I gave Claude six months of our retros. It found three things I'd missed.
The author discusses their experience using AI, specifically Claude, to analyze retrospectives and action items in their project management workflow. By integrating Claude with various tools, they have improved the tracking and resolution of action items significantly. The use of AI has allowed for more efficient data analysis and better decision-making in team meetings.
- ▪The author used Claude to analyze six months of retrospectives and found insights they had previously missed.
- ▪By automating the review of action items, the median age of unresolved items dropped from 47 days to 14 days.
- ▪Claude's integration with multiple tools allows for comprehensive data analysis, improving the efficiency of project management.
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| Original publisher | DEV.to (Top) |
| Canonical URL | https://dev.to/mattlewandowski93/i-gave-claude-six-months-of-our-retros-it-found-three-things-id-missed-c1p |
| Publication time | Mon, 18 May 2026 05:45:10 +0000 |
| Retrieval time | 2026-05-18T06:04:56.103Z |
| Last seen | 2026-05-18T06:04:56.103Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | aHPxyYG25oAo |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
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| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 1262492) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Matt Posted on May 18 I gave Claude six months of our retros. It found three things I'd missed. #ai #mcp #productivity #agile There's a thing PMs do that nobody puts on a job description. Every couple of weeks, after a retro, you flag three or four items in your head as things to watch. Then a sprint goes by. Then another.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at DEV.to (Top).
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