Building GitHub-native agent workflows, MCP tool layers, and data infrastructure for testable AI-assisted delivery.

• Gira: GitHub-native control plane for issue -> branch -> PR -> checks -> completion evidence
• MCP/tooling: typed tool interfaces, versioned specs, fixtures, and agent-ready execution paths
• Datapan: private data platform workbench for Korean public/domain data, research corpora, and agent-ready data workflows
• AI-assisted delivery: tests, lint, CI, review loops, and operational guardrails around agent work

• Kakao Relay Beta: a free, privacy-first demand test for forwarding selected Android KakaoTalk notifications to a user-controlled Telegram, Discord, or HTTPS webhook. It is not an official Kakao API or bot, and it does not promise an installable build or remote replies.
• Interest form: public, non-binding destination, installation-willingness, and price-range signal only.
• Public Q&A: scope and use-case questions; do not post contact details, message contents, URLs, tokens, or secrets.

Datapan is my private data platform workbench. The public signal is the range and structure of the collection axes, not only raw volume.

• Public and administrative data workflows
• Legal, assembly, policy, and regulated-domain data
• Real estate, geospatial, routing, weather, and app-supporting feature marts
• Market, macro, finance, and investment research data
• Research-paper metadata and literature corpora, including arXiv, OpenAlex, and HuggingFace Papers style pipelines
• Raw ingestion, canonical schemas, marts, coverage checks, and data lineage for agent-ready downstream use

Selected work in upstream projects outside my own repositories:

• ✅ OpenHands Software Agent SDK #3252: custom FileStore injection path (merged)
• ✅ OpenHands Software Agent SDK #2936: warn when falling back to in-memory storage (merged)
• 🟢 Hermes Agent #15864: Discord message edit and delete admin actions (open)
• 💬 OpenHands #14028: Gemini full-endpoint URL handling (issue)
• 💬 LiteLLM #26979: Gemini api_base duplicate-path handling (issue)
• 💬 OpenCode #21311: SDK prompt-part input ID validation (issue)

Projects I maintain and build in public:

• Gira + Homebrew tap: GitHub-native control plane for issue-to-PR AI software workflows
• Agentree: Figma-like infinite canvas for visualizing and controlling AI agent trees
• Hermes State Vault: open-source agent state synchronization and restore layer
• Kakao Relay Beta: public, privacy-first demand test for customer-owned Android notification forwarding to Telegram, Discord, or HTTPS webhook; not an official Kakao API
• Datapan public-data toolchain: CLI, Registry, and Health
• Public-data clients: Assembly API Client, DART API Client, and Korean Data Portal Client

• statpan.com for technical notes, project notes, and longer-form engineering context