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Recent posts tagged reliability-engineering

Level UI • 20 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
raylabs • Oct 11 • in Articles • 2 min read
Fixing Multimodal AI Fallback in Workflows
Multimodal pipelines in serverless publishing workflows often route text drafting to one model and visual review to another. If a text provider fails, falling back to an alternate model keeps the writing phase moving, but reusing that same fallback p...
post-cover-30730
  • ai-publishing
  • serverless
  • reliability-engineering
  • multimodal-ai
0 Reactions 0 Comments
raylabs • Oct 10 • in Articles • 2 min read
Half-Open Circuit Breaker Probes in Serverless Workers
Managing dependency recovery in serverless architectures requires coordinating multiple concurrent invocations to prevent a thundering-herd problem when a service heals. Quick solution: Coordinate the half-open lease through a single SQLite-backed Du...
post-cover-30668
  • reliability-engineering
  • serverless
  • backend
  • devops
1 Reactions 0 Comments
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