ayoai:rb:rb-1581reasoning-bank lesson · ops-gotcha, uncommitted-work-gate, goal-close-sequencing
ops-gotcha , uncommitted-work-gate , goal-close-sequencing , framework-hygiene stable 1 46~0.7/day
6/10/2026 ayoai:rb:rb-1578reasoning-bank lesson · ops-gotcha, monitoring, data-verification
ops-gotcha , monitoring , data-verification , scoring-lag stable 1 0 6/10/2026 ayoai:rb:rb-1576reasoning-bank lesson · ops-gotcha, daemon, storage-latency
ops-gotcha , daemon , storage-latency , idempotency stable 1 0 6/10/2026 ayoai:rb:rb-1573reasoning-bank lesson · recurring-cadence, false-positive-prevention, monitoring-thresholds
recurring-cadence , false-positive-prevention , monitoring-thresholds , queue-contention stable 1 0 6/10/2026 ayoai:rb:rb-1571reasoning-bank lesson · tree-integrity, phantom-registration, verify-before-assuming
tree-integrity , phantom-registration , verify-before-assuming , ops-gotcha stable 1 0 6/10/2026 ayoai:rb:rb-1568reasoning-bank lesson · ops-gotcha, stdin-handling, hook-architecture
ops-gotcha , stdin-handling , hook-architecture , process-orphaning stable 1 0 6/10/2026 ayoai:rb:rb-1566reasoning-bank lesson · ops-gotcha, duplication-gate, handoff
ops-gotcha , duplication-gate , handoff , cross-lane stable 1 0 6/10/2026 ayoai:rb:rb-1563reasoning-bank lesson · ops-gotcha, probe-design, parse-correctness
ops-gotcha , probe-design , parse-correctness , label-anchored-extraction stable 1 0 6/10/2026 ayoai:rb:rb-1562reasoning-bank lesson · subprocess-hang, cross-platform, pure-helper
subprocess-hang , cross-platform , pure-helper , live-round-trip stable 1 0 6/10/2026 ayoai:rb:rb-1560reasoning-bank lesson · ops-gotcha, configuration-validation, schema-compliance
ops-gotcha , configuration-validation , schema-compliance , script-input-format stable 1 0 6/10/2026 zds:guardrail:guard-57guardrail · ops-gotcha, aws, destructive-actions
ops-gotcha , aws , destructive-actions , verify-before-assuming stable 1 7~0.1/day
6/10/2026 zds:guardrail:guard-85guardrail · ops-gotcha, local-llm, gpu-wedge
ops-gotcha , local-llm , gpu-wedge , diagnostics stable 1 0 6/9/2026 zds:guardrail:guard-77guardrail · ops-gotcha, cloud-infrastructure, resource-naming
ops-gotcha , cloud-infrastructure , resource-naming , provisioning-safety stable 1 0 6/9/2026 zds:guardrail:guard-76guardrail · ops-gotcha, path-resolution, bash-scripting
ops-gotcha , path-resolution , bash-scripting , external-mounts stable 1 0 6/9/2026 zds:guardrail:guard-74guardrail · documentation-audit, verification-methodology, architectural-consistency
documentation-audit , verification-methodology , architectural-consistency , contradiction-detection stable 1 0 6/9/2026 zds:guardrail:guard-72guardrail · ops-gotcha, data-consistency, outreach
ops-gotcha , data-consistency , outreach , send-path stable 1 0 6/9/2026 zds:guardrail:guard-70guardrail · ops-gotcha, path-resolution, environment-variables
ops-gotcha , path-resolution , environment-variables , shell-scripts stable 1 0 6/9/2026 zds:guardrail:guard-69guardrail · workflow-orchestration, multi-agent-systems, parallel-execution
workflow-orchestration , multi-agent-systems , parallel-execution , timeout-handling stable 1 0 6/9/2026 zds:guardrail:guard-61guardrail · ops-gotcha, path-resolution, documentation-audit
ops-gotcha , path-resolution , documentation-audit , configuration-regression stable 1 0 6/9/2026 zds:guardrail:guard-58guardrail · ops-gotcha, deadline-management, compliance
ops-gotcha , deadline-management , compliance , submission-workflow stable 1 0 6/9/2026 zds:guardrail:guard-53guardrail · ops-gotcha, tool-usage, shell-scripting
ops-gotcha , tool-usage , shell-scripting , error-handling stable 1 0 6/9/2026 zds:guardrail:guard-47guardrail · ops-gotcha, persistence, verification
ops-gotcha , persistence , verification , iam-misconfiguration stable 1 0 6/9/2026 zds:guardrail:guard-40guardrail · ops-gotcha, security-invariant, shell-scripting
ops-gotcha , security-invariant , shell-scripting , access-control stable 1 0 6/9/2026 zds:guardrail:guard-35guardrail · ops-gotcha, queue-awareness, deduplication
ops-gotcha , queue-awareness , deduplication , data-structure-location stable 1 2~0.9/mo
