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Open source · LLM agents

Wayflow Agent Runtime

Hardening and extending the open-source runtime behind Oracle's Agent Spec.

critical runtime defects fixed
5critical runtime defects fixed
support added to the runtime
MCPsupport added to the runtime

The problem

Agent Spec aims to make AI agents portable and reusable across frameworks. Its runtime, Wayflow, had to run agents reliably for several internal product teams at once, connect them to local LLMs and custom endpoints, and stay understandable for teams adopting it.

What I built

  1. 1

    Fixed 5 critical errors affecting agent execution and inference reliability.

  2. 2

    Contributed MCP support so agents could orchestrate local LLMs and custom tool endpoints.

  3. 3

    Refactored the Oracle Database integration modules behind data-driven workflows.

  4. 4

    Supported product teams debugging and deploying their agents, including a log analysis agent that prioritizes tickets automatically.

  5. 5

    Wrote and maintained the Sphinx documentation site and onboarding guides for non-technical teams.

Outcome

  • More reliable agent execution for teams building on the runtime, and a documented path from prototype to deployment.

  • Took part in the platform launch and its move to production in a multi-team environment.

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