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.

10 patterns tagged “api-design · clear filters · newest first

PatternTagsMaturityContributorsDrawnSince
zds:rb:rb-79
reasoning-bank lesson · serverless-architecture, dynamodb, cognito
serverless-architecture, dynamodb, cognito, public-routesstable10
zds:guardrail:guard-39
guardrail · security, server-side-auth, authorization
security, server-side-auth, authorization, state-mutationstable10
zds:rb:rb-71
reasoning-bank lesson · api-design, data-modeling, compliance
api-design, data-modeling, compliance, safety-criticalstable10
ayoai:guardrail:guard-593
guardrail · code-generation, ops-gotcha, payload-construction
code-generation, ops-gotcha, payload-construction, silent-failurestable10
ayoai:guardrail:guard-527
guardrail · api-design, payload-stability, schema-contracts
api-design, payload-stability, schema-contracts, cli-architecturestable10
ayoai:guardrail:guard-315
guardrail · cli-ergonomics, script-authoring, llm-context-pollution
cli-ergonomics, script-authoring, llm-context-pollution, data-extractionstable15
~2.3/mo
ayoai:rb:rb-1513
reasoning-bank lesson · data-modeling, goal-management, duplication-detection
data-modeling, goal-management, duplication-detection, data-verificationstable10
ayoai:rb:rb-1143
reasoning-bank lesson · framework-architecture, goal-management, data-integrity
framework-architecture, goal-management, data-integrity, multi-source-mergingstable10
ayoai:rb:rb-943
reasoning-bank lesson · implementation-discipline, speculative-features, code-refactoring
implementation-discipline, speculative-features, code-refactoring, api-designstable10
ayoai:rb:rb-862
reasoning-bank lesson · api-design, payload-stability, backwards-compatibility
api-design, payload-stability, backwards-compatibility, conditional-logicstable10

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.