6/9/2026 zds:guardrail:guard-34guardrail · ops-gotcha, cli-debugging, queue-management
ops-gotcha , cli-debugging , queue-management , goal-tracking stable 1 0 6/9/2026 zds:guardrail:guard-26guardrail · ops-gotcha, windows, git-bash
ops-gotcha , windows , git-bash , cli-integration stable 1 0 6/9/2026 zds:guardrail:guard-27guardrail · ops-gotcha, content-generation, credentials
ops-gotcha , content-generation , credentials , review-gate stable 1 3~1.4/mo
6/9/2026 zds:guardrail:guard-22guardrail · shell-piping, environment-variables, script-debugging
shell-piping , environment-variables , script-debugging , ops-gotcha stable 1 0 6/9/2026 zds:guardrail:guard-21guardrail · ops-gotcha, windows, msys
ops-gotcha , windows , msys , shell stable 1 0 6/9/2026 zds:guardrail:guard-17guardrail · ops-gotcha, bash, exit-code
ops-gotcha , bash , exit-code , pipeline-fallacy stable 1 0 6/9/2026 zds:guardrail:guard-9guardrail · bash, shell-quoting, cli-commands
bash , shell-quoting , cli-commands , ops-gotcha stable 1 0 6/9/2026 zds:guardrail:guard-8guardrail · ops-gotcha, json-encoding, daemon-scripts
ops-gotcha , json-encoding , daemon-scripts , utf-8 stable 1 0 6/9/2026 zds:guardrail:guard-6guardrail · ops-gotcha, serverless-architecture, email-forwarding
ops-gotcha , serverless-architecture , email-forwarding , infinite-recursion stable 1 0 6/9/2026 zds:rb:rb-231reasoning-bank lesson · ops-gotcha, aws, iam
ops-gotcha , aws , iam , lambda stable 1 0 6/9/2026 zds:rb:rb-218reasoning-bank lesson · capability-wiring, ops-gotcha, diagnostics
capability-wiring , ops-gotcha , diagnostics , process-integration stable 1 0 6/9/2026 zds:rb:rb-162reasoning-bank lesson · ops-gotcha, verification, fail-open
ops-gotcha , verification , fail-open , data-consistency stable 1 0 6/9/2026 zds:rb:rb-158reasoning-bank lesson · goal-defer, capability-gate, false-positive-prevention
goal-defer , capability-gate , false-positive-prevention , structured-data stable 1 0 6/9/2026 zds:rb:rb-157reasoning-bank lesson · ops-gotcha, path-resolution, config-scope
ops-gotcha , path-resolution , config-scope , silent-failure stable 1 0 6/9/2026 zds:rb:rb-135reasoning-bank lesson · tree-maintenance, distillation, state-management
tree-maintenance , distillation , state-management , front-matter stable 1 0 6/9/2026 zds:rb:rb-119reasoning-bank lesson · ops-gotcha, environment-variables, serverless-debugging
ops-gotcha , environment-variables , serverless-debugging , configuration-hierarchy stable 1 0 6/9/2026 zds:rb:rb-99reasoning-bank lesson · iam, cloud-email, least-privilege
iam , cloud-email , least-privilege , access-denied stable 1 0 6/9/2026 zds:rb:rb-66reasoning-bank lesson · daemon-helpers, defaulted-parameters, source-routing
daemon-helpers , defaulted-parameters , source-routing , silent-failures stable 1 0 6/9/2026 zds:rb:rb-64reasoning-bank lesson · deployment-gates, git-workflow, ci-cd
deployment-gates , git-workflow , ci-cd , manual-approval stable 1 0 6/9/2026 zds:rb:rb-38reasoning-bank lesson · windows, bash-invocation, inline-json
windows , bash-invocation , inline-json , python-invocation stable 1 0 6/9/2026 ayoai:guardrail:guard-711guardrail · ops-gotcha, alert-interpretation, false-positive-prevention
ops-gotcha , alert-interpretation , false-positive-prevention , monitoring stable 1 0 6/9/2026 ayoai:guardrail:guard-710guardrail · ops-gotcha, daemon-write, idempotency
ops-gotcha , daemon-write , idempotency , timeout-handling stable 1 2~0.9/mo
6/9/2026 ayoai:guardrail:guard-709guardrail · ops-gotcha, capability-routing, user-directive
ops-gotcha , capability-routing , user-directive , audit-logic stable 1 0 6/9/2026 ayoai:guardrail:guard-707guardrail · curation, active-forgetting, doc-reference
curation , active-forgetting , doc-reference , ops-gotcha stable 1 0 6/9/2026 ayoai:guardrail:guard-706guardrail · ops-gotcha, inference-engine, api-endpoints
ops-gotcha , inference-engine , api-endpoints , configuration stable 1 0 6/9/2026 ayoai:guardrail:guard-703guardrail · ops-gotcha, inference-substrate, llm-serving
ops-gotcha , inference-substrate , llm-serving , structured-output stable 1 0 6/9/2026 ayoai:guardrail:guard-700guardrail · ops-gotcha, long-running-tasks, claim-management
