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deepmind.google·6d ago
AI Engineering
Lobsters·20d ago·5 min read
The dailyprog puzzle safety net
TL;DR
To ensure daily puzzles are consistently available, a generator was built using a large language model (LLM) that creates and validates puzzles. A continuous integration (CI) job now runs nightly to check for the existence of the next day's puzzle, generating one if necessary.
✦ Why It Matters
Implement a CI job to automate routine checks and deployments, ensuring continuous availability of critical content.
Key Takeaways
- Implement CI jobs to automate daily tasks.
- Use model validation to ensure output quality.
- Schedule automated checks to prevent downtime.
- Maintain human oversight for final quality assurance.
How It Works
The CI job runs a simple bash script to check for the next day's puzzle. If missing, it triggers the puzzle generation process, which includes installing necessary tools and dependencies, running the generator script, and validating the output against predefined tests.
The generated puzzle must pass schema validation, solution correctness, and diversity checks before being committed to the repository.