Builder, Tech enthusiast
Seattle, WA
Joined February 2009
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deepesh mohnani retweeted
Today we're releasing our AI SDLC transformation playbook, where we share best practices to deploy AI at enterprise scale
Engineering leaders frequently ask how Atlassian thinks about our AI-native SDLC. This playbook is our answer, informed by our own transformation and learnings from top engineering organizations we work with
Come find us at the AI SDLC booth at Team '26 EU this week for a physical copy (and merch) atlassian.com/blog/ai-at-wor…
As a PM, my favorite way to use AI with Confluence is to give my custom agent a draft and ask it to poke holes.
Where’s the customer evidence? What’s the tradeoff? Which dependency am I missing?
It helps me bring sharper thinking into reviews and move decisions forward.
deepesh mohnani retweeted
Next month, we will be in Amsterdam for Team Europe. We are deep in planning for the keynote, and I wanted to share how we are using our tools to help.
Starting from a Slack channel with customer feedback and a Loom recording discussing the keynote, I used Codex to create a Confluence database of potential demos. This is now possible with our new Confluence MCP v2.
Here’s a quick look at how it came together.
Before a review, I used to guess what feedback I’d get.
I built a Rovo skill that uses Teamwork Graph, respecting permissions, to learn from past meetings and comments, and helps me see the doc through each stakeholder’s lens.
It saves a few rounds of back and forth.
Ping me for the prompt.
What workflow would you build?
Welcome Tyler! Cant wait to see what you are building.
Heya, I'm Tyler 👋 a principal engineer at @Atlassian.
I've been building here for a long time, and working on AI since the GPT-3.5 days, when you had to figure out what you really could do with a 4K context. good times (seriously! it was so fun).
I'm going to start sharing more of what i build and how i work: agent workflows, experiments, and lessons from getting AI to do useful things.
I'm still learning plenty myself since it's changing every day.
When did y'all start building with AI?
Last time I posted here, we were all still calling it Twitter.
These days I work on agentic Confluence at Atlassian.
The thing I spend most of my time on: knowledge tools were built for humans reading them. Agents read and write now too. And this isn't a filing cabinet, it's where teams think out loud, make decisions, and hand off context. Almost none of that assumes an agent in the room yet.
I'll post what we're figuring out, including the parts that aren't working.
Opinions mine.
Everyone keeps writing longer prompts for their agents. I moved mine somewhere else.
I set the instructions at the Confluence space level. TL;DR at the top of every page, decisions link to their Jira, no marketing voice. Any agent that works in that space follows them.
The space does the nagging now, not me.
Did you know folks are creating more #confluence pages via #MCP and #TWG CLI than before. There is no blank page issue, sparring with your fav AI is a lot and then documenting for your team is a lot easier now. Check out our MCP V2 Preview and TWG CLI. developer.atlassian.com/clou…
deepesh mohnani retweeted
Launch prep, one prompt. ⚡️
With Atlassian’s MCP, use agents like @claudeai to:
→ Generate the brief
→ Build the asset tracker
→ Map the narrative whiteboard
→ Export the PR for legal
→ Create agency share links
Everything you do in Confluence, your agents can now do too. 🧵👇
This is where agents start to feel real in Confluence.
With Rovo MCP v2, agents can now take action in Confluence, not just read from it. Create, update, comment, and write back to the source of truth your team already uses.
Try the preview and share what you want agents to do next.
community.atlassian.com/foru…
deepesh mohnani retweeted
"By employing gen AI and agentic frameworks, we have significantly streamlined our model development lifecycle, reducing timelines from six months to mere weeks." - Deepesh Mohnani, MSCI - cloud.google.com/transform/m…
It’s the first time in over a decade that I booked an @AlaskaAir flight over @Delta voluntarily. I have been a platinum member for over 6 years but this change did alienate me. thepointsguy.com/news/ed-bas…
So folks in first class need more time then parents with two young kids, two bags a stroller and car seat. What gives @Delta
The macro is bad and we have to eliminate roles. Ya, right!
businessinsider.com/salesfor…
Question for the folks that all well versed in the US banking regulation. Is FDIC Insurance tied to the person / entity or to the person and Bank? #BankCrash #SVB #FDIC
Looked at my water bill a bit closely this time. So I am paying the city for the water I consume, then wastewater and then another charge for cleaning that water so it can be sold back to me. I am paying 2x to dispose of the used water. What a ripoff @bellevuewa