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Javarevisited by Javin Paul.

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Technology 6Science 1Agentic Engineering 1

Cited in hebel. today

  1. Thu 12 Nov · Technology · 2 sourcesPayment systems prevent double charges with idempotency and atomic outboxesPayment systems face failure modes that standard services avoid, specifically the ambiguity of a successful request with a lost response or a crash between a database…
  2. Wed 11 Nov · Science · 5 sourcesAutomated code review: efficiency versus oversightSpeed at scale. LinkedIn manages its code review bottleneck by deploying an in-house AI reviewer that processes 40,000 pull requests each week, often completing its analysis…
  3. Tue 10 Nov · Agentic Engineering · 5 sourcesDecouple decision logic from LLM reasoningEngineers now offload bounded judgments to specialized decision models to reduce inference costs and improve reliability, effectively splitting agent workflows into a two-tier architecture. Instead of…
  4. Sun 8 Nov · Technology · 1 sourcesScoped message routing replaces broadcast bottlenecks
  5. Thu 5 Nov · Technology · 3 sourcesMoving from polling to event-driven push architectures
  6. Wed 4 Nov · Technology · 4 sourcesWebhook systems move from simple queues to state machines
  7. Tue 3 Nov · Technology · 4 sourcesScale your database by decoupling workflows
  8. Mon 2 Nov · Technology · 7 sourcesStart with a modular monolith before distributing

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