Senior Engineer’s AI Assistant - Realtime API and AI Agents built to SHIP for you

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AI Summary

Video Summary

• Topic: The power of AI assistance in engineering, specifically in 2025.
• Demonstration:
  • Scraping content from the clipboard to a file named structured outputs introduction guide.md.
  • Cleaning up and revising the file to focus on use cases and code examples for structured outputs.
  • Loading the revised file into active memory.
  • Creating a new Python file structured outputs examples.py with runnable code examples.
  • Running the code in the Python file and checking the output.
  • Scraping content from a URL to a markdown document named openai swarm overview.md.
  • Discussing the OpenAI Swarm, an educational framework for multi-agent orchestration.
  • Deleting the openai swarm overview.md file and resetting active memory.
  • Scraping content to a file named openai API pricing guide.md in the scratch pad.
  • Simplifying the document to include a clear breakdown of pricing for different models.
  • Creating an empty CSV file named model pricing.csv.
  • Updating the CSV file with model prices, ensuring formatting and naming conventions.
• Key Points:
  • AI assistants can accelerate the rate of information processing in software engineering.
  • The combination of reasoning models and real-time API with speech-to-speech capabilities is highlighted.
  • The video demonstrates three use cases for personal AI assistance in software engineering.
  • An interesting pattern for building AI assistants involves pulling data into active memory, akin to RAM.
  • The importance of personalization and active memory management by AI assistants is discussed.
  • The potential for AI assistants to run tasks in parallel with the engineer is emphasized.
• Future of AI Assistance:
  • The presenter envisions a future where AI assistants manage their own memory and historical data.
  • The goal is to have AI assistants that can work in parallel with engineers, handling tasks and workflows.
  • The technology is still developing, but the presenter believes it will significantly change software engineering practices.
• Conclusion:
  • The video concludes with the presenter expressing excitement about the future of AI in engineering and the potential for AI assistants to transform the way engineers work.

Detailed Instructions and URLs

• No specific CLI commands, website URLs, or detailed instructions were provided in the transcript.