Output.ai
OSS framework we extracted from 500+ production AI agents
Details
- External ID
- 47676157
- Source
- HN
- Company
- —
- Product
- Output.ai
- Website domain
- output.ai
- Launched
- April 7, 2026
- Cohort
- —
- Upvotes
- 40
- Upvotes percentile
- 0.8232647814910026
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:26 p.m.
- Updated at
- Sept. 7, 2026, 9:26 p.m.
Enrichment
- Theme
- ai agent infrastructure and tooling
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- framework for production ai agents
- Manually corrected
- False
Could you build this?
Yes An open-source framework for building AI agents consists of standard orchestration code, prompt management, tool-calling wrappers, and state persistence patterns.
Discussion
11 comments analyzed.
Competitors mentioned: Temporal (orchestration layer), ai-sdk (LLM library), Claude code plugins, MCP (Model Context Protocol) servers
Concerns raised: Unvetted MCP Registry and tool definition security without cryptographic verification, Handling partial tool failures gracefully when returns are incomplete or stale, Risk of malicious servers getting listed in tool registries, API key management during setup
Feature requests: Retry/fallback logic for handling partial tool failures built into framework
Competitors
Other products that read as similar to this one — 2337 launches clear the similarity bar, closest 8 shown.
Attention rank: #372 of 2338 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 160 days after the earliest competitor.
- o11: The AI Agent Inside of Every Enterprise App · yc · 2026-03-02 · 10 upvotes · similarity 0.70
- IvyClaw · github · 2026-09-13 · 61 upvotes · similarity 0.66
- Omnara: The API for Production-Ready agents · yc · 2026-08-24 · 10 upvotes · similarity 0.65
- Silverlake: The Java-native agentic AI operating system for enterprise · yc · 2026-05-19 · 10 upvotes · similarity 0.65
- Dank-AI · hn · 2025-11-23 · 8 upvotes · similarity 0.64
- Agyn, an open-source Kubernetes runtime for AI agents · hn · 2026-05-20 · 9 upvotes · similarity 0.64
- Intencion · hn · 2026-06-04 · 9 upvotes · similarity 0.64
- CodexDesk · github · 2026-09-23 · 223 upvotes · similarity 0.63
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a model & infra tool for Fintech yet.