1on1 meeting with manager: Goals, Impact, and Growing with AI

In a one-on-one held in the morning in Japan and the afternoon in Pacific Time, programmer asks her manager, how to measure her goals for the next half. They discuss indicators for account setup and reliability, including why median resolution time can be more informative than the average when a few unusually long incidents skew the data. They also agree to review severe incidents and the longest resolution times so the median does not hide important cases. Engineer then raises concerns about AI agents, job security, and the loss of gradual learning opportunities. Manager listens and shares that managers are also considering how their work may change. They discuss practical ways to keep building judgment and fundamentals. 日本の朝、太平洋時間の午後に行う1on1で、エンジニアがマネージャーに半期目標の定量評価について相談します。二人はアカウント設定と信頼性の目標に使える指標を検討し、インシデント解決時間では、少数の極端に長い事例が平均値を押し上げることがあるため、典型的な事例を把握しやすい中央値を主要指標にする方針を話し合います。一方で、中央値だけでは重大な事例を見落とす可能性があるため、重大インシデントや最長の解決時間も確認することにします。その後、エンジニアはAIエージェントによる雇用や段階的な学習への不安を話し、マネージャーは感じている変化への不確かさも共有しながら、これから伸ばす力を一緒に考えます。 【主な単語】 ・impact: 影響、成果 Definition: The effect that an action or change has. Example: The goals don’t yet include indicators we can use to evaluate their impact. ・quantitative metric: 定量指標 Definition: A measure expressed in numbers. Example: Maybe we can pair a quantitative metric with a small amount of qualitative feedback. ・qualitative feedback: 定性的なフィードバック Definition: Feedback that describes experiences or qualities rather than numerical results. Example: Maybe we can pair a quantitative metric with a small amount of qualitative feedback. ・baseline: 基準値 Definition: A starting measurement used for comparison. Example: I can establish a baseline for the service area I own. ・median: 中央値 Definition: The middle value in an ordered set of measurements. Example: The median would show the middle case and give us a better picture of a typical incident. ・average: 平均値 Definition: A value calculated by adding measurements and dividing by their number. Example: A few incidents take much longer to resolve than most, so they can pull the average up. ・outlier: 外れ値 Definition: A value that is unusually far from most values in a data set. Example: A small number of unusually long incidents can skew the average, while the median is less affected by those outliers. ・median resolution time: 解決時間の中央値 Definition: The middle value of the times taken to resolve a set of issues. Example: For reliability, I’ll use median resolution time and track alert quality, severe incidents, and the longest resolution times. ・AI agent: AIエージェント Definition: An AI system that can carry out tasks or take actions toward a goal. Example: AI agents have improved so quickly. ・job security: 雇用の安定性 Definition: The likelihood that a person can keep their job over time. Example: I’ve started to worry about the long-term job security of specialized software engineers. ・fundamentals: 基礎、基本原則 Definition: The basic knowledge and principles that support a field. Example: Keep learning fundamentals, but connect them to real work. ・judgment: 判断力 Definition: The ability to make sensible decisions based on knowledge and context. Example: I’d focus less on trying to compete with an agent at producing code quickly and more on building your judgment. 【主な言い回し】 ・a useful signal, not a perfect measurement: 完璧な測定値ではなく、役に立つ手がかり Definition: A practical indicator that helps with decisions even if it cannot measure everything exactly. "We need a useful signal, not a perfect measurement." ・the median is less affected by those outliers: 中央値は、そうした外れ値の影響を受けにくい Definition: A way to explain that extreme values usually change the median less than they change the average. "A small number of unusually long incidents can skew the average, while the median is less affected by those outliers." ・focus on what you can influence: 自分が影響を与えられる範囲に焦点を当てる Definition: To concentrate on outcomes or factors that you can affect. "Right. Then let’s focus on what you can influence." ・put the target in context: 目標を文脈の中で示す Definition: To explain a target alongside relevant circumstances and limits. "Put the target in context and make it clear that it’s a team outcome you’re contributing to, not something you can guarantee alone." ・I don’t want to dismiss your concern: あなたの心配を軽く扱いたいわけではありません Definition: A way to show that you are taking someone’s concern seriously. "I don’t want to dismiss your concern by saying that nothing will change." ・turn a shortcut into a learning opportunity: 近道を学びの機会に変える Definition: To use a faster method while still making time to understand and learn. "That could turn a shortcut into a learning opportunity." ・stay close to the problems users actually have: ユーザーが実際に抱えている問題をよく理解し続ける Definition: To keep learning about the real needs and difficulties of users. "Keep building strong fundamentals, use the tools thoughtfully, and stay close to the problems users actually have."