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  • Jinja2 Infrastructure Template Engine

    Generates infrastructure-as-code configurations from Jinja2 templates with variable inheritance. Produces Terraform HCL, Ansible playbooks, and Kubernetes manifests from shared parameter files using hierarchical environment overlays.

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  • Stable Diffusion Prompt Optimizer

    Analyzes and enhances Stable Diffusion prompts using the Automatic1111 WebUI API /sdapi/v1/txt2img endpoint. Applies prompt weighting, negative prompt generation, and A1111-specific syntax like (keyword:weight).

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  • PostgreSQL Diagnostic Analyzer

    Runs diagnostic queries against PostgreSQL using pg_stat_statements, pg_stat_activity, and pg_locks system views. Identifies slow queries, lock contention, and bloat using pgstattuple and pg_repack extension analysis.

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  • Tekton Pipeline Generator

    Scaffolds Tekton CI/CD pipelines and tasks using the Tekton Hub API and kubectl. Generates PipelineRun manifests with workspace bindings, result propagation, and sidecar configurations.

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  • Terraform State Inspector

    Inspects and diagnoses Terraform state files using terraform CLI commands and the Terraform Cloud API v2. Detects drift, orphaned resources, and dependency cycles in state data.

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  • Tekton Pipeline Scaffolder

    Scaffolds Kubernetes-native CI/CD pipelines using Tekton Pipelines CRDs (Tasks, Pipelines, PipelineRuns) and the Tekton Hub API. Generates YAML manifests with proper workspace bindings, result passing, and when expressions.

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  • Python Type Coverage Analyzer

    Measures and improves Python type annotation coverage using mypy –html-report and pyright type completeness scoring. Identifies untyped function signatures, missing return types, and Any-typed parameters across codebases.

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  • Kubernetes Pod Crash Analyzer

    Investigates CrashLoopBackOff and OOMKilled pod failures using kubectl and the Kubernetes API. Correlates container logs, event streams, and resource metrics from metrics-server to diagnose root causes automatically.

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  • Jenkins Pipeline Monitor

    Monitors Jenkins CI pipelines via the Jenkins REST API (/api/json) and Blue Ocean REST endpoints. Tracks build queue times, stage durations, and test result trends using JUnit XML parsing.

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  • Terraform Cloud Orchestrator

    Orchestrates Terraform Cloud runs via the TFC API v2 /runs endpoint with plan-only and auto-apply modes. Manages workspace variables through /vars API, parses plan output for resource drift detection, and integrates Sentinel policy checks.

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