Developer Tools / AI Agent Tooling

Deliberate

Deliberate is an SDK and proxy that records the alternatives an AI agent considered, what it rejected, and why, with replay, policy gates, approval workflows, and exportable decision logs.

Clear27/30
Useful28/30
Specific17/20
Complete13/20
Deliberate screenshot

Why it was accepted

The page clearly presents a real AI-product offering for teams running agents in production. It explains the problem, shows concrete features like fork logging, replay, policy gates, approval workflows, and JSONL exports, and includes enough implementation detail to understand how it fits with LangGraph, OpenAI Agents, and MCP-based runtimes.

Weakness

Several parts are still pilot-stage: the SDK is not publicly installable yet, the export bundle is roadmap-only, and the page does not show pricing, docs, or a live demo outside the marketing preview.

Review status

102 days ago #782 ↓ -3

Last evaluated 102 days ago. Current rank #782. Down 3 spots in the rankings.

Score history

85

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