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Railshot

AI deployment & operations platform

Deploy a locally built web app to prepared cloud and on-premises environments, then run it.

An AI deployment and operations platform that takes a web app built locally to prepared cloud or on-premises environments and keeps running it.

2026.09.28 — 2026.10.04 · Completed

Team project · my part: CI planning and implementation, CSP clusters and Ansible interface, operations, team code review and integration

SoftBank Hackathon 2026 powered by KOREC & ProgatePreliminary participant · finals selection — be announced 2026.10.26 (as of 2026.10.07)

  • WebImplemented · hackathon
  • MCP serverImplemented · remote · local

Deploy a locally built web app to prepared cloud and on-premises environments, then run it.

Railshot screen for entering a folder, ZIP or public GitHub URL and choosing a cloud or on-premises environment
Project input and environment selection · public README (October 5, 2026 presentation material)

Models · by provider

The CI repair agent and the web conversational agent are configured separately.

  • OpenAI

    Codex SDK · Responses API

    • CI repair · default providerGPT-6.1 Solgpt-6.1-solCodex SDK · reasoning_effort mediumDefault
    • Web conversational agentRAILSHOT_AGENT_MODELResponses API · required at deployment; the source sets no default model.Set at deployment

  • Anthropic

    Claude Agent SDK

    • CI alternative providersonnetAlias

The MCP connection instructions for ChatGPT, Codex and Claude are client integrations, separate from the model list above. AWS, GCP and OpenStack are infrastructure providers.

Sourcemain 645e28aPublic commit October 6, 2026 · checked October 8, 2026