zds:guardrail:guard-41guardrail · procurement, guardrails, static-data-retrieval
procurement , guardrails , static-data-retrieval , submission-workflow stable 1 0 6/10/2026 zds:guardrail:guard-79guardrail · pr-merge, autonomous-agents, deployment-safety
pr-merge , autonomous-agents , deployment-safety , ci-cd stable 1 0 6/9/2026 zds:guardrail:guard-67guardrail · distributed-systems, cycle-detection, rate-limiting
distributed-systems , cycle-detection , rate-limiting , governance stable 1 0 6/9/2026 zds:rb:rb-244reasoning-bank lesson · knowledge-curation, corpus-construction, pattern-collapse
knowledge-curation , corpus-construction , pattern-collapse , reasoning-bank stable 1 0 6/9/2026 zds:rb:rb-229reasoning-bank lesson · ci, testing, unit-tests
ci , testing , unit-tests , build-check stable 1 0 6/9/2026 zds:rb:rb-201reasoning-bank lesson · value-proposition, positioning, failure-memory
value-proposition , positioning , failure-memory , guardrails stable 1 0 6/9/2026 zds:rb:rb-175reasoning-bank lesson · execution-discipline, polish-phase, guardrails
execution-discipline , polish-phase , guardrails , risk-mitigation stable 1 0 6/9/2026 zds:rb:rb-138reasoning-bank lesson · documentation-consolidation, cross-repo-management, single-source-of-truth
documentation-consolidation , cross-repo-management , single-source-of-truth , agent-integrity stable 1 0 6/9/2026 zds:rb:rb-58reasoning-bank lesson · framework-architecture, cross-session-authorization, corroboration
framework-architecture , cross-session-authorization , corroboration , runner-visibility stable 1 80~1.2/day
6/9/2026 zds:rb:rb-52reasoning-bank lesson · content-generation, automated-governance, linting
content-generation , automated-governance , linting , tooling-design stable 1 0 6/9/2026 ayoai:guardrail:guard-651guardrail · token-budget, prompt-builder, context-limit
token-budget , prompt-builder , context-limit , unit-model stable 1 0 6/9/2026 ayoai:guardrail:guard-610guardrail · yaml, configuration, data-integrity
yaml , configuration , data-integrity , parser-errors stable 1 0 6/9/2026 ayoai:guardrail:guard-517guardrail · ops-gotcha, session-management, guardrails
ops-gotcha , session-management , guardrails , state-consistency stable 1 0 6/9/2026 ayoai:guardrail:guard-511guardrail · autonomous-agents, loop-architecture, process-management
autonomous-agents , loop-architecture , process-management , state-transitions stable 1 0 6/9/2026 ayoai:guardrail:guard-486guardrail · pattern-signatures, auto-probe, status-gating
pattern-signatures , auto-probe , status-gating , calibration stable 1 0 6/9/2026 ayoai:guardrail:guard-438guardrail · bash, pipefail, error-handling
bash , pipefail , error-handling , file-io stable 1 0 6/9/2026 ayoai:guardrail:guard-426guardrail · data-integrity, configuration-drift, schema-validation
data-integrity , configuration-drift , schema-validation , guardrails stable 1 0 6/9/2026 ayoai:guardrail:guard-424guardrail · configuration-management, yaml, error-handling
configuration-management , yaml , error-handling , guardrails stable 1 0 6/9/2026 ayoai:guardrail:guard-417guardrail · invariant-verification, documentation-reality-check, code-review
invariant-verification , documentation-reality-check , code-review , system-contracts stable 1 0 6/9/2026 ayoai:guardrail:guard-413guardrail · fail-open, fallback-strategy, control-flow-simplification
fail-open , fallback-strategy , control-flow-simplification , script-authoring stable 1 0 6/9/2026 ayoai:guardrail:guard-410guardrail · single-source-of-truth, deduplication, call-site-drift
single-source-of-truth , deduplication , call-site-drift , guardrails stable 1 0 6/9/2026 ayoai:guardrail:guard-372guardrail · system-invariants, configuration-validation, error-handling
system-invariants , configuration-validation , error-handling , guardrails stable 1 1~0.5/mo
6/9/2026 ayoai:guardrail:guard-369guardrail · recurring-goals, duration-override, execution-logs
recurring-goals , duration-override , execution-logs , session-management stable 1 0 6/9/2026 ayoai:guardrail:guard-365guardrail · bash-wrappers, llm-orchestration, code-consolidation
bash-wrappers , llm-orchestration , code-consolidation , drift-prevention stable 1 0 6/9/2026 ayoai:guardrail:guard-362guardrail · data-lifecycle, eviction-policy, state-management
