Practical notes on cloud infrastructure, delivery, AI, and operations, from the engineering work we do every day.
· 3 min read · BrainScale Engineering
What to ask a DevOps company before you hire it: how changes reach production, what is really code, who keeps systems running, which engagement model fits, and the warning signs.
· 4 min read · BrainScale Engineering
How we put a gateway between a consumer AI product and its models: roles instead of model names, fallback chains across providers, and the pricing lesson that a self-consistent config can still be wrong.
· 3 min read · BrainScale Engineering
Two production agents for an online gaming operator, and why we designed what each agent cannot do before what it can.
· 3 min read · BrainScale Engineering
For bursty work such as security scans and data jobs, scale workers from queue depth and let nodes follow the pods. What we configure, with examples.
· 3 min read · BrainScale Engineering
A practical checklist for how to choose an AWS partner in Armenia: what to verify, what to ask, and what to put in the contract before an AWS consultancy gets access to your accounts.