ops-gotcha , long-running-tasks , claim-management , heartbeat-pattern stable 1 0 6/9/2026 ayoai:guardrail:guard-698guardrail · ops-gotcha, daemon-architecture, subprocess-invocation
ops-gotcha , daemon-architecture , subprocess-invocation , stdin-payload stable 1 0 6/9/2026 ayoai:guardrail:guard-697guardrail · ops-gotcha, event-encoding, data-integrity
ops-gotcha , event-encoding , data-integrity , scripting stable 1 0 6/9/2026 ayoai:guardrail:guard-696guardrail · bash-pitfalls, pipeline-exit-codes, test-verification
bash-pitfalls , pipeline-exit-codes , test-verification , false-positive-prevention stable 1 0 6/9/2026 ayoai:guardrail:guard-693guardrail · ops-gotcha, ownership-patterns, cutover-safety
ops-gotcha , ownership-patterns , cutover-safety , data-authority stable 1 0 6/9/2026 ayoai:guardrail:guard-691guardrail · write-surface, l1-gate, cross-repo
write-surface , l1-gate , cross-repo , ops-gotcha stable 1 0 6/9/2026 ayoai:guardrail:guard-692guardrail · ops-gotcha, idempotency, registration-scripts
ops-gotcha , idempotency , registration-scripts , data-integrity stable 1 0 6/9/2026 ayoai:guardrail:guard-690guardrail · ops-gotcha, git, cli-syntax
ops-gotcha , git , cli-syntax , commit-workflow stable 1 0 6/9/2026 ayoai:guardrail:guard-688guardrail · ops-gotcha, concurrency-control, multi-agent
ops-gotcha , concurrency-control , multi-agent , override-mechanism stable 1 0 6/9/2026 ayoai:guardrail:guard-687guardrail · ops-gotcha, bash-scripting, path-resolution
ops-gotcha , bash-scripting , path-resolution , environment-variables stable 1 0 6/9/2026 ayoai:guardrail:guard-685guardrail · concurrency, file-locking, race-condition
concurrency , file-locking , race-condition , batch-processing stable 1 0 6/9/2026 ayoai:guardrail:guard-676guardrail · gate-logic, time-series, data-validation
gate-logic , time-series , data-validation , ops-gotcha stable 1 0 6/9/2026 ayoai:guardrail:guard-673guardrail · ops-gotcha, bash-tooling, background-processes
ops-gotcha , bash-tooling , background-processes , stdout-pipe stable 1 0 6/9/2026 ayoai:guardrail:guard-671guardrail · ops-gotcha, multi-agent, commit-discipline
ops-gotcha , multi-agent , commit-discipline , background-task stable 1 0 6/9/2026 ayoai:guardrail:guard-667guardrail · data-integrity, shared-store, schema-evolution
data-integrity , shared-store , schema-evolution , ops-gotcha stable 1 0 6/9/2026 ayoai:guardrail:guard-664guardrail · python-cli, stdin-handling, blocking-read
python-cli , stdin-handling , blocking-read , cross-platform stable 1 0 6/9/2026 ayoai:guardrail:guard-665guardrail · ops-gotcha, shell-scripting, bash
ops-gotcha , shell-scripting , bash , grep stable 1 0 6/9/2026 ayoai:guardrail:guard-661guardrail · ops-gotcha, yaml-manipulation, data-type-coercion
ops-gotcha , yaml-manipulation , data-type-coercion , configuration-management stable 1 0 6/9/2026 ayoai:guardrail:guard-660guardrail · offline-evaluation, replay-fidelity, data-validation
offline-evaluation , replay-fidelity , data-validation , ops-gotcha stable 1 0 6/9/2026 ayoai:guardrail:guard-658guardrail · ops-gotcha, arg-parsing, script-invocation
ops-gotcha , arg-parsing , script-invocation , state-management stable 1 0 6/9/2026 ayoai:guardrail:guard-659guardrail · ops-gotcha, silent-failure, bash-json
ops-gotcha , silent-failure , bash-json , shell-scripting stable 1 0 6/9/2026 ayoai:guardrail:guard-657guardrail · ops-gotcha, scoring-pipeline, session-validation
ops-gotcha , scoring-pipeline , session-validation , data-integrity stable 1 0 6/9/2026 ayoai:guardrail:guard-656guardrail · ops-gotcha, pytest, test-verification
ops-gotcha , pytest , test-verification , false-fail stable 1 0 6/9/2026 ayoai:guardrail:guard-655guardrail · ops-gotcha, shared-checkout, gate-dispatch
ops-gotcha , shared-checkout , gate-dispatch , multi-agent-coordination stable 1 13~0.2/day
6/9/2026 ayoai:guardrail:guard-654guardrail · ops-gotcha, calibration, reflect-on-self
ops-gotcha , calibration , reflect-on-self , verify-before-assuming stable 1 0 6/9/2026 ayoai:guardrail:guard-650guardrail · ops-gotcha, goal-execution, verify-before-reapply
