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84 prompts across 16 modules
Generate CI Pipeline YAML
Generates a complete CI pipeline YAML with build, test, caching, and failure notification stages tailored to your stack and runtime.
Docker Build & Push Pipeline Step
Configures a Docker build-and-push step with multi-platform support, layer caching, vulnerability scanning, and registry authentication.
Parallel Test Stage with Test Intelligence
Sets up parallel test execution with Harness Test Intelligence to identify and skip unchanged tests, dramatically reducing pipeline runtime.
Dependency Caching Strategy
Designs a multi-layer caching strategy for your build tool to eliminate redundant dependency downloads and accelerate every subsequent build.
Canary Deployment Strategy
Designs a full canary deployment pipeline with traffic splitting, Continuous Verification gates, and automated rollback on SLO breach.
Blue-Green Deployment Pipeline
Builds a zero-downtime blue-green deployment with automated traffic switching, health validation, and instant rollback capability.
Kubernetes Deployment with Probes & CV
Configures a Kubernetes rolling deployment with liveness/readiness probes, HPA scaling, and Continuous Verification gates before promotion.
Progressive Feature Rollout Strategy
Designs a staged feature rollout plan with user targeting rules, traffic percentage controls, and automatic kill switches for safe releases.
A/B Testing Experiment Configuration
Configures an A/B testing experiment with control/treatment traffic splits, metric tracking, and statistical significance validation.
Cloud Resource Right-Sizing Analysis
Analyzes your cloud resources to identify over-provisioned workloads and generates right-sizing recommendations with projected cost savings.
Cloud Budget Alert Configuration
Sets up budget thresholds, anomaly detection rules, and automated cost governance alerts for your cloud accounts.
SAST Pipeline Integration
Integrates SAST scanning into your CI pipeline with severity-based quality gates and actionable developer-facing remediation guidance.
Container Image Vulnerability Scan
Adds container vulnerability scanning to your pipeline with SBOM generation, CVE thresholds, and policy-based enforcement gates.
Kubernetes Pod Failure Experiment
Designs a GameDay-ready pod failure experiment with configurable blast radius controls and real-time SLO impact monitoring.
Network Latency & Packet Loss Simulation
Creates a network latency and packet loss simulation to validate service resilience, circuit breaker behavior, and graceful degradation.
Service SLO Definition & Configuration
Defines SLIs, SLOs, and error budgets for your service with multi-window burn rate alerts and policy-based freeze workflows.
Service Catalog Microservice Template
Generates a Backstage-compatible service catalog template with ownership metadata, SLO links, and scaffolded CI/CD workflow starters.
Self-Service Environment Provisioning
Creates a self-service workflow that provisions ephemeral environments on demand with RBAC controls and TTL-based cleanup automation.
Service Health Scorecard Configuration
Defines service maturity scorecard checks across reliability, security, observability, and operational readiness dimensions.
Terraform Workspace & State Management
Sets up Terraform workspace configuration with remote state management, team RBAC controls, and module registry integration.
Infrastructure Drift Detection & Remediation
Configures scheduled drift detection for your Terraform workspaces with auto-remediation workflows and compliance reporting.
Infrastructure Change Approval Workflow
Builds a Terraform change approval workflow with pre-deployment cost estimation, RBAC-based approvals, and full audit trail logging.
DORA Metrics Dashboard Setup
Sets up a DORA metrics dashboard tracking Deployment Frequency, Lead Time, Change Failure Rate, and MTTR across all your teams.
Developer Productivity & Cycle Time Analysis
Analyzes developer cycle time, code review throughput, and PR merge velocity to surface and quantify productivity bottlenecks.
Sprint Analytics & Investment Allocation
Generates sprint velocity trends, engineering investment allocation breakdowns, and predictive capacity insights from your Jira data.
On-Demand Development Environment Setup
Configures on-demand cloud development environments with pre-installed tooling, auto-provisioning from Git, and cost-aware auto-hibernation.
Pre-Configured Workspace Standardization
Defines a standardized workspace template with consistent toolchains, IDE extensions, and security policies enforced across your entire dev team.
Private Artifact Registry Configuration
Sets up a private Harness Artifact Registry with multi-format support (Docker, Helm, Maven, npm), RBAC controls, and cross-region replication.
Artifact Security Scanning Policy
Configures artifact security scanning policies with CVE severity thresholds, license compliance checks, and SBOM attestation requirements.
SBOM Generation & Supply Chain Visibility
Generates and manages SBOMs for your software artifacts with SLSA provenance tracking, artifact signing, and full supply chain visibility.
