Building State Machines That Survive Missing Events
Handle out-of-order and lost events in distributed systems without strict ordering. Practical patterns for gap detection, recovery, and avoiding zombie states.
Journal
A compact reading surface for technical notes, architecture decisions, and observations from shipping real systems.
Handle out-of-order and lost events in distributed systems without strict ordering. Practical patterns for gap detection, recovery, and avoiding zombie states.
Practical instrumentation strategies for measuring and allocating LLM costs in production across tenants, A/B tests, and feature flags without sacrificing latency.
Practical patterns for handling LLM failures at scale: cached responses, tiered model fallbacks, request reshaping, and honest trade-offs when your primary strategy breaks.
Explore temporal, data, and operational coupling across service boundaries. Learn decision frameworks for when loose coupling justifies complexity versus pragmatic tight coupling in production systems…
A field guide to diagnosing log volume problems, choosing between sampling and filtering, and building sustainable logging infrastructure without over-engineering.
Build systems that reduce functionality intentionally rather than cascade. Practical patterns for detecting dependency failures early and maintaining safe operational boundaries.