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pg-cdc is a single-binary tool that reads Postgres Write Ahead Logs and writes typed, immutable Parquet files to AWS S3 in Iceberg format. It integrates with AWS Glue for metadata and enforces access control via Lake Formation tags, ensuring consumers never need database credentials. The architecture is strictly one-way, preventing any data from flowing back to the production database, which isolates analytics workloads from the source system.

• Single binary implementation with no JVM dependency reduces deployment overhead.
• One-way WAL stream guarantees analytics agents cannot modify production data.
• Lake Formation tags govern access, removing the need for DB credentials.
• Iceberg tables on S3 enable time-travel queries and immutable storage.

Meetily is an open-source, self-hosted AI meeting assistant built in Rust that processes audio entirely on local infrastructure. It leverages a 4x faster Parakeet/Whisper model for live transcription and speaker diarization, while using Ollama for summarization. The tool is designed for enterprises requiring data sovereignty, offering macOS and Windows support without cloud dependencies.

• Rust-based architecture ensures high performance for real-time audio processing tasks.
• Parakeet/Whisper integration delivers significantly faster live transcription speeds.
• Ollama handles summarization locally, maintaining strict data privacy and sovereignty.
• Fully self-hosted solution suitable for enterprise compliance and secure environments.

The asgeirtj/system_prompts_leaks repository catalogs extracted system instructions for major AI models including Anthropic's Claude series, OpenAI's GPT variants, and Google's Gemini. It highlights specific version changes, such as the transition from Claude Opus 4.8 to Fable 5, and includes prompts for developer tools like Cursor and VS Code. The collection serves as a reference for understanding the hidden rules governing these AI interactions.

• Provides raw system prompt text for top-tier models (Claude, GPT, Gemini).
• Tracks version diffs to identify instruction changes between model releases.
• Includes prompts for developer tools like Cursor and VS Code Copilot.
• Useful for prompt engineering and understanding model constraints.
• Aggregates data from multiple vendors into a single searchable repo.

The .NET team has released a curated repository of agent skills designed to assist AI coding agents with C# and .NET development. It includes plugins for language server integration, data access via Entity Framework, performance diagnostics, and MSBuild tasks, following the agentskills.io standard. The project provides a dashboard to track accuracy and efficiency trends for these contained plugins.

• Integrates LSP skills directly into AI coding agents for better C# context awareness.
• Offers specialized plugins for EF data access, diagnostics, and MSBuild operations.
• Follows the agentskills.io standard for interoperable AI agent capabilities.
• Provides a public dashboard to monitor plugin accuracy and efficiency metrics.