OpenDecider
Open decision models that route AI agents without LLM calls
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This is 1 of 651 launches in ai agent orchestration and collaboration platforms — see how it stacks up on momentum and crowding →
209 other launches read as similar to this one →
Details
- External ID
- 1266831
- Source
- PH
- Company
- —
- Product
- OpenDecider
- Website domain
- producthunt.com
- Launched
- Oct. 2, 2026
- Cohort
- —
- Upvotes
- 2
- Upvotes percentile
- 0.7646442052285755
- Tags
- Productivity, Open Source, Artificial Intelligence, GitHub
- Fetched at
- Oct. 3, 2026, 5:01 p.m.
- Updated at
- Oct. 3, 2026, 5:01 p.m.
Description
Agent workflows often call an LLM just to decide where a request goes next. OpenDecider answers in one forward pass with a calibrated confidence, sending unsure cases to a fallback. Works with LangGraph, CrewAI, Agno, LlamaIndex, ADK and MCP. Apache-2.0.
Enrichment
- Niche
- ai agent orchestration and collaboration platforms
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- decision models to route ai agents without llm calls
- Manually corrected
- False
Could you build this?
No Creating custom single-forward-pass routing models with calibrated confidence scores requires specialized machine learning research, custom dataset curation, and model training rather than application programming.
What it would actually take: Building OpenDecider requires curating and labeling a broad dataset of multi-turn agent decision steps, designing a small specialized neural network architecture or distilling an SLM, and applying probability calibration techniques (such as temperature scaling or Platt scaling). The stack would involve PyTorch, Hugging Face, and ONNX Runtime for optimized export across agent frameworks. This demands specialized expertise in machine learning research, data synthesis, and model optimization.
Competitors
Other products that read as similar to this one — 209 launches clear the similarity bar, closest 8 shown.
Attention rank: #49 of 210 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 329 days after the earliest competitor.
- opendecider · github · 2026-09-27 · 13 upvotes · similarity 0.55
- Limits · hn · 2026-02-25 · 9 upvotes · similarity 0.44
- Agentwall · ph · 2026-09-09 · 2 upvotes · similarity 0.44
- OpenTiger · hn · 2026-02-22 · 11 upvotes · similarity 0.42
- LLM-Gateway · hn · 2026-03-27 · 7 upvotes · similarity 0.42
- llm-openai-decisions · github · 2026-10-06 · 20 upvotes · similarity 0.42
- OpenSwarm · hn · 2026-02-26 · 34 upvotes · similarity 0.42
- ai-agent-gateway · github · 2026-10-01 · 59 upvotes · similarity 0.41
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