Supply Chain Policy Enforcement with OPA
Defines OPA-based supply chain security policies that enforce signing requirements, SLSA levels, and block non-compliant artifacts at every gate.
Predictive Failure Analysis Configuration
Configures ML-based predictive failure analysis to detect anomalies in system metrics and trigger proactive alerts before outages occur.
Intelligent Alert Correlation & Noise Reduction
Sets up intelligent alert correlation to suppress noise, group related alerts by root cause, and surface only high-confidence actionable incidents.
Attribute-Based Access Control (ABAC) Setup
Designs an attribute-based access control framework with dynamic permission evaluation, JIT access workflows, and identity provider integration.
Policy as Code with Git-Based Management
Creates a git-based Policy as Code workflow with OPA rules, CI/CD enforcement gates, and version-controlled policy lifecycle management.
Compliance Automation & Audit Trail Management
Automates compliance monitoring, evidence collection, and audit reporting for SOC 2, PCI-DSS, and HIPAA regulatory requirements.
Incident Detection & Automated Response
Configures automated incident detection, on-call escalation routing, and runbook-driven response workflows to minimize MTTR.
Monorepo Multi-Service CI Pipeline
Builds a smart monorepo CI pipeline that detects changed services, constructs a dependency graph for shared libs, and runs only affected builds in parallel.
GitOps Progressive Delivery with Argo CD
Designs an end-to-end GitOps progressive delivery pipeline with Argo CD, per-environment overlays, canary analysis, and auto-rollback via Continuous Verification.
Reserved Instance & Savings Plan Advisor
Analyzes steady-state compute usage across cloud accounts and generates prioritized Reserved Instance and Savings Plan purchase recommendations with ROI modeling.
DAST API Security Testing Pipeline
Integrates DAST scanning (OWASP ZAP / StackHawk) into the Harness STO pipeline for REST/GraphQL APIs with OWASP Top 10 enforcement and Jira auto-ticket creation.
Incident Alert Triage & Root Cause Diagnosis
Guides an on-call engineer through structured incident triage — blast radius assessment, timeline reconstruction, ranked hypotheses, and immediate mitigation actions.
On-Call Shift Handover Report
Generates a structured end-of-shift on-call handover report covering incidents, open alerts, in-flight deployments, elevated-risk services, and prioritized action items.
Service Operational Runbook Generator
Creates a complete service operational runbook with health checks, common failure modes, resolution steps, escalation paths, and recovery playbooks for on-call engineers.
Service Catalog Documentation Generator
Generates a complete service documentation package — Backstage catalog-info.yaml, README sections, and API reference — ready for publishing to the IDP service catalog.
Architecture Decision Record (ADR) Generator
Creates a fully structured Architecture Decision Record (ADR) with context, considered alternatives comparison table, consequences, and implementation plan.
New Developer Onboarding Workflow
Designs an automated developer onboarding workflow provisioning Git access, Harness permissions, a CDE workspace, and Jira onboarding tickets on Day 1.
Sprint Planning & Capacity Forecast
Runs a data-driven sprint planning session — capacity calculation, backlog health check, risk flagging, and recommended sprint composition by category.
Release Readiness Assessment
Evaluates service release readiness across code quality, test coverage, security scans, infrastructure changes, and stakeholder communication with a Red/Amber/Green score.
Chaos Engineering GameDay Planner
Plans a full chaos engineering GameDay — agenda, per-experiment runbooks with Harness Chaos steps, observation metrics, emergency stop criteria, and a results capture template.
Pre-Deployment Terraform Cost Estimation
Estimates the monthly cost impact of pending Terraform changes using Infracost, flags budget anomalies, checks tag compliance, and generates a cost-gate OPA policy.
Build Failure Diagnosis
Diagnoses a CI build failure from logs and error output, identifies root cause, provides an exact fix, and recommends a prevention strategy.
Flaky Test Root Cause Analysis
Analyzes intermittent test failures across multiple pipeline runs to identify the flakiness type, root cause, and a concrete fix.
Dependency Conflict Resolution
Resolves package manager dependency conflicts blocking your build by identifying the conflicting packages and providing the exact resolution steps.
Deployment Readiness Check
Runs a pre-deployment readiness check across incidents, error budgets, pipeline health, change freezes, and rollback readiness to give a clear go/no-go.
Environment Drift Analysis
Compares staging and production environments for a service — versions, config, infrastructure, feature flags, and pending migrations — and flags drift.
