Lambda best practices, S3 event patterns, SQS/SNS fanout, and DynamoDB access patterns for serverless AWS architectures.
Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API…
AI browser automation - navigate, interact, extract, verify via browser-use MCP
Git history'den otomatik changelog, semantic versioning, release notes, conventional commits
ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
Debug issues by investigating logs, database state, and git history
Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.
Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.
Set up the Discord channel — save the bot token and review access policy.
Fix a GitHub issue following the standard workflow.
Query video analytics data and metrics from Elastic search via the VA-MCP server (port 9901).
Extracts audio, background music, and voiceovers from local videos and social media links into MP3 or WAV formats.
Generates and prompts video clips on the filmmaking canvas.
Streamlines the video production lifecycle by providing expert guidance on scripting, storyboarding, and automated editing workflows.
Download videos from YouTube and other platforms for offline viewing, editing, or archival with support for various formats and quality options.
Edit videos locally using ffmpeg. Trim, concat, resize, speed, overlay, extract audio, compress, and convert. Use when: (1) Trimming or…
Edit any video into a captioned showcase — transcribe (any language, defaults to large-v3), present a transcript_review.txt for the user…
AI-assisted video editing workflows for cutting, structuring, and augmenting real footage.
Automates video frame extraction, Remotion rendering, and technical specification validation for visual quality assurance.
Extract frames or short clips from videos using ffmpeg.
Generate AI videos using varg SDK React engine.