ops-gotcha , goal-execution , verify-before-reapply , idempotency stable 1 0 6/9/2026 ayoai:guardrail:guard-649guardrail · ops-gotcha, windows, encoding
ops-gotcha , windows , encoding , json-piping stable 1 0 6/9/2026 ayoai:guardrail:guard-648guardrail · ops-gotcha, session-verification, distributed-file-system
ops-gotcha , session-verification , distributed-file-system , data-integrity stable 1 0 6/9/2026 ayoai:guardrail:guard-647guardrail · ops-gotcha, stale-read, verify-before-assuming
ops-gotcha , stale-read , verify-before-assuming , infrastructure-monitoring stable 1 0 6/9/2026 ayoai:guardrail:guard-642guardrail · ops-gotcha, arg-parsing, script-invocation
ops-gotcha , arg-parsing , script-invocation , guardrail stable 1 0 6/9/2026 ayoai:guardrail:guard-640guardrail · ops-gotcha, data-ingestion, schema-mismatch
ops-gotcha , data-ingestion , schema-mismatch , jsonl stable 1 0 6/9/2026 ayoai:guardrail:guard-639guardrail · ops-gotcha, gradle, test-discovery
ops-gotcha , gradle , test-discovery , build-pipeline stable 1 3~1.4/mo
6/9/2026 ayoai:guardrail:guard-636guardrail · logging, validation, json-structure
logging , validation , json-structure , date-formatting stable 1 0 6/9/2026 ayoai:guardrail:guard-634guardrail · ops-gotcha, testing, exit-code
ops-gotcha , testing , exit-code , ci-cd stable 1 0 6/9/2026 ayoai:guardrail:guard-632guardrail · ops-gotcha, schema-validation, json-payload
ops-gotcha , schema-validation , json-payload , deployment-scripts stable 1 0 6/9/2026 ayoai:guardrail:guard-627guardrail · ops-gotcha, alert-handling, verify-before-assuming
ops-gotcha , alert-handling , verify-before-assuming , external-alert stable 1 0 6/9/2026 ayoai:guardrail:guard-626guardrail · ops-gotcha, pipe-exit-code, test-verification
ops-gotcha , pipe-exit-code , test-verification , false-positive-prevention stable 1 0 6/9/2026 ayoai:guardrail:guard-620guardrail · daemon-architecture, header-validation, data-integrity
daemon-architecture , header-validation , data-integrity , ops-gotcha stable 1 0 6/9/2026 ayoai:guardrail:guard-616guardrail · yaml-syntax, config-management, silent-degradation
yaml-syntax , config-management , silent-degradation , ops-gotcha stable 1 0 6/9/2026 ayoai:guardrail:guard-606guardrail · utf8, ascii-sanitize, heredoc
utf8 , ascii-sanitize , heredoc , stdin-encoding stable 1 0 6/9/2026 ayoai:guardrail:guard-602guardrail · ops-gotcha, wrapper-pattern, silent-failure
ops-gotcha , wrapper-pattern , silent-failure , orchestration stable 1 0 6/9/2026 ayoai:guardrail:guard-598guardrail · shell-scripting, regression-testing, test-fixture-drift
shell-scripting , regression-testing , test-fixture-drift , sandbox-isolation stable 1 0 6/9/2026 ayoai:guardrail:guard-597guardrail · ops-gotcha, verify-before-report, service-lifecycle
ops-gotcha , verify-before-report , service-lifecycle , false-positive-prevention stable 1 0 6/9/2026 ayoai:guardrail:guard-594guardrail · validation-logic, threshold-calibration, ops-gotcha
validation-logic , threshold-calibration , ops-gotcha , input-safety stable 1 0 6/9/2026 ayoai:guardrail:guard-593guardrail · code-generation, ops-gotcha, payload-construction
code-generation , ops-gotcha , payload-construction , silent-failure stable 1 0 6/9/2026 ayoai:guardrail:guard-592guardrail · shell-scripting, bash-pipefail, error-handling
shell-scripting , bash-pipefail , error-handling , script-authoring stable 1 0 6/9/2026 ayoai:guardrail:guard-590guardrail · import-cycle-prevention, ops-gotcha, documentation-sync
import-cycle-prevention , ops-gotcha , documentation-sync , audit-discipline stable 1 0 6/9/2026 ayoai:guardrail:guard-582guardrail · daemon-architecture, wrapper-discipline, single-source-of-truth
daemon-architecture , wrapper-discipline , single-source-of-truth , ops-gotcha stable 1 0 6/9/2026 ayoai:guardrail:guard-577guardrail · test-design, pytest, monkeypatch
test-design , pytest , monkeypatch , module-level-constants stable 1 0 6/9/2026 ayoai:guardrail:guard-576guardrail · ops-gotcha, encoding, heredoc
ops-gotcha , encoding , heredoc , json-parsing stable 1 0 6/9/2026 ayoai:guardrail:guard-573guardrail · ops-gotcha, integration-design, server-startup
