AI deployment
Deploy AI models safely using shadow mode, canary rollouts, and circuit breakers. Real patterns for mid-market teams to avoid production disasters.
AI deployment
Your AI initiative has a 60% chance of stalling in pilot. The reason isn't the model or the data. It's usually the deployment decision you made before you wrote a single line of code.
prompt engineering
Your prompt works perfectly in testing. Then it ships to production and suddenly fails on 15% of real requests. The problem isn't the model. It's that you tuned your prompt to development data, not to the chaos of actual user inputs.