Reproducible eval sandbox for testing Computer Use / browser agents on fill job applications on company portals in gaming context. Fixture sites, gold trajectories, and regression gates.
Reproducible eval sandbox for testing Computer Use / browser agents on download reports from Stripe dashboard in gaming context. Fixture sites, gold trajectories, and regression gates.
Reproducible eval sandbox for testing Computer Use / browser agents on book flights on Google Flights in gaming context. Fixture sites, gold trajectories, and regression gates.
Reproducible eval sandbox for testing Computer Use / browser agents on manage ads in Meta Ads Manager in gaming context. Fixture sites, gold trajectories, and regression gates.
Reproducible eval sandbox for testing Computer Use / browser agents on update records in Salesforce in gaming context. Fixture sites, gold trajectories, and regression gates.
Refactor an existing single-loop tool-calling agent for daily research briefing into a hierarchical multi-agent architecture using Mastra. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for daily research briefing into a swarm/handoff architecture using LangGraph. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for daily research briefing into a orchestrator-worker architecture using Haystack agents. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for daily research briefing into a router architecture using Pydantic AI. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for daily research briefing into a Deep-Research pipeline architecture using Semantic Kernel. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for daily research briefing into a loop-until-done with critic architecture using Vercel AI SDK. Focus: what to split, what to keep, what to evaluate.
Refactor an existing single-loop tool-calling agent for daily research briefing into a ReAct (Reason+Act) architecture using AutoGen. Focus: what to split, what to keep, what to evaluate.