Adopt AI, the Agentic AI company, has officially launched its Open-Source Agent Stack, a comprehensive collection of developer tools that transforms building production-grade AI agents from a research exercise into standard engineering practice. The stack removes the repetitive infrastructure work that has blocked teams from moving beyond prototypes.
Despite rapid progress in agentic AI, engineering teams consistently face the same obstacles when moving from prototype to production: no standardized way to expose APIs as agent actions, no reliable orchestration layer, no shared evaluation framework, and no seamless bridge between existing tools. As a result, every organization ends up rebuilding foundational components from scratch.
The Adopt AI Open-Source Agent Stack directly addresses these gaps by delivering the missing infrastructure layer that makes agent development repeatable, reliable, and deployable at scale.
The stack provides everything engineering teams need to ship production agents without replacing their current architecture:
Zero-Shot API Discovery (ZAPI): Instantly turns any API into LLM-interpretable tool cards with no manual schema writing or reverse engineering required.
Agent Orchestrator: Built-in orchestration that automatically selects the right agent, action, or tool based on user intent.
Integration Bridge (AdoptXchange): Connects directly to existing frameworks including LangGraph and LangChain, preserving current investments while adding production capabilities.
Agent Testing UI: Ready-to-use chat interface for immediate testing, demonstrations, and stakeholder feedback.
Automated Conversation Evals: Built-in evaluation system to measure reliability, safety, and performance as agents evolve.
"Teams are done reinventing the wheel," said Deepak Anchala, CEO of Adopt AI. "They want to ship agents, not build infrastructure. Our open-source stack gives them the clarity and tooling they've been missing. Agent building becomes practical, orchestration isn't scary anymore, and companies can deliver production-grade agents without ripping out their current systems."
"Every company we speak with wants agentic workflows, but most discover the same bottlenecks immediately," said Gajanan Sabhahit, Product Leader at Adopt AI. "We built this stack so developers can start where they are. They can plug in one missing component or all of them. They can keep their preferred frameworks. And they finally get a path to production that doesn't require custom plumbing and setup on every project."
By open-sourcing the complete stack on GitHub with extensive documentation and examples, Adopt AI enables mainstream engineering teams to focus on delivering value rather than solving the same infrastructure challenges repeatedly.
About Adopt AI:
Adopt AI is an Agentic AI company that enables enterprises to modernize existing systems and deliver intelligent, action-oriented experiences across their application landscape. Adopt AI's Zero-Shot ingestion and agent infrastructure help teams integrate APIs, workflows, and content from both legacy and modern environments, powering secure, production-grade agent capabilities without disrupting existing architectures. By accelerating development, streamlining orchestration, and improving how applications execute work, Adopt AI helps organizations advance their automation strategies, enhance user experiences, and achieve faster time to value.
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