Finally have Tau Bench results to report for fastWorkflow. And it is SOTA on both retail and airline workflows! With proper context engineering, small models can match/beat the big ones. Paper is coming...

While fastworkflow agents do not have a code execution environment (yet), fastworkflow implements all other concepts in

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https://t.co/VGlstyaoGF

🚀 fastWorkflow hits SOTA on Tau Bench, proving small models can outshine giants via smart context engineering! Challenges the bigger-is-better myth. Is optimization the real key to LLM success? @sierra_ai @karthikn28 #AI #Innovation

Small models can win — if you engineer the context. fastWorkflow reaches SOTA on Tau Bench retail via structured contexts and tool hints. Tip: formalize roles/goals, pre‑spec tool schemas, then move tasks to smaller models — lower cost and latency at comparable task success.

Building reliable conversational copilots doesn’t require giant models. I’ll show how small/free models + fastWorkflow can give deterministic intent detection, safe parameter extraction, and human-in-the-loop flows — with preliminary Tau Bench results.

fastworkflow repo - https://t.co/lGCKSS6vTl bench fork with fastWorkflow adapter that was used for generating these results -

Implementing a proxy MCP server for #fastWorkflow ( https://t.co/mFFaATlsht) Am I the only one looking for MCP clients to support dynamically changing tool lists??

As agents tackle complex tasks, managing state becomes critical. fastWorkflow understands classes, enabling agents with memory and context-awareness. Stateful design: https://t.co/OTujfcfzY6 #AIdev #Python #StatefulAI #SoftwareEngineering

Complex problems require deep, structured context. fastWorkflow empowers you to build and manage intricate context hierarchies, ensuring your agents always have the right information at the right time. https://t.co/XW1q91sSR5 #AI #LLMs #WorkflowAutomation #ContextAware

fastWorkflow leverages class inheritance to create specialized behaviors. Learn how to reuse, extend, and organize your agent's capabilities with elegant, object-oriented design patterns. https://t.co/p7raeYup86 #OOP #AIAgents #SoftwareArchitecture #Python

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Speed isn’t just about how fast you move cars. #AutoTransport #DispatchSoftware #FleetManagement #CarrierTMS #ShipperTMS #SmartLogistics #TruckingSoftware #DigitalDispatch #OperationalEfficiency #QuoteToDelivery #FastWorkflow #VehicleLogistics #LogisticsTech #Avorix #AutoHauling

fastWorkflow Agent Demo with Tau Bench Retail workflow https://t.co/HD6qsycuus via @YouTube

fastWorkflow featured in AI Tinkerers Community Spotlights — a framework for reliable agents and assistants. Thanks @AITinkerers @jheitzeb  https://t.co/gkEVr5EcE8

The idea of hierarchical processing also works extremely well for LLM agents! Use a high-level agent for long-term guidance and a lower-level agent for tactical action. This is the design I used to implement the run_agent tool in fastworkflow ( https://t.co/mFFaATkUrV)

We're just getting started! Explore the code, star the repo, and contribute on GitHub: https://t.co/mFFaATkUrV Join our Discord to ask questions, share your projects, and connect with the community: https://t.co/lssqxUaYWQ #OpenSource #Python #AICommunity

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