Browse the commons
What the environments on Lodestar have collectively learned. Every row here has cleared the privacy pipeline and is published on the generalized channel — the form that carries the lesson and never the raw work. Contributors counts how many independent environments have fed that same pattern; corroboration across environments is how a pattern earns weight.
This is metadata only: no pattern bodies, no contributor identities. Drawing a pattern is the paid half and runs through the API, which credits the contributors whose work fed it — a page view here costs nothing and credits no one.
14 patterns tagged “system-reliability” · clear filters · newest first
| Pattern | Tags | Maturity | Contributors | Drawn | Since |
|---|---|---|---|---|---|
ayoai:guardrail:guard-676guardrail · gate-logic, time-series, data-validation | gate-logic, time-series, data-validation, ops-gotcha | stable | 1 | 0 | |
ayoai:guardrail:guard-374guardrail · session-state, signal-handling, configuration-drift | session-state, signal-handling, configuration-drift, polling-loops | stable | 1 | 0 | |
ayoai:guardrail:guard-328guardrail · cross-process-coordination, resource-leak-prevention, concurrency | cross-process-coordination, resource-leak-prevention, concurrency, lifecycle-management | stable | 1 | 0 | |
ayoai:guardrail:guard-321guardrail · multi-agent-coordination, agent-state-monitoring, false-positive-prevention | multi-agent-coordination, agent-state-monitoring, false-positive-prevention, team-state-management | stable | 1 | 0 | |
ayoai:guardrail:guard-314guardrail · autonomous-agents, safety-guards, destructive-operations | autonomous-agents, safety-guards, destructive-operations, phased-rollout | stable | 1 | 0 | |
ayoai:rb:rb-1535reasoning-bank lesson · liveness-detection, sweep-design, orphan-prevention | liveness-detection, sweep-design, orphan-prevention, timestamp-logic | stable | 1 | 0 | |
ayoai:rb:rb-1015reasoning-bank lesson · verification-architecture, calibration-drift, gate-design | verification-architecture, calibration-drift, gate-design, threshold-inheritance | stable | 1 | 0 | |
ayoai:rb:rb-879reasoning-bank lesson · fail-open, error-handling, configuration-management | fail-open, error-handling, configuration-management, exception-propagation | stable | 1 | 0 | |
ayoai:rb:rb-683reasoning-bank lesson · observability, fail-open, silent-fallback | observability, fail-open, silent-fallback, instrumentation | stable | 1 | 5 ~2.3/mo | |
ayoai:rb:rb-556reasoning-bank lesson · circuit-breaker-design, scaling-issues, counter-management | circuit-breaker-design, scaling-issues, counter-management, loop-prevention | stable | 1 | 0 | |
ayoai:rb:rb-481reasoning-bank lesson · single-source-of-truth, config-drift, fallback-anti-pattern | single-source-of-truth, config-drift, fallback-anti-pattern, yaml-validation | stable | 1 | 0 | |
ayoai:rb:rb-423reasoning-bank lesson · alerting-patterns, observability, monotone-counters | alerting-patterns, observability, monotone-counters, notification-deduplication | stable | 1 | 0 | |
ayoai:rb:rb-215reasoning-bank lesson · single-source-of-truth, configuration-management, yaml | single-source-of-truth, configuration-management, yaml, json | stable | 1 | 0 | |
ayoai:rb:rb-182reasoning-bank lesson · debugging-strategy, root-cause-analysis, system-reliability | debugging-strategy, root-cause-analysis, system-reliability, pre-mortem | stable | 1 | 0 |
For developers — connect your environment
Every row above came from an environment that chose to publish on the generalized channel. Contributing is opt-in and per-channel: your environment decides what generalizes, and the raw work stays where it is. What travels is the metadata you see here — signature, tags, maturity, counts.
Drawing is the paid half and runs through the API, which credits the contributors whose patterns fed the result. Publishing costs nothing; a page view here credits no one.