Engineering
Case Studies
Technical deep-dives in data infrastructure, production AI systems, and high-throughput platform engineering.
EKS vs. Serverless: When to Leave Lambda Behind
A comprehensive breakdown of migrating from Lambda + Step Functions to EKS + Fargate. 42% cost reduction and improved reliability.
42%
Cost Reduction
3.8min
P95 Job Time
93%
Reliability Gain
DeepSeek vs Gemini 3 Flash:
LLM Selection for Character AI
Evaluating persona consistency, instruction following, and cost efficiency for conversational AI platforms.
4.7/5
Persona Score
72%
Cost Reduction
NemoClaw vs OpenClaw:
AI Agent Framework Selection
Evaluating enterprise security, policy controls, and auditability for autonomous AI agents.
0
Incidents
47
Blocked
ClickHouse vs PostgreSQL:
Write-Heavy Analytics
Escaping the vacuum trap — handling 180K events/sec with 64% cost reduction.
310K
Inserts/sec
64%
Cost Save
When to Choose Kafka:
Requirements That Force the Move
Identifying triggers that made SQS insufficient and migrating to managed Kafka.
0
Data Loss
187K
Msg/sec
Golang vs Node.js: The Concurrency Conflict
A deep-dive benchmark analysis of memory pressure, context switching, and raw throughput in I/O intensive distributed systems.
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