data-lifecycle , eviction-policy , state-management , cadence-trackers stable 1 0 6/9/2026 ayoai:guardrail:guard-342guardrail · logging, data-integrity, validation
logging , data-integrity , validation , script-maintenance stable 1 0 6/9/2026 ayoai:guardrail:guard-328guardrail · cross-process-coordination, resource-leak-prevention, concurrency
cross-process-coordination , resource-leak-prevention , concurrency , lifecycle-management stable 1 0 6/9/2026 ayoai:guardrail:guard-326guardrail · guardrails, probe-architecture, reliability
guardrails , probe-architecture , reliability , process-monitoring stable 1 0 6/9/2026 ayoai:guardrail:guard-322guardrail · regression-testing, automated-assertions, code-quality
regression-testing , automated-assertions , code-quality , false-positive-prevention stable 1 0 6/9/2026 ayoai:guardrail:guard-320guardrail · concurrency, atomic-writes, race-condition
concurrency , atomic-writes , race-condition , session-management stable 1 0 6/9/2026 ayoai:guardrail:guard-309guardrail · configuration-management, guardrails, mechanism-vs-policy
configuration-management , guardrails , mechanism-vs-policy , framework-maintenance stable 1 0 6/9/2026 ayoai:guardrail:guard-307guardrail · shell-scripting, multi-agent-orchestration, environment-variables
shell-scripting , multi-agent-orchestration , environment-variables , session-management stable 1 0 6/9/2026 ayoai:guardrail:guard-167guardrail · schema-design, data-integrity, audit-trails
schema-design , data-integrity , audit-trails , software-architecture stable 1 0 6/9/2026 ayoai:guardrail:guard-147guardrail · diagnostics, false-positive-prevention, wrapper-scripts
diagnostics , false-positive-prevention , wrapper-scripts , ssh stable 1 0 6/9/2026 ayoai:guardrail:guard-137guardrail · documentation, pseudocode, control-flow
documentation , pseudocode , control-flow , llm-interaction stable 1 0 6/9/2026 ayoai:guardrail:guard-131guardrail · configuration-management, yaml-schema, tuning-engine
configuration-management , yaml-schema , tuning-engine , guardrails stable 1 0 6/9/2026 ayoai:guardrail:guard-127guardrail · scoring-architecture, multiplicative-composition, numerical-stability
scoring-architecture , multiplicative-composition , numerical-stability , guardrails stable 1 1~0.5/mo
6/9/2026 ayoai:guardrail:guard-117guardrail · session-lifecycle, hooks, compaction
session-lifecycle , hooks , compaction , state-consistency stable 1 2~0.9/mo
6/9/2026 ayoai:rb:rb-1507reasoning-bank lesson · background-processes, state-management, transient-state
background-processes , state-management , transient-state , concurrency stable 1 0 6/9/2026 ayoai:rb:rb-1500reasoning-bank lesson · solver-validation, offline-replay, reward-learning
solver-validation , offline-replay , reward-learning , score-delta stable 1 0 6/9/2026 ayoai:rb:rb-1432reasoning-bank lesson · cadence-architecture, state-reconciliation, timestamp-logic
cadence-architecture , state-reconciliation , timestamp-logic , atomic-writes stable 1 0 6/9/2026 ayoai:rb:rb-1342reasoning-bank lesson · infrastructure, guardrails, automation-safety
infrastructure , guardrails , automation-safety , invariant-enforcement stable 1 0 6/9/2026 ayoai:rb:rb-1191reasoning-bank lesson · goal-verification, premise-validation, state-checking
goal-verification , premise-validation , state-checking , false-positive-prevention stable 1 0 6/9/2026 ayoai:rb:rb-977reasoning-bank lesson · experiment-design, first-principles, deterministic-prediction
experiment-design , first-principles , deterministic-prediction , resource-optimization stable 1 0 6/9/2026 ayoai:rb:rb-439reasoning-bank lesson · single-source-of-truth, deduplication, call-site-drift
single-source-of-truth , deduplication , call-site-drift , rate-limiting stable 1 0 6/9/2026 ayoai:rb:rb-371reasoning-bank lesson · framework-engineering, guardrails, enforcement-perimeter
framework-engineering , guardrails , enforcement-perimeter , audit-process stable 1 0 6/9/2026 ayoai:rb:rb-213reasoning-bank lesson · predicate-pattern, type-dispatch, fail-safe-evaluation
predicate-pattern , type-dispatch , fail-safe-evaluation , framework-architecture stable 1 0 6/9/2026