GenAI in production
Applied GenAI work needs reliable safety rails, evaluation loops, and a clear delivery path from prototype to production. This pillar gathers posts that focus on building, shipping, and hardening GenAI systems.
Recommended reading order
- Begin with architecture and prompting strategies.
- Continue with evaluation, red-teaming, and observability.
- Close with deployment and lifecycle management practices.
Start here
- Operating GenAI safety and policy reviews — Lightweight processes to keep prompts, tools, and policies aligned as GenAI products evolve.
- Evaluation blueprints for GenAI systems — Paired offline and online evaluations with safety, quality, and cost signals wired into delivery.
Posts in this pillar
- Operating GenAI safety and policy reviews — Lightweight processes to keep prompts, tools, and policies aligned as GenAI products evolve.
- Evaluation blueprints for GenAI systems — Paired offline and online evaluations with safety, quality, and cost signals wired into delivery.
Continue the conversation
Need a sounding board for ML, GenAI, or measurement decisions? Reach out or follow along with new playbooks.