Triage: Routing Software Engineering Tasks to Cost-Effective LLM Tiers via Code Quality Signals explores Route software engineering tasks to cost-effective LLM tiers using code quality signals to reduce inference costs without sacrificing output quality.. Commercial viability score: 4/10 in LLM Optimization.
Use This Via API or MCP
This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/triage-routing-software-engineering-tasks-to-cost-effective-llm-tiers-via-code-quality-signals
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Canonical ID triage-routing-software-engineering-tasks-to-cost-effective-llm-tiers-via-code-quality-signals | Route /paper/triage-routing-software-engineering-tasks-to-cost-effective-llm-tiers-via-code-quality-signals
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/triage-routing-software-engineering-tasks-to-cost-effective-llm-tiers-via-code-quality-signalsMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.07494"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "Triage: Routing Software Engineering Tasks to Cost-Effective LLM Tiers via Code Quality Signals",
"normalized_query": "2604.07494",
"route": "/paper/triage-routing-software-engineering-tasks-to-cost-effective-llm-tiers-via-code-quality-signals",
"paper_ref": "triage-routing-software-engineering-tasks-to-cost-effective-llm-tiers-via-code-quality-signals",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
Research neighborhood
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Preparing verified analysis
Dimensions overall score 4.0
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