Canary Rollout Decision Advisor
Analyzes live canary metrics vs. baseline to give a data-driven proceed / pause / rollback recommendation with the next steps to take.
PR Pipeline Impact Analysis
Analyzes a PR to identify which pipelines will trigger, downstream services affected, pipeline config changes needed, and the recommended deployment strategy.
Security-Focused PR Review
Performs a security-focused review of a PR for exposed secrets, new CVE-affected dependencies, OWASP Top 10 risks, and recommends STO scan gates.
PR to Production Tracker
Maps a PR's full journey from merge through CI, CD, and production verification — defining the pipeline chain, tracking tags, verification criteria, and rollback trigger.
Deployment-to-Incident Correlation
Correlates a live incident with recent Harness deployments to identify whether a deployment caused it and provides immediate mitigation or rollback steps.
Blast Radius & Service Impact Analysis
Maps the blast radius of a service outage — upstream callers, downstream dependencies, user-facing impact, SLO burn rate, and priority order for recovery.
Postmortem Generator
Generates a complete incident postmortem with 5-why RCA, impact summary, detection & response analysis, action items, and prevention recommendations.
Cost Spike Root Cause Analysis
Investigates a cloud cost spike by correlating with Harness pipeline activity, identifying top cost drivers, spotting orphaned resources, and recommending immediate reductions.
Idle Resource Detector
Audits cloud resources for idle compute, orphaned storage, zombie deployments, and stale flag environments — with estimated savings and a safe termination plan.
Pipeline Speed Optimization
Identifies pipeline speed bottlenecks and delivers a prioritized optimization plan covering parallelization, caching, test intelligence, and infrastructure right-sizing.
Cache Hit Rate Advisor
Diagnoses low cache hit rates for any build tool and provides an optimized key strategy, missing cache paths, Docker layer ordering, and ready-to-use Harness YAML.
Cross-System Incident Correlation
Cross-references failed Harness deployments with open Jira Sev-1 tickets and active Datadog alerts to surface the highest-priority incidents.
PR-to-Deployment Health Regression Analysis
Maps GitHub PRs merged in a given period to deployment health signals in Datadog, identifying which code changes caused reliability regressions.
Automated Postmortem Generation
Generates a complete postmortem document by combining Harness incident timeline, Datadog metrics, and linked Jira tickets into a structured report.
GitHub Advisory to OPA Security Gate
Queries GitHub Security Advisories for vulnerabilities in your service dependencies and auto-generates OPA policy gates to block affected builds.
Sprint Velocity vs. Pipeline Bottleneck Analysis
Analyzes Jira sprint data alongside Harness pipeline execution metrics to identify the engineering process bottlenecks slowing your deployments.
Weekly Flag Cleanup Assessment
Scans all feature flags in your project for zero-traffic, 100% rollout, and stale flags, and outputs a prioritized cleanup list with risk assessment.
Stale Flag Audit Report
Produces a comprehensive flag audit including last modification date, traffic volume, code references, and business impact classification for each flag.
Pre-Cleanup Flag Validation
Validates a specific flag for safe retirement by checking code references, dependencies, stakeholder approvals, and traffic history before providing a go/no-go.
Bulk Cleanup Phased Plan
Creates a phased, risk-tiered cleanup plan for multiple stale flags with timelines, stakeholder coordination steps, and rollback procedures.
Governance Policy Enforcement Setup
Designs and implements feature flag governance policies including mandatory expiration dates, owner validation, and automated compliance tracking.
Feature Flag Technical Debt Assessment
Evaluates flag-related technical debt across a service — flag count, targeting complexity, performance impact, and code complexity introduced by conditionals.
Automated Cleanup Workflow Setup
Sets up automated flag cleanup workflows with daily scans, owner notifications at 30/14/7 days before expiration, and safety-gated auto-archiving.
Cross-Team Flag Cleanup Coordination
Plans coordinated feature flag cleanup across multiple teams with shared-flag identification, approval workflows, and conflict resolution procedures.
Flag Compliance & Audit Report
Generates a compliance report flagging undocumented, orphaned, or policy-violating flags with a remediation plan for each violation.
Post-Cleanup Production Validation
Validates that a completed flag cleanup has not caused performance regressions, unexpected behavior, or monitoring gaps in production.
Emergency Flag Cleanup
Executes an emergency cleanup for flags causing performance degradation or security risks, with an immediate action plan and stakeholder communication.
Quarterly Flag Health Review
Conducts a quarterly review of flag lifecycle patterns, team compliance, and cleanup policy effectiveness, and generates a cleanup calendar for the next quarter.