Pieces for Developers
On-device AI development assistant for your entire workflow
Shepherd
Meeting notes, agendas & tasks - in Google Calendar & Meet
Updated February 2026
| Pieces for Developers | Shepherd | |
|---|---|---|
| Rating | 4.7★ | 5.0★ |
| Reviews | 35 | 17 |
| Pros | 3 | 21 |
| FactScore™ | 72.8 | 62.8 |
FactScore™ Comparison
FactScore™ weighs both quality (rating) and popularity (reviews) for a fairer ranking than stars alone.
Pros & Cons
Only in Pieces for Developers — Pros
Ai integration High accuracy Multi platform extensionBoth tools — Pros
—Only in Shepherd — Pros
Improved meeting productivity Easy to use Collaborative notes Time-saving Easy note sharing Google Meet integration Meeting minutes capture Fast product improvement Google Calendar integration Meeting notes storage No multi-tabs Productivity app integrations Remote team collaboration Structure meetings Agenda management Assign action items Custom agendas Email sharing Export to Notion Streamlined processes Task allocationOnly in Pieces for Developers — Cons
—Both tools — Cons
—Only in Shepherd — Cons
Lack of home page for previous meeting notesDetails
| Pieces for Developers | Shepherd | |
|---|---|---|
| Categories | Productivity, AI Coding Agents, AI Infrastructure Tools | Productivity, Chrome Extensions, Meeting software |
| Platforms | Web | Web |
| Became Popular | June 23, 2023 | March 3, 2022 |
| Website | pieces.app | www.meetshepherd.com |
Who Should Pick Which?
Choose Pieces for Developers if...
- Ai integration
- High accuracy
- Multi platform extension
Choose Shepherd if...
- Improved meeting productivity
- Easy to use
- Collaborative notes
With a FactScore™ of 72.8 vs 62.8, Pieces for Developers leads in community reception. Pieces for Developers uniquely offers Ai integration and High accuracy, while Shepherd stands out for Improved meeting productivity and Easy to use.
What Users Say
Pieces for Developers
The LTM-1 feature is magical, it helps keep the long-term memory for my workflow and help me use my favorite LLMs inside most of my IDEs.
Great Initiative by Tsavo and his fabulous team 🚀 I saw many concepts like this but not this because this is unique concept and very useful for dev teams🙌 Yes. Pieces have potential to crash mark...
Pieces for Developers greatly improves how developers interact with the smallest elements throughout their day-to-day processes with an intelligent code snippet manager. I think it's an extremely u...
Shepherd
Amazing product, I especially love taking meeting notes and exporting to Notion with a click. Also love the integrations.
I use shepherd as an individual and not necessarily with my team as they are all very much physical presence meeting people. This product has helped structure my thoughts before and during meetings...
I have been an early user of Shepherd for a few weeks now, and it has already improved the meetings I host. It helps with ensuring an agenda before a meeting, because I have a clear place in my cal...
Frequently Asked Questions
Which is better, Pieces for Developers or Shepherd?
Based on FactScore™, Pieces for Developers leads with a score of 72.8 vs 62.8. Pieces for Developers has a higher rating of 4.7★ compared to 5.0★.
What are the pros of Pieces for Developers compared to Shepherd?
Pieces for Developers uniquely offers: Ai integration, High accuracy, Multi platform extension.
What are the pros of Shepherd compared to Pieces for Developers?
Shepherd uniquely offers: Improved meeting productivity, Easy to use, Collaborative notes, Time-saving, Easy note sharing.
Is Pieces for Developers better rated than Shepherd?
Pieces for Developers is rated 4.7★ from 35 reviews. Shepherd is rated 5.0★ from 17 reviews.
What is the FactScore™ of Pieces for Developers and Shepherd?
FactScore™ weighs rating and review volume together. Pieces for Developers scores 72.8 and Shepherd scores 62.8.
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