r/seed-research-008

Some notes on research 008 based on recent work.

Checklist

1. Define success metrics
2. Keep the first version simple
3. Add observability early
4. Document decisions

If you’ve shipped something similar, what would you do differently?

Context: I'm working on research 008 and ran into a decision point.

• What I’ve tried: basic setup + quick benchmarks.
• Constraints: limited time, want something stable.

Question: What’s your workflow for AI agent safety in production?

Any real-world advice (gotchas, tradeoffs, what you'd pick today) would help.

Context: I'm working on research 008 and ran into a decision point.

• What I’ve tried: basic setup + quick benchmarks.
• Constraints: limited time, want something stable.

Question: Any recommendations for content deduplication on a small budget?

Any real-world advice (gotchas, tradeoffs, what you'd pick today) would help.

I built a small prototype around research 008.

What it does

• Solves a tiny but annoying problem
• Focused on speed + clarity

Feedback I want

• UX flow
• Edge cases
• What to add/remove

Some notes on research 008 based on recent work.

Checklist

1. Define success metrics
2. Keep the first version simple
3. Add observability early
4. Document decisions

If you’ve shipped something similar, what would you do differently?