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DevOps & Cloud
Deployment, cloud, containers, CI/CD, monitoring, and infrastructure
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Showing 4,585–4,608 of 20,173 skills
- Tetlocks 10 CommandmentsImprove forecast accuracy by following Philip Tetlock's 10 evidence-based principles from superforecaster research distinguishing top 2% predictorsVotes: 0GitHub stars: 22
- Team TopologiesOrganizational design framework using four team types and three interaction modes to optimize flow and reduce cognitive loadVotes: 0GitHub stars: 22
- System TrapsRecognize and escape archetypal failure patterns like policy resistance, tragedy of the commons, drift to low performance, and escalation dynamics that create recurring problems - apply structural solutions to vicious cycles when organizations exhibit dysfunctional behaviors despite changing people or adding resourcesVotes: 0GitHub stars: 22
- Stress TestingPush systems beyond normal operating conditions to find breaking points, capacity limits, and failure modes before they occur in productionVotes: 0GitHub stars: 22
- Streaming InferenceProcess unbounded data streams with sub-100ms predictions when real-time ML inference is requiredVotes: 0GitHub stars: 22
- Scale Free NetworksIdentify hub vulnerabilities when analyzing infrastructure resilience or planning targeted interventionsVotes: 0GitHub stars: 22
- RetrospectivesWhen your sprint/project ends - structured reflection framework that turns team experience into actionable improvementsVotes: 0GitHub stars: 22
- RedundancyBuild backup systems and duplicate critical components so single failures don't cascade into total system collapseVotes: 0GitHub stars: 22
- Occams RazorChoose simpler explanations over complex ones when both explain the evidence equally well, avoiding unnecessary assumptionsVotes: 0GitHub stars: 22
- Ml Streaming InferenceStreaming inference processes predictions on events as they arrive in real-time data streams with sub-second latencyVotes: 0GitHub stars: 22
- Ml Batch ProcessingBatch processing decouples prediction from real-time requests by pre-computing predictions on scheduled intervalsVotes: 0GitHub stars: 22
- Microservices ArchitectureDesign distributed systems as a collection of loosely coupled, independently deployable services organized around business capabilitiesVotes: 0GitHub stars: 22
- Fail SafesDesign systems to automatically transition to safe state when failures occur, preventing harm through built-in protective responsesVotes: 0GitHub stars: 22
- Event Driven ArchitectureDesign systems that react to state changes through asynchronous events, enabling loose coupling and scalabilityVotes: 0GitHub stars: 22
- Change AnalysisRoot cause investigation method that identifies the cause of problems by comparing the current failed state to a previous problem-free state to isolate what changedVotes: 0GitHub stars: 22
- Causal Tree AnalysisHierarchical root cause investigation technique that maps all necessary and sufficient conditions leading to an adverse event using tree-structured logicVotes: 0GitHub stars: 22
- CatalystsIdentify and deploy small interventions that lower activation energy for desired change without being consumed - accelerate reactions that would happen anywayVotes: 0GitHub stars: 22
- Bayes TheoremUpdate probability estimates as new evidence emerges - prior beliefs + likelihood of evidence = refined posterior probabilityVotes: 0GitHub stars: 22
- Backend For FrontendCreate client-specific backend services that aggregate and transform data from downstream microservices to match each frontend's unique needsVotes: 0GitHub stars: 22
- BackcastingStart from desired future state and work backwards to map pathways when current trajectory leads to unacceptable outcomes requiring transformational changeVotes: 0GitHub stars: 22
- Ambiguity EffectA preference for known risks over unknown risks, even when expected values are equivalentVotes: 0GitHub stars: 22
- VaultsManages case.dev encrypted document vaults for legal workflows. Creates vaults, uploads files and directories, lists and downloads objects, and runs semantic search across vault contents. Use when the user mentions "vault", "upload documents", "document storage", "download files", "vault search", or needs to manage case files and discovery documents.Votes: 0GitHub stars: 22
- Trid ToleranceClassifies closing costs into zero, 10% cumulative, and unlimited tolerance buckets under 12 CFR § 1026.19(e)(3). Validates changed circumstances for revised Loan Estimates and computes cure amounts. Use when reviewing a Closing Disclosure against a Loan Estimate, calculating tolerance variances, determining whether a revised LE is permitted, or computing cure amounts for tolerance violations.Votes: 0GitHub stars: 22
- Telecom Law SummaryGenerates executive-level summaries of recent US telecommunications law developments covering spectrum rights, network access, privacy, infrastructure, and enforcement. Structures analysis by topic with compliance deadlines and business impact. Use when briefing counsel, regulatory teams, or executives on FCC rulemakings, net neutrality, CPNI, 5G deployment, robocall enforcement, or the broader telecom legal landscape.Votes: 0GitHub stars: 22