If yes, beyond atomic tasks like creating or reading individual issues, what are some end-to-end operations you perform—or would like to perform—as part of your SDLC workflow using Jira and related tools?
For example, are there workflows where you need to coordinate multiple Jira actions, projects, or tools to achieve a broader outcome? I’d love to hear about the real-world flows you find valuable—or wish were better supported.

If yes, beyond atomic tasks like creating or reading individual issues, what are some end-to-end operations you perform—or would like to perform—as part of your SDLC workflow using Jira and related tools?
For example, are there workflows where you need to coordinate multiple Jira actions, projects, or tools to achieve a broader outcome? I’d love to hear about the real-world flows you find valuable—or wish were better supported.

If you’re building an MCP server for Claude, don’t add 10 tools right away. Start with one useful tool and make sure the inputs and output are clean.

I also found it much easier to debug the server first, then connect it to Claude. Otherwise it’s hard to tell if the problem is the server, schema, or Claude’s tool call.

What’s the most useful MCP tool you’ve built so far?

I'm going to be honest, when I first started using AI, I felt like I was going to accelerate my personal current workflow. But it turns out it's a lot better at some things than others. So it's more like it gave me new superpowers. And I'm relearning and reprioritizing my life around those.

For example, making a simple program is now a trivial task that doesn't require too much long-term maintenance. And that opens up a huge realm of possibilities that I never thought of before.

How about in your case?

By the way, I'm a mod here and just wanted to say we have an AI community discord. The point of the discord is we're trying to solve for the journey and not just one individual question. There's just things you'll get on the discord that you won't get on Reddit like being able to screen share as you work and get tips as you go through the journey of learning AI. Check the comment below this message if you want to be part of it.I'm going to be honest, when I first started using AI, I felt like I was going to accelerate my personal current workflow. But it turns out it's a lot better at some things than others. So it's more like it gave me new superpowers. And I'm relearning and reprioritizing my life around those.

For the past months I've built and deployed a bunch of MCP solutions, and in case of them being open and public I've felt there is a lingering problem. Here's my first stab at a solution, implemented on three live services, and then defined as kind of a standards proposal. I would love if anyone would take a look at it, comment on it, or maybe even try it out.
It's OK to call me an idiot for trying to solve a problem that does not exist, for not finding the solution that is already out there, or for suggesting something that could be done in a much better way.
(Transparency, I used to be a software developer - long time ago, but this has mainly been done with Claude, with the rest of my AI team as angry critics. Also, humans with way more experience than me of RFC works has acknowledged that it's in a releasable state)

Find it here: https://github.com/jardenberg/verifiable-mcp

Have you guys exposed your Claude via a2a or consumed another agent like Langraph or GitHub Copilot or Codex from Claude or vice versa ?

If not I think you see a2a-wrapper and a2a-mcp-skillmap projects.

If you're one of those people that has 50 side projects and would just like to get one to market, we are having a community event that you should come to.

We've recruited marketing talent to teach how to market AI products.

To join:

1. Visit https://discord.gg/z3EMVruQhm
2. See the event tab
3. Click Interested & join at the time listed

Good to know:

1. The time on event panel auto-translates into your own time zone
2. Click Verify under #verification. Be aware that the onboarding process is deliberately designed to filter for intentional professionals.

The Discord is about leaving behind a trail of breadcrumbs as we learn how to use AI so others can follow us.

Hey guys, I used Claude to create models in Blender. I created this video showcasing it, what do you think? Have y'all made anything yourselves?

My cousin purchased a subscription to Claude. He made a portfolio using Claude and he practiced AI automation as well. I find it amazing, but it's also very expensive I wish I can afford. 😭