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My AI Scrum Buddy Kept Missing Action Items: Here's How I Fixed It

Description and use

<p>We run a pretty small, nimble team, and like many, we've been trying to leverage AI wherever we can to shave off those repetitive, brain-drain tasks. One area I was particularly excited about was automating our daily scrum note processing.</p> <h3> The Problem: Our AI Assistant Couldn't Find Its Keys </h3> <p>Our team's daily scrum notes are, shall we say, <em>free-form</em>. Some days it's a bulleted list, other days a short paragraph in Slack. I built a little internal AI assistant using the OpenAI API (initially gpt-3.5-turbo) to digest these notes. The dream was simple: reliably pull ou

Problem

<p>We run a pretty small, nimble team, and like many, we've been trying to leverage AI wherever we can to shave off those repetitive, brain-drain tasks. One area I was particularly excited about was automating our daily scrum note processing.</p> <h3> The Problem: Our AI Assistant Couldn't Find Its Keys </h3> <p>Our team's daily scrum notes are, shall we say, <em>free-form</em>. Some days it's a bulleted list, other days a short paragraph in Slack. I built a little internal AI assistant using the OpenAI API (initially gpt-3.5-turbo) to digest these notes. The dream was simple: reliably pull ou

Outcome

<p>We run a pretty small, nimble team, and like many, we've been trying to leverage AI wherever we can to shave off those repetitive, brain-drain tasks. One area I was particularly excited about was automating our daily scrum note processing.</p> <h3> The Problem: Our AI Assistant Couldn't Find Its Keys </h3> <p>Our team's daily scrum notes are, shall we say, <em>free-form</em>. Some days it's a bulleted list, other days a short paragraph in Slack. I built a little internal AI assistant using the OpenAI API (initially gpt-3.5-turbo) to digest these notes. The dream was simple: reliably pull ou

Evidence

My AI Scrum Buddy Kept Missing Action Items: Here's How I Fixed It

Source

  • Record date: 2026-10-14T14:41:00.344Z