ops-gotcha , integration-design , server-startup , environment-injection stable 1 0 6/9/2026 ayoai:guardrail:guard-571guardrail · goal-management, state-persistence, ttl-misconfiguration
goal-management , state-persistence , ttl-misconfiguration , human-in-the-loop stable 1 0 6/9/2026 ayoai:guardrail:guard-569guardrail · aws, performance, subprocess
aws , performance , subprocess , boto3 stable 1 0 6/9/2026 ayoai:guardrail:guard-565guardrail · daemon-concurrency, threading-safety, global-state-management
daemon-concurrency , threading-safety , global-state-management , serialization-lock stable 1 0 6/9/2026 ayoai:guardrail:guard-564guardrail · daemon-cutover, ops-gotcha, endpoint-registry
daemon-cutover , ops-gotcha , endpoint-registry , cruft-prevention stable 1 0 6/9/2026 ayoai:guardrail:guard-563guardrail · ops-gotcha, filename-conventions, schema-validation
ops-gotcha , filename-conventions , schema-validation , deployment-scripts stable 1 0 6/9/2026 ayoai:guardrail:guard-562guardrail · configuration-management, debugging, default-values
configuration-management , debugging , default-values , code-analysis stable 1 4~1.8/mo
6/9/2026 ayoai:guardrail:guard-561guardrail · ops-gotcha, bash-environment, pipeline-debugging
ops-gotcha , bash-environment , pipeline-debugging , path-resolution stable 1 0 6/9/2026 ayoai:guardrail:guard-560guardrail · ops-gotcha, python-invocation, heredoc
ops-gotcha , python-invocation , heredoc , stdin-handling stable 1 0 6/9/2026 ayoai:guardrail:guard-559guardrail · ops-gotcha, daemon-staleness, json-decoding
ops-gotcha , daemon-staleness , json-decoding , wrapper-patterns stable 1 0 6/9/2026 ayoai:guardrail:guard-557guardrail · ops-gotcha, curriculum, false-skip-prevention
ops-gotcha , curriculum , false-skip-prevention , framework-modification stable 1 0 6/9/2026 ayoai:guardrail:guard-555guardrail · ops-gotcha, subprocess, windows
ops-gotcha , subprocess , windows , deadlock stable 1 0 6/9/2026 ayoai:guardrail:guard-545guardrail · windows, json, utf-8
windows , json , utf-8 , encoding stable 1 0 6/9/2026 ayoai:guardrail:guard-546guardrail · collision-gate, witness-chain, session-validation
collision-gate , witness-chain , session-validation , security-guardrail stable 1 0 6/9/2026 ayoai:guardrail:guard-543guardrail · ops-gotcha, state-race, toctou-prevention
ops-gotcha , state-race , toctou-prevention , concurrency stable 1 0 6/9/2026 ayoai:guardrail:guard-542guardrail · bash, shell-scripting, ops-gotcha
bash , shell-scripting , ops-gotcha , file-handling stable 1 0 6/9/2026 ayoai:guardrail:guard-534guardrail · code-review, verification-discipline, error-handling
code-review , verification-discipline , error-handling , script-comparison stable 1 0 6/9/2026 ayoai:guardrail:guard-530guardrail · ops-gotcha, session-management, cleanup-logic
ops-gotcha , session-management , cleanup-logic , state-files stable 1 0 6/9/2026 ayoai:guardrail:guard-529guardrail · ops-gotcha, shell-debugging, stream-separation
ops-gotcha , shell-debugging , stream-separation , diagnostics stable 1 0 6/9/2026 ayoai:guardrail:guard-528guardrail · ops-gotcha, windows, subprocess
ops-gotcha , windows , subprocess , wsl-bash stable 1 0 6/9/2026 ayoai:guardrail:guard-523guardrail · notification-fidelity, deterministic-wrapper, llm-guardrail
notification-fidelity , deterministic-wrapper , llm-guardrail , content-integrity stable 1 0 6/9/2026 ayoai:guardrail:guard-522guardrail · ops-gotcha, bash, python-interop
ops-gotcha , bash , python-interop , inherit-errexit 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-509guardrail · investigation-discipline, chain-tracing, multi-stage-failure
investigation-discipline , chain-tracing , multi-stage-failure , ops-gotcha stable 1 0 6/9/2026 ayoai:guardrail:guard-507guardrail · windows-long-path, file-iteration, cross-platform-portability
windows-long-path , file-iteration , cross-platform-portability , ops-gotcha stable 1 17~0.3/day
6/9/2026 ayoai:guardrail:guard-508guardrail · intent-generation, candidate-emission, ops-gotcha
intent-generation , candidate-emission , ops-gotcha , autonomous-agents stable 1 0 6/9/2026 ayoai:guardrail:guard-504guardrail · bash-shell, python-invocation, quoting
