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  • Pandas DataFrame Schema Enforcer

    Validates and transforms Pandas DataFrames using Pandera schema definitions with column-level dtype, nullable, and custom check constraints. Auto-generates Pandera schema code from sample DataFrames.

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  • Datadog APM Anomaly Detector

    Detects performance anomalies in Datadog APM traces using the Datadog API v2 metrics endpoint. Applies DBSCAN clustering on latency distributions to identify outlier service behaviors.

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  • Ruff Linter Configuration Architect

    Configures and optimizes Ruff Python linter settings using the ruff CLI and pyproject.toml schema. Migrates from Flake8, isort, and Black configurations with automatic rule mapping.

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  • CloudWatch Intelligent Alarms

    Uses AWS CloudWatch SDK (boto3) to create composite alarms with ML-powered anomaly detection bands. Integrates with AWS SNS for notifications and EventBridge for automated remediation triggers.

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  • Cypress Visual Regression Testing Suite

    Automates pixel-level visual regression testing using Cypress with cypress-image-snapshot plugin. Compares screenshots against baselines using pixelmatch algorithm with configurable diff thresholds.

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  • OAuth2 Flow Debugger

    Inspects and debugs OAuth 2.0 authorization flows including PKCE, client credentials, and device code grants. Uses jose JWT library and node-fetch to validate tokens, decode claims, and trace redirect chains.

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  • GitLab CI Pipeline Generator

    Creates and manages GitLab CI/CD pipelines via the GitLab REST API v4. Generates .gitlab-ci.yml with multi-stage definitions, DAG dependencies, and environment-scoped deployments.

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  • ScrapyCloud Job Manager

    Manages Scrapy spider deployments and job scheduling on ScrapyCloud via the Scrapinghub API. Handles spider argument injection, job prioritization, and item export to S3 or BigQuery.

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  • Selenium Grid Test Orchestrator

    Orchestrates distributed browser testing across Selenium Grid 4 nodes using the Grid API. Manages session queuing, node health, and parallel test execution via the WebDriver protocol.

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  • WordPress Multisite Provisioner

    Automates WordPress Multisite network site creation using wp_insert_site() and the Sites REST API. Configures per-site themes, plugins, and options via switch_to_blog() with subdomain or subdirectory routing.

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