to any tool-calling agent with one function swap
“if you're not the model, you're the harness”
Building production AI systems requires a four-phase framework—requirements, system design, evaluation, optimization—not just vibe coding.
“Specs are the new code. The art is in defining the product requirements, the system design, and evaluate criteria so you can be confident that your AI coding buddies are building the right thing.”
OpenGov built and scaled OG Assist, a production AI agent embedded across its government ERP product suite.
AWS combines NVIDIA NIM, Bedrock AgentCore, and Strands Agents for production-grade multi-agent systems
No good standards exist for agent development; real-world continual learning is largely absent.
“there aren't really good standards for these things, right? Like there there's not some one-size-fits-all uh solution”