# Output.ai

5 Hacker News commenters recommended Output.ai and 0 criticized it, November 2025 to November 2026. It was recommended in 1 of 13 months.

**Verdict:** Open-source framework extracted from production AI agent work, praised for credential management that avoids plain .env files.

## Why people recommend it

- Credential management better than .env files (1 comments): "The credential management piece is smart most frameworks just do .env files and hope for the best." ([source](https://news.ycombinator.com/item?id=47676528))
- Extracted and cleaned up for public use (1 comments): "We extracted it, cleaned it up, and wanted to put it in front of people who'd push on it." ([source](https://news.ycombinator.com/item?id=47676224))
- Gives control and security by self-building (1 comments): "We encourage you to roll your own as often as possible both for the security/control it gives you." ([source](https://news.ycombinator.com/item?id=47676709))
- Positive first impressions, shared with teams (1 comments): "Looks great. Sharing with my team" ([source](https://news.ycombinator.com/item?id=47676452))

## Alternatives hackers recommend

- [Claude Agent SDK](https://hackerapproved.com/p/claude-agent-sdk.md): 36 recommend
- [LangChain](https://hackerapproved.com/p/langchain.md): 32 recommend
- [Mastra](https://hackerapproved.com/p/mastra.md): 32 recommend
- [LangGraph](https://hackerapproved.com/p/langgraph.md): 31 recommend
- [DSPy](https://hackerapproved.com/p/dspy.md): 29 recommend

## Cite as

Hacker Approved, "Output.ai", https://hackerapproved.com/p/output-ai/ (counts from 1,795,640 Hacker News comments, November 2025 to November 2026).