bash-shell , python-invocation , quoting , ops-gotcha stable 1 0 6/9/2026 ayoai:guardrail:guard-497guardrail · ops-gotcha, schema-corruption, jsonl-updates
ops-gotcha , schema-corruption , jsonl-updates , nested-keys stable 1 0 6/9/2026 ayoai:guardrail:guard-496guardrail · ops-gotcha, measurement-integrity, code-maintenance
ops-gotcha , measurement-integrity , code-maintenance , metric-tracking stable 1 0 6/9/2026 ayoai:guardrail:guard-495guardrail · regex, path-patterns, lookbehind
regex , path-patterns , lookbehind , alternation stable 1 0 6/9/2026 ayoai:guardrail:guard-493guardrail · multi-agent, coordination, bash-scripting
multi-agent , coordination , bash-scripting , environment-variables stable 1 0 6/9/2026 ayoai:guardrail:guard-488guardrail · ops-gotcha, agent-versioning, hook-timeout
ops-gotcha , agent-versioning , hook-timeout , diagnostics stable 1 0 6/9/2026 ayoai:guardrail:guard-487guardrail · fail-closed, suppression-gate, parse-error
fail-closed , suppression-gate , parse-error , ops-gotcha stable 1 0 6/9/2026 ayoai:guardrail:guard-484guardrail · python-packaging, version-control, ops-gotcha
python-packaging , version-control , ops-gotcha , shared-dependencies stable 1 0 6/9/2026 ayoai:guardrail:guard-483guardrail · ops-gotcha, git, release-tagging
ops-gotcha , git , release-tagging , shared-libraries stable 1 0 6/9/2026 ayoai:guardrail:guard-473guardrail · framework-architecture, prompt-engineering, agent-orchestration
framework-architecture , prompt-engineering , agent-orchestration , ops-gotcha stable 1 0 6/9/2026 ayoai:guardrail:guard-469guardrail · ops-gotcha, verify-user-claim, re-probe
ops-gotcha , verify-user-claim , re-probe , false-positive-prevention stable 1 0 6/9/2026 ayoai:guardrail:guard-465guardrail · ops-gotcha, monitoring, schema-vs-semantics
ops-gotcha , monitoring , schema-vs-semantics , alerting-blindspots stable 1 0 6/9/2026 ayoai:guardrail:guard-451guardrail · ops-gotcha, aws-cli, windows
ops-gotcha , aws-cli , windows , git-bash stable 1 0 6/9/2026 ayoai:guardrail:guard-447guardrail · ops-gotcha, fail-fast, preflight-check
ops-gotcha , fail-fast , preflight-check , service-launch stable 1 0 6/9/2026 ayoai:guardrail:guard-330guardrail · ops-gotcha, validation, silent-fallback
ops-gotcha , validation , silent-fallback , jsonl-integrity stable 1 0 6/9/2026 ayoai:guardrail:guard-144guardrail · ops-gotcha, windows, python
ops-gotcha , windows , python , shell-scripting stable 1 0 6/9/2026 ayoai:guardrail:guard-143guardrail · pipeline-hygiene, ops-gotcha, first-principles
pipeline-hygiene , ops-gotcha , first-principles , hypothesis-management stable 1 0 6/9/2026 ayoai:guardrail:guard-125guardrail · ops-gotcha, gpu, vram
ops-gotcha , gpu , vram , troubleshooting stable 1 0 6/9/2026 ayoai:guardrail:guard-122guardrail · ops-gotcha, inference-server, context-window
ops-gotcha , inference-server , context-window , prompt-engineering stable 1 0 6/9/2026 ayoai:guardrail:guard-119guardrail · ops-gotcha, ci-verification, deployment
ops-gotcha , ci-verification , deployment , environment-differences stable 1 0 6/9/2026 ayoai:guardrail:guard-115guardrail · ops-gotcha, path-conversion, bash-python-integration
ops-gotcha , path-conversion , bash-python-integration , cross-platform stable 1 0 6/9/2026 ayoai:guardrail:guard-112guardrail · agent-architecture, forged-skills, diagnostics
agent-architecture , forged-skills , diagnostics , false-positive-prevention stable 1 0 6/9/2026 ayoai:guardrail:guard-110guardrail · ci-deployment, retry-logic, exponential-backoff
ci-deployment , retry-logic , exponential-backoff , ops-gotcha stable 1 0 6/9/2026 ayoai:guardrail:guard-111guardrail · ops-gotcha, nosql, ttl
ops-gotcha , nosql , ttl , observability stable 1 0 6/9/2026 ayoai:rb:rb-1550reasoning-bank lesson · ops-gotcha, session-discovery, false-negative-prevention
ops-gotcha , session-discovery , false-negative-prevention , wrapper-scripts stable 1 0 6/9/2026 ayoai:rb:rb-1539reasoning-bank lesson · ops-gotcha, measurement-gap, false-positive-prevention
ops-gotcha , measurement-gap , false-positive-prevention , metrics-debugging stable 1 9~0.1/day
6/9/2026 ayoai:rb:rb-1533reasoning-bank lesson · ops-gotcha, stranded-claim, sweep-false-positive
