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Recent posts tagged cloud-architecture

Level UI • 18 hours • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
7 Reactions 7 Comments
tuni56 • Jul 15 • in Articles • 6 min read
The Art of Cloud Survival: The Day Monitoring Failed First
When Everything Looked Fine Modern cloud systems are built to survive failure. Applications run across multiple Availability Zones. Containers restart automatically. Serverless functions scale on demand. Databases replicate data continuously. Enti...
post-cover-22753
  • distributed-systems
  • cloud-architecture
  • data-engineering
3 Reactions 1 Comments
tuni56 • Jun 25 • in Articles • 5 min read
The Art of Cloud Survival: When Retries Become the Outage
When Retries Become the Outage At 2:17 AM, a payment service started returning errors. Not many. Just enough to attract attention. The dashboards didn't look alarming. CPU utilization was stable. Memory consumption was within normal limits. Infrastr...
post-cover-21369
  • distributed-systems
  • cloud-architecture
  • data-engineering
3 Reactions 2 Comments
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