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Achievement: Pull Sharkx4Achievement: Pair Extraordinairex4Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx4Achievement: Pair Extraordinairex4Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

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jon890/README.md
typing

AI Agents, by the numbers

Jul~Sep 2026 · Claude Code + Codex · tokens processed, counted from local session logs



Agent sessions per month

🔁 How I work with agents

me ─ planning ─→ plans (1 plan = 1 PR)
                   │
            orch (coordinator)
   ┌───────────────┼───────────────┐
 worker          worker          worker
 (worktree)      (worktree)      (worktree)
 critic → build → review → PR
   └───────────────┼───────────────┘
          verify → merge → cleanup

설계는 직접 합의하고, 실행은 여러 에이전트에 나눠 맡깁니다. 작업을 PR 단위 계획으로 쪼개 Orca 로 worker 를 워크트리마다 띄우고, worker 가 계획 검토부터 리뷰까지 거쳐 낸 PR 을 코디네이터가 검증해 머지합니다.

✅ How I know it works

반복 평가 같은 입력을 3번 돌려 3번 모두 통과해야 합격 다른 심사자 실행한 모델이 아닌 모델이 버전 붙인 기준표로 채점 추적 모델·도구 호출을 한 기록으로 묶어 실패 지점을 찾음 운영 측정 로컬에서 30% 빨랐던 변경이 운영 GPU에선 1%여서, 성능은 운영에서 잰다

에이전트가 낸 결과도, 에이전트가 짠 코드도 같은 기준으로 확인합니다.

Stack


Built with this workflow
dooray-cli 사내 업무 도구를 에이전트가 다루도록 감싼 CLI
fos-assistant Hermes Agent 위에 올린 self-hosted Control Plane. 다중 사용자 대화, 에이전트별 Memory 권한, 사용량 집계
nhncloud-cli 인스턴스, 클러스터 업그레이드, 로그 조회 자동화

Pinned Loading

  1. dotfiles dotfiles Public

    backup macos configs

    Python 2 1

  2. dooray-cli dooray-cli Public

    A CLI tool wrapping the NHN Dooray REST API. Manage Dooray tasks from your terminal or AI agent workflows.

    TypeScript 8 7

  3. nhncloud-cli nhncloud-cli Public

    Unofficial AWS CLI-style CLI for NHN Cloud: Compute, Network, Load Balancer, NKS, NCR, NCS, Log & Crash, Deploy, API Gateway, Secure Key Manager. AI agent & terminal friendly.

    TypeScript 1

  4. fos-skills fos-skills Public

    TypeScript 1

  5. fos-assistant fos-assistant Public

    Control Plane for Hermes Agent: multi-user chat, per-user credential binding, and usage accounting

    Java

  6. fos-valuation-ontology fos-valuation-ontology Public

    투자 논리와 근거를 Neo4j 지식그래프에 함께 쌓고 웹에서 탐색하는 가치투자 온톨로지 (Kotlin, Spring Boot, React)

    Kotlin