ops-gotcha , stranded-claim , sweep-false-positive , diary-ordering stable 1 0 6/9/2026 ayoai:rb:rb-1529reasoning-bank lesson · cross-agent-review, attribution-gap, verify-before-assuming
cross-agent-review , attribution-gap , verify-before-assuming , git-diagnostics stable 1 0 6/9/2026 ayoai:rb:rb-1526reasoning-bank lesson · goal-dependencies, verdict-gates, false-positive-prevention
goal-dependencies , verdict-gates , false-positive-prevention , status-vs-verdict stable 1 0 6/9/2026 ayoai:rb:rb-1512reasoning-bank lesson · sync-architecture, data-authority, sweep-logic
sync-architecture , data-authority , sweep-logic , remote-store stable 1 0 6/9/2026 ayoai:rb:rb-1502reasoning-bank lesson · readback-verification, load-bearing-write, ops-gotcha
readback-verification , load-bearing-write , ops-gotcha , post-insertion-verification stable 1 0 6/9/2026 ayoai:rb:rb-1492reasoning-bank lesson · capability-routing, write-scope, documentation-goals
capability-routing , write-scope , documentation-goals , insight-triggers stable 1 0 6/9/2026 ayoai:rb:rb-1483reasoning-bank lesson · ops-gotcha, lint-baseline, verification
ops-gotcha , lint-baseline , verification , type-checking stable 1 0 6/9/2026 ayoai:rb:rb-1476reasoning-bank lesson · ops-gotcha, stranded-claim-sweep, execution-diary
ops-gotcha , stranded-claim-sweep , execution-diary , framework-maintenance stable 1 0 6/9/2026 ayoai:rb:rb-1446reasoning-bank lesson · ops-gotcha, daemon-restart, environment-variables
ops-gotcha , daemon-restart , environment-variables , fail-closed stable 1 0 6/9/2026 ayoai:rb:rb-1439reasoning-bank lesson · ops-gotcha, daemon-cutover, write-verification
ops-gotcha , daemon-cutover , write-verification , error-handling stable 1 0 6/9/2026 ayoai:rb:rb-1435reasoning-bank lesson · ops-gotcha, runtime-discovery, api-integration
ops-gotcha , runtime-discovery , api-integration , stale-configuration stable 1 0 6/9/2026 ayoai:rb:rb-1424reasoning-bank lesson · guard-staleness, baseline-decay, verify-before-assuming
guard-staleness , baseline-decay , verify-before-assuming , ops-gotcha stable 1 0 6/9/2026 ayoai:rb:rb-1423reasoning-bank lesson · ops-gotcha, positional-args, silent-failure
ops-gotcha , positional-args , silent-failure , script-debugging stable 1 0 6/9/2026 ayoai:rb:rb-1417reasoning-bank lesson · ops-gotcha, chain-verification, event-streams
ops-gotcha , chain-verification , event-streams , backfill-integrity stable 1 0 6/9/2026 ayoai:rb:rb-1412reasoning-bank lesson · pytest, dependency-drift, virtual-environment
pytest , dependency-drift , virtual-environment , collection-error stable 1 0 6/9/2026 ayoai:rb:rb-1409reasoning-bank lesson · workflow-orchestration, structured-output, agent-orchestration
workflow-orchestration , structured-output , agent-orchestration , ops-gotcha stable 1 0 6/9/2026 ayoai:rb:rb-1394reasoning-bank lesson · alert-triage, ops-gotcha, attribution
alert-triage , ops-gotcha , attribution , runtime-failure stable 1 0 6/9/2026 ayoai:rb:rb-1388reasoning-bank lesson · ops-gotcha, path-resolution, bash-hooks
ops-gotcha , path-resolution , bash-hooks , virtual-paths stable 1 0 6/9/2026 ayoai:rb:rb-1377reasoning-bank lesson · ops-gotcha, reader-writer-contract, idempotency
ops-gotcha , reader-writer-contract , idempotency , deduplication stable 1 0 6/9/2026 ayoai:rb:rb-1378reasoning-bank lesson · java, diagnostics, fat-jar
java , diagnostics , fat-jar , linkage-error stable 1 0 6/9/2026 ayoai:rb:rb-1376reasoning-bank lesson · ops-gotcha, exit-code, shell-pipeline
ops-gotcha , exit-code , shell-pipeline , test-verification stable 1 0 6/9/2026 ayoai:rb:rb-1369reasoning-bank lesson · ops-gotcha, cloud-sync-corruption, history-recovery
ops-gotcha , cloud-sync-corruption , history-recovery , null-byte-detection stable 1 0 6/9/2026 ayoai:rb:rb-1370reasoning-bank lesson · causal-attribution, debugging-strategy, schema-migration
causal-attribution , debugging-strategy , schema-migration , ops-gotcha stable 1 0 6/9/2026 ayoai:rb:rb-1353reasoning-bank lesson · ops-gotcha, metric-encoding-gate, force-flip
ops-gotcha , metric-encoding-gate , force-flip , recurring-close stable 1 0 6/9/2026 ayoai:rb:rb-1349reasoning-bank lesson · ops-gotcha, pipeline-archival, retention-policy
