Code Story: Building a Custom LangChain 0.30 Agent for Jira Ticket Automation
In 2024, the average backend engineer spends 14.2 hours per week on Jira ticket triage, status updates, and mindless administrative toil—time that sho…
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Code Story: We Offered 30% Higher Salaries and Cut Churn 50%: A 2026 HR Retrospective
In Q1 2026, our 120-person engineering org increased base salaries by 30% across all IC levels, and by year-end, voluntary dev churn dropped from 24% …
War Story: Debugging a Ktor 2.2 Coroutine Leak in Kotlin 2.0 Microservices
At 3:17 AM on a Tuesday in Q3 2024, our production Kotlin 2.0 microservice fleet hit a 92% memory utilization threshold across 140 nodes, traced to a …
War Story: We Survived a 2-Hour Outage with Redis 8.0 Cluster and Sentinel
At 14:17 UTC on October 12, 2024, our Redis 8.0.2 cluster serving 142,000 writes/sec and 89,000 reads/sec across 12 shards dropped 100% of traffic for…