Context Windows brings together credible AI case studies from the open web,
so you can pick and prioritise the use cases that are already working.
Real-world implementations from
Dashboards for everything, yet any off-script question meant a ticket and days in the queue. Now managers just ask and get the answer.
25,000 builds a day, each failure a 30-minute log hunt. AI now delivers targeted fixes to Slack and the IDE—under 5 minutes.
Two homegrown bots drained the engineers who built them. Claude Tag catches alerts, traces root causes, and opens PRs—without being asked.
Assets scattered across 22 systems — teams rebuilt what already existed. AI now drives production; designers finish what requires judgment.
Answers in Slack, docs, and people's heads. Crafty documented it first; agents now handle 60%+ of questions and free 730 engineer hours.
General-purpose LLMs scored below 52% on multilingual ecommerce tasks. Shopee's own 245B-parameter Compass now handles 340B tokens monthly.
Context Windows brings together credible AI case studies from the open web,
so you can pick and prioritise the use cases that are already working.
Real-world implementations from
Dashboards for everything, yet any off-script question meant a ticket and days in the queue. Now managers just ask and get the answer.
25,000 builds a day, each failure a 30-minute log hunt. AI now delivers targeted fixes to Slack and the IDE—under 5 minutes.
Two homegrown bots drained the engineers who built them. Claude Tag catches alerts, traces root causes, and opens PRs—without being asked.
Assets scattered across 22 systems — teams rebuilt what already existed. AI now drives production; designers finish what requires judgment.
Answers in Slack, docs, and people's heads. Crafty documented it first; agents now handle 60%+ of questions and free 730 engineer hours.
General-purpose LLMs scored below 52% on multilingual ecommerce tasks. Shopee's own 245B-parameter Compass now handles 340B tokens monthly.