cost-aware

Pinned, hardened config stack for OpenCode + OpenRouter + oh-my-openagent (OmO). One install, OpenRouter-only routing, 19 models, deployment guards, content-aware uncensored routes, circuit breakers, cost-aware fallbacks.

Drift Adaptation as Supervision Routing Under Heterogeneous Costs

Prepared workspace for reproducible, cost-aware pairs-trading research.

Cost-aware autonomous discovery campaigns: any oracle, any driver, one budget.

Cost-aware multi-agent LLM framework with quality gates. Simple questions: 1 call. Code tasks: writer+reviewer loop.

Instruction-driven model lanes for bounded Codex subagent delegation.

A fail-closed job-search agent that screens roles against hard location and travel constraints before drafting application materials.

Are multi-agent LLMs worth the cost? Empirical study on Thai sarcasm detection: one cheap model reading its own confidence ties systems costing 11x more. Paired bootstrap + McNemar, 13 findings, live demo.

PyTorch implementation of REACT: longitudinal active feature acquisition with Gumbel-Sigmoid relaxation for cost-aware sequential feature selection with context. ACM BCB 2026.

Evaluate cost-aware query-level retrieval routing on arbitrary tasks and reproduce the WorthIR paper.

High-Volume & Cost-Aware Merchant Payment Platform

Adaptive, cost-aware retry policies for external requests: a Beta posterior decides per call whether retrying is worth it, not a fixed count. Zero-dependency, node-free, TypeScript.