Skip to content

Conversation

@abrichr
Copy link
Member

@abrichr abrichr commented Jan 17, 2026

Summary

Comprehensive design document for production execution capability, addressing the gap between benchmark evaluation and real-world automation.

Key Findings

Literature Review: UFO, Claude Computer Use, OSWorld, ST-WebAgentBench

  • Only 2% of orgs have deployed agentic AI at scale
  • Safety and human-in-the-loop are mandatory for production

Recommendation: Create new openadapt-agent package

  • Clear terminology (industry standard)
  • Separation from benchmarking (different requirements)
  • Production execution loop with safety integration

README Proposal: Condense from 443 to ~100 lines

  • EXECUTE phase includes both openadapt-agent (production) AND openadapt-evals (benchmarks)

Files

  • docs/design/production-execution-design.md (+724 lines)

🤖 Generated with Claude Code

- Literature review: UFO, Claude CU, OSWorld, ST-WebAgentBench
- Gap analysis: safety exists but not wired to execution loop
- Recommendation: Create openadapt-agent package for production automation
- README improvement proposal: Condense from 443 to ~100 lines
- Implementation roadmap: Q1-Q3 2026

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
@abrichr abrichr merged commit fcef4c8 into main Jan 17, 2026
6 checks passed
@abrichr abrichr deleted the feature/agent-design branch January 17, 2026 05:52
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants