AI Party
For makers with taste. Hosted by
Antonija Pek
and
Vitali Gusatinsky
.
Spotify
Apple Podcasts
RSS
#
Episode
Date
Length
2
Optimizing Dev Workflows with AI: Tools, Agents, and QA
Personal Development Setups: Remote access devices, Tailscale, and Antonija's task management. Advanced Prompting & AI Agents: Strategies for auditing projects, using subagents, and generating HTML reports. Latest AI Tools & Market Trends: Framer Agents 3.0, InStatic (open-source design CMS), Fable 5.6, Sol High, and the contrasting strategies of Anthropic and OpenAI. AI's Impact on Developer Work…
Jul 18, 2026
49m
1
AI Party: Rebrand, AI Overload, and the Future of Design Tools
Welcome to the first episode of AI Party! In this episode, Antonija announces the rebranding of Design Party to AI Party, reflecting a broader focus on AI, product making, and shipping things that matter. Podcast Rebrand: From Design Party to AI Party. Hosting Shift: Moving to a custom Cloudflare solution. AI Psychosis: Discussing the overwhelming nature of AI productivity and the desire for more …
Jun 11, 2026
16m
75
From Designer to Product Maker
- Why we both stopped calling ourselves designers - Service design + ethnography + AI = service operations re-engineered end to end - The Figma MCP bridge Antonija built to fix the official one's gaps - Real talk on vibe coding: lovable.dev, Bolt, and what "spaghetti held together" actually ships - The 3.2-jobs-per-AI-expert market and why so many roles stay open - AI as excuse for layoffs vs comp…
May 7, 2026
40m
73
Job Hunting in 2026? Honest Advice From a Designer and a Researcher
It's tough out there. Whether you're fresh out of school, switching industries, or just trying to stand out in a sea of AI-generated applications, the job hunt in 2026 will be brutal. In this episode, Antonija sits down with Sohvi Silius , User Insights Lead and fellow colleague, to share honest, no-fluff advice on CVs, interviews, LinkedIn, and everything in between. What we cover: Why the one-…
Dec 13, 2025
53m
72
Building Apps Solo with AI / Canva vs Adobe Showdown / Staying Competitive with AI Tools
Antonija and Vitali dive into the chaotic state of the design industry while running on fumes. From mass layoffs at Microsoft, Amazon, and Salesforce to the rapid changes AI is bringing to every profession, they discuss what it takes to stay competitive when the rules change weekly. Topics: The new job market reality and why being skilled isn't enough anymore, Canva makes Affinity free and what th…
Nov 17, 2025
37m
71
Death of Interfaces? / ChatGPT Psychosis / Figma MCP
In this episode, Antonija and Vitali dive deep into the weird, wild, and wonderful future of design, AI, and everything in between. Topics we cover: 🤖 Sam Altman’s vision of UI disappearing into the background 🖖 Star Trek as the blueprint for voice-based interfaces 🧠 ChatGPT psychosis and people forming relationships with bots 🎤 Dictation tools: Aqua vs. MacWhisper (and why $8 = too much) 💀 T…
Jul 1, 2025
43m
70
Figma Sites Fail / AI Design Trends / Prototyping Showdown
Episode 72: Vitali and Antonija dive into Figma Config 2025, why Figma Sites aren’t production-ready, first impressions of Figma Buzz and Make, and how AI is reshaping design workflows. They compare prototyping tools, explore AI content trends and job impacts, and debate “human-first” creativity. Plus, Android’s Material 3 for Gen Z, iPhone 17 wishlists, headphone showdowns, and personal updates, …
May 21, 2025
56m
69
Figma’s Villain Arc / Dev Mode Drama / Anxieties About Future
Antonija and Vitali catch up after a weird week in tech, starting with Figma’s unexpected “villain arc” and all the drama around Dev Mode. They dive into how it’s pissing off both designers and developers—and what it says about Figma’s direction lately. Then things get a little existential as they chat about the future of capitalism, burnout, and the weird pressure to constantly innovate. It’s one…
Apr 21, 2025
1h 0m
68
The Death of Traditional Design? / AI’s Impact on Careers / How to Stay Relevant
What We Talked About AI is eating our jobs? Or is it just making everything more annoying? Ethics in design: Can you really be a “good” designer while working for a business that just wants $$$? The “no experience” job market paradox: Should you just apply and let them say no? (Yes, duh.) Antonija’s app launch fail: Spent months coding, launched it, login was broken. 😭 Cursor & AI coding tool…
Mar 11, 2025
26m
67
Why UX Gets Worse in Big Companies / AI in Design & Code / Arc & The Browser Wars
In this episode, we’re getting into why UX tends to go downhill as companies get bigger, how AI is shaking up design and coding, and what’s going on with Arc now that The Browser Company is switching gears. We chat about Figma’s growing pains, the AI tools that are making work faster (and maybe more fun), and why designers need to think beyond just pixels. Plus, we’re sharing some must-try apps th…
Feb 15, 2025
50m
66
Working with Developers / Design Tools & Future / Designers vs. Coding
Join Antonija and Vitali on Design Party as they dive into enhancing designer value by understanding developer needs, improving workflows, and fostering collaboration. They discuss the importance of holistic evaluation, the pitfalls of handoff, and the human aspect of teamwork. Discover insights on design tools, the future of prototyping, and why learning basic coding can transform your design car…
Nov 29, 2024
42m
65
The Death of .IO / Figma's Controversial UI3 / The Future Figma Needs
In this episode, we dive into the unexpected controversy surrounding .io domains as the UK's handover of Indian Ocean territories to Mauritius raises questions about their future by 2030. We then explore Figma's new UI3 update, discussing its mixed reception among designers, the surprisingly useful AI features (currently free but becoming paid in 2025), and ongoing usability challenges with the ne…
Oct 27, 2024
21m
64
Figma And AI / Canva Price Hikes 300% / Design Creativity vs. AI
In this episode of Design Party, Antonija and Vitali dive into the hot topic of AI in design. They discuss Figma's new AI features and the excitement around its Slides tool, expressing concerns about AI potentially stifling creativity by reusing existing designs. The hosts also touch on Canva's significant price hike due to new AI features and worry about the future of Affinity's products after it…
Sep 15, 2024
37m
63
Figma's New Pricing Model / How To Move Figma Library To A New File / Zeplin To The Rescue
In this episode of Design Party, Antonija and Helena dive into the intricacies of Figma's Dev Mode pricing, explore Zeppelin as a valuable alternative, and share their experiences with design critiques. They also touch on moving libraries in Figma and the launch of Superlist. A blend of technical insights and personal anecdotes, this episode is a must-listen for designers and tech enthusiasts alik…
Feb 16, 2024
46m
62
Figma Dev Mode Pricing / How To Organise Figma / New Website! / Lunacy
In today's episode of Design Party, we dive into the nuances of Figma's Dev mode and explore the benefits of organizing a Figma file efficiently. We discuss the recent changes Figma has made, pushing code inspection behind a paywall, and how this impacts the handoff between designers and developers. Additionally, we share our experiences with Lunacy, praising its potential as a robust design tool.…
Feb 9, 2024
31m
61
Navigating Tech Layoffs / Figma's DevMode Pricing / Amie and Posts Launch
In this episode of Design Party Podcast, our hosts Antonija, Vitali, and Helena delve into several pressing topics in the tech and design industry. They discuss the recent wave of tech layoffs impacting companies like Google and Figma, exploring potential reasons behind this trend. The conversation shifts to Figma's new policy of charging for DevMode, sparking a debate on its impact on developers …
Jan 29, 2024
29m
60
Adobe IS NOT Buying Figma / Figma Wins? / 2023 Wrap!
In this episode Helena and Antonija are commenting the dramatic Adobe and Figma divorce. As this is the last episode of the year we are taking some time to chit-chat about 2023.
Dec 22, 2023
34m
59
Nokia Layoffs / Figma vs. Design System Roles / Job Market Dumpsterfire
Join hosts Antonija and Vitali in this episode of Design Party as we delve into the dynamics of the design world. We explore the challenges in the tech industry with a focus on Nokia's strategic missteps, share valuable tips for navigating the complex job market, and discuss the impact of Figma's latest developments on modern design practices.…
Dec 9, 2023
40m
58
Adobe Annual Contract?! / Design Systems Gatekeeping / Figma Variables / Photomator
In this episode of Design Party Podcast, hosts Helena and Antonija dive into the murky waters of dark UX patterns, with a particular focus on Adobe's complex subscription cancellation process. If you're contemplating canceling your Adobe subscription, you'll want to listen closely; the company's user experience design could leave you with unexpected fees. But it's not all cautionary tales; we also…
Oct 6, 2023
40m
57
Perfect Job Doesn't Exist? / Figma is Gatekeeping?! / BeMore Festival 2023
In this episode, hosts Antonija and Helena dive into the complexities of job hunting, discussing the importance of self-awareness and asking the right questions to find an optimal job fit. They explore the notion that the "perfect" job may not exist but emphasize the value of knowing what you want in a workplace. The conversation then shifts to Figma's new enterprise-level features, examining how …
Sep 2, 2023
24m
56
The LTT Drama / Making Time for Learning / FOMO vs. Mental Health
🎤 Antonija podcasts through her fifth day with Covid. 🎧 The team delves into the unexpected drama of Linus Tech Tips. 📚 Discussion on the journey of a designer's education, from online courses to mentorships. 🤝 Vitali talks about the nuances of interactive psychological safety in workshops. 💡 Helena ponders the allure of hard skills for young designers. 🚴♀️ Helena's potential fusion of down…
Aug 18, 2023
53m
55
Figma Config 2023 / Where Figma Falls Short... / It's Hard To Keep Up With The Industry
Join Antonija, Vitali, and Helena in this episode as they discuss the latest trends and developments in the design industry. They share their insights on Figma's new features and the potential of its new developer mode, fresh from Figma Config 2023. The hosts also delve into the recent acquisition of Diagram by Figma and its implications for the future of design. They discuss the current state of …
Jul 17, 2023
1h 0m
54
Secrets of Design Mentors
Antonija and Ali discuss the pros and cons of different mentorship platforms, including the importance of finding the right fit for individual learning styles and the potential problem of mentees ghosting their mentors. Antonija and Ali also touch on the stresses and responsibilities of being a designer, including the anxieties that come with the job. Check Ali online! LinkedIn: https://www.linke…
Jun 14, 2023
56m
53
Uhm, Figma Commenting Sucks? / Company Culture / Big News
In this episode of Design Party, the hosts dive into a thought-provoking Twitter discussion about design collaboration and the role of tools like Figma. Antonija, Helena, and Vitali share their perspectives on the topic, highlighting the importance of healthy work environments, effective processes, and open communication. They discuss the impact of micromanagement, the need for better commenting p…
Jun 7, 2023
30m
52
Apple's AR Future / AI Tools That We Love / Deepfake Dangers
In this riveting episode, our hosts dive into the fascinating and sometimes controversial world of AI. They explore the cutting-edge tool Supernormal, a game-changer that transcribes and summarizes video calls, revolutionizing user research. The conversation takes a thrilling turn as they delve into the darker side of AI, highlighting the potential threats of convincing deepfakes and an over-relia…
May 15, 2023
34m
51
Designer Anxieties Pt. 1
In this episode, Antonija delves into designers' work anxieties by gathering insightful responses from the Posts app. Join Antonija and Vitali as they unpack these candid answers, offering thoughtful commentary on the struggles and pressures designers face in the workplace.…
May 10, 2023
1h 2m
50
Complexity vs Simplicity in Product Design And Beyond
Antonija welcomed a guest this time, Dima, who suggested to chat about simplicity and complexity in context of product design. It's not so simple! Defining what is simple and what is complex requires a lot of context and us two are trying to figure out what this actually means! Check the links mentioned in the episode - Bret Victor talk about the novel interface to understand complex idea https://…
Apr 22, 2023
46m
49
The Value of Customer Support Pt. 2 / Designing Exit Journeys / Again AI Stuff
Antonija and Helena met once again to continue from where they have left of a couple of weeks ago. The chat start with sharing good and bad customer support stories, then it derails into brainstorming if reading human emotions would be a viable source of data for design... And AI again drag itself into our minds! Links from the episode https://octopus.do https://toffeeshare.com…
Apr 3, 2023
38m
48
Elon vs Halli / Are Online Communities Depressing? / OpenAI in design and coding
In this episode, Antonija, Helena, and Vitali are chatting about the recent Twitter fiasco involving the firing of Halli, the famous designer from Iceland. As always lately, OpenAI squirmed into our thoughts once again.…
Mar 24, 2023
52m
47
The Value of Customer Support Pt. 1
In this episode, hosts Antonija Pek and Helena Bukovac discuss the value of customer support in informing and inspiring better user-centered design decisions. They also share their own horror stories where customer support saved the day. Tune in to learn how customer support can provide valuable feedback on user experience, identify pain points, and help designers stay up-to-date on user trends an…
Mar 3, 2023
37m
46
Hot Takes on Generative AI: Shaping the Future of Product Design
In this episode, we're joined by Antonija and Vitali to discuss their views on ChatGPT and generative AI, and the impact it will have on design. One of our guests believes that AI will help us become better designers, while the other thinks that the future of AI could lead to even less demand for designers. Listen in to find out who holds which view, and what it could mean for the future of the de…
Feb 26, 2023
51m
45
Design Tokens & How Can AI Fuel Design
In this episode we dive into the world of design tokens and explore the relationship between designers and developers. Join us as we delve into the world of UI/UX and product design and explore the future of collaboration. - https://design-tokens.github.io/community-group/format/ - https://www.fraktio.fi/blogi/mikä-erottaa-design-systemin-ja-komponenttikirjaston (in Finnish still) - https://www.yo…
Feb 6, 2023
34m
44
Which is better? Spotify vs Apple Music vs Youtube Music!
Antonija, Helena and Vitali share their experiences in using music apps and comment their usability, features and everything in between.
Jan 20, 2023
38m
43
Wrapping up 2022
Finally, we have the magical trio - Helena, Vitali and Antonija gathered for one last episode of 2022. Check Vitali’s design course https://fraktio.teachable.com/p/get-started-with-facilitation
Dec 29, 2022
1h 4m
42
Agency life
Vitali shares his experiences from an agency life!
Dec 27, 2022
39m
41
Handling error messages
Antonija and Vitali share their experiences around error handling and some good practices.
Nov 8, 2022
48m
40
Subscription Hell
Helena and Antonija visit their list of apps with paid subscriptions and come to a shocking realization. Do we live in the era of subscription hell? Is there a better way forward? Antonija's favorite apps Grammarly Flow Keystroke Pro Cursor Pro Spark…
Oct 24, 2022
41m
39
Designing with code in mind
Here are resources for further reading. https://www.nngroup.com/articles/design-operations-101/ https://www.youtube.com/watch?v=ylDed18OVdY https://www.figma.com/community/plugin/843461159747178978/Figma-Tokens…
Oct 10, 2022
55m
38
What?! Figma is sold to Adobe!
Check out Vitali's presentation https://youtu.be/cwLepGcOANs
Sep 17, 2022
39m
37
Prototyping
In this episode, Antonija and Vitali chat about prototyping — why do we need it? What tools are out there? And share our own experiences.
Sep 15, 2022
39m
36
The past, the present and the future of our design paths
In this episode, Vitali and I went to the public library Oodi in Helsinki and recorded our episode there. We took a walk down a memory lane and reflected on our beginnings in design, where we are now, and where our future is, or at least wishful thinking about where we see ourselves in the next few years.…
Jul 17, 2022
45m
35
The Future of Figma
Antonija and Vitali are recording for the first time ever in the same room! We are talking about the future of Figma, going into detail about what we like, dislike, and would like to see happen in the next years with our favorite tool for designing. Send us a message if you're listening on Spotify! Leave us a rating if possible — it helps reach more designers.…
Jul 1, 2022
32m
34
Processes in design teams
Antonija and Vitali share tips and insights on design processes. Tools mentioned: https://spline.design/ https://rotato.app/ https://jitter.video/ https://rive.app/ https://motionplugin.com/
Jun 6, 2022
30m
33
Frustrations in product design
In this episode, Vitali and Antonija go through responses Vitali got from designers on a meetup. The question was, "what are your biggest frustrations in your role as a designer". We think responses are pretty relatable, and we decided to take a few and share our thoughts.…
May 24, 2022
39m
32
New breed of designers?!
Hi, your host Antonija here. I met Riley through Good News and we had a little discussion about the new breed of designes. Who are they? What do we mean? Well, hit play and find out.
May 6, 2022
26m
31
How to have an eye-catching portfolio when you work under NDAs
Helena and Antonija are discussing ways to show your work while having all of those NDAs hovering around you
Apr 21, 