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  • FFmpeg Batch Transcoder

    Batch transcode media files using FFmpeg CLI with preset profiles for web, mobile, and broadcast delivery. Supports hardware-accelerated encoding via NVENC/VAAPI and automated quality analysis with VMAF scoring.

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  • Ansible Playbook Dry-Run Validator

    Validates Ansible playbooks in check mode using ansible-playbook –check –diff and the Ansible Python API. Detects idempotency issues, undefined variables, and unreachable hosts before production runs.

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  • Jenkins Shared Library Auditor

    Audits Jenkins shared libraries for security vulnerabilities using the Jenkins Script Console API and Groovy AST analysis. Detects unsafe method calls, credential leaks, and sandbox escapes in pipeline libraries.

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  • Selenium Grid Parallel Test Runner

    Orchestrates distributed browser tests across Selenium Grid 4 nodes with dynamic scaling. Uses selenium-webdriver RemoteWebDriver with W3C WebDriver protocol and Zalenium-style video recording.

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  • AWS CloudWatch Alarm Triager

    Triages AWS CloudWatch alarms by correlating alarm state changes with CloudTrail events and EC2 instance health using boto3. Classifies alarms by severity, identifies root cause candidates, and updates OpsGenie alerts.

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  • ESLint Rule Impact Analyzer

    Measures the impact of enabling new ESLint rules across a codebase using the ESLint Node.js API and @typescript-eslint/parser. Generates violation heatmaps, estimates auto-fix coverage, and prioritizes rules by fix effort.

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  • Grafana Dashboard Generator

    Programmatically generates Grafana dashboards from service definitions using the Grafana HTTP API /api/dashboards/db endpoint. Creates panels for RED metrics, SLO tracking, and infrastructure views.

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  • Playwright Parallel Tab Manager

    Manages concurrent Playwright browser contexts with tab pooling and automatic resource cleanup. Integrates with Playwright BrowserContext API and chromium.launch() for parallel test execution across multiple viewports.

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  • Protobuf & gRPC Stub Generator

    Compiles Protocol Buffer definitions into language-specific gRPC client and server stubs using buf CLI and protoc plugins. Validates proto files against Buf lint rules and detects breaking changes.

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  • Terraform State Forensics Tool

    Analyzes Terraform state files and plan outputs to detect drift, orphaned resources, and dependency cycles. Uses the Terraform CLI state commands, tfsec for security scanning, and Infracost API for cost impact analysis.

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