ops-gotcha , pipeline-archival , retention-policy , diagnostics stable 1 0 6/9/2026 ayoai:rb:rb-1345reasoning-bank lesson · ops-gotcha, jsonl-parse, stream-processing
ops-gotcha , jsonl-parse , stream-processing , silent-failure stable 1 0 6/9/2026 ayoai:rb:rb-1331reasoning-bank lesson · performance-regression, cold-start-gating, hot-loop-optimization
performance-regression , cold-start-gating , hot-loop-optimization , compute-envelope stable 1 0 6/9/2026 ayoai:rb:rb-1327reasoning-bank lesson · ops-gotcha, verify-before-assuming, tool-source-read
ops-gotcha , verify-before-assuming , tool-source-read , goal-queue-health stable 1 0 6/9/2026 ayoai:rb:rb-1324reasoning-bank lesson · test-hermeticity, subprocess, filesystem-state-isolation
test-hermeticity , subprocess , filesystem-state-isolation , concurrent-state stable 1 0 6/9/2026 ayoai:rb:rb-1321reasoning-bank lesson · ops-gotcha, pipeline, type-coercion
ops-gotcha , pipeline , type-coercion , python stable 1 0 6/9/2026 ayoai:rb:rb-1314reasoning-bank lesson · ops-gotcha, path-resolution, virtual-prefix
ops-gotcha , path-resolution , virtual-prefix , shell-scripting stable 1 0 6/9/2026 ayoai:rb:rb-1311reasoning-bank lesson · ops-gotcha, background-task, exit-code
ops-gotcha , background-task , exit-code , shell-scripting stable 1 0 6/9/2026 ayoai:rb:rb-1310reasoning-bank lesson · cli-architecture, stdin-handling, isatty-pitfall
cli-architecture , stdin-handling , isatty-pitfall , blocking-io stable 1 0 6/9/2026 ayoai:rb:rb-1294reasoning-bank lesson · ops-gotcha, llm-backend, context-overflow
ops-gotcha , llm-backend , context-overflow , kv-cache stable 1 0 6/9/2026 ayoai:rb:rb-1291reasoning-bank lesson · session-scoring, clock-skew, termination-artifacts
session-scoring , clock-skew , termination-artifacts , false-negative-prevention stable 1 0 6/9/2026 ayoai:rb:rb-1278reasoning-bank lesson · data-consistency, source-of-truth, deduplication
data-consistency , source-of-truth , deduplication , projection-pattern stable 1 0 6/9/2026 ayoai:rb:rb-1272reasoning-bank lesson · alerting, alert-fatigue, human-gated
alerting , alert-fatigue , human-gated , monitoring-architecture stable 1 0 6/9/2026 ayoai:rb:rb-1269reasoning-bank lesson · ops-gotcha, bash, diagnostic
ops-gotcha , bash , diagnostic , eof-misreport stable 1 0 6/9/2026 ayoai:rb:rb-1261reasoning-bank lesson · ops-gotcha, alert-staleness, verification-server
ops-gotcha , alert-staleness , verification-server , incident-triage stable 1 0 6/9/2026 ayoai:rb:rb-1255reasoning-bank lesson · ops-gotcha, background-task, build-verification
ops-gotcha , background-task , build-verification , shell-scripting stable 1 0 6/9/2026 ayoai:rb:rb-1254reasoning-bank lesson · probe-drift, data-validation, ops-gotcha
probe-drift , data-validation , ops-gotcha , schema-consistency stable 1 0 6/9/2026 ayoai:rb:rb-1253reasoning-bank lesson · goal-management, compaction-recovery, execution-logging
goal-management , compaction-recovery , execution-logging , false-positive-prevention stable 1 0 6/9/2026 ayoai:rb:rb-1244reasoning-bank lesson · gradle, build-system, incremental-compilation
gradle , build-system , incremental-compilation , java stable 1 0 6/9/2026 ayoai:rb:rb-1239reasoning-bank lesson · ops-gotcha, deduplication, idempotency
ops-gotcha , deduplication , idempotency , alert-suppression stable 1 0 6/9/2026 ayoai:rb:rb-1240reasoning-bank lesson · alert-matching, schema-validation, ops-gotcha
alert-matching , schema-validation , ops-gotcha , first-principles stable 1 0 6/9/2026 ayoai:rb:rb-1236reasoning-bank lesson · alert-triage, automation-failure, false-negative-prevention
alert-triage , automation-failure , false-negative-prevention , null-pointer-exception stable 1 0 6/9/2026 ayoai:rb:rb-1234reasoning-bank lesson · diagnostic-gap, sentinel-suppression, logging-pattern
diagnostic-gap , sentinel-suppression , logging-pattern , session-state stable 1 0 6/9/2026 ayoai:rb:rb-1209reasoning-bank lesson · agent-resolution, daemon-architecture, silent-fallback
agent-resolution , daemon-architecture , silent-fallback , store-endpoint stable 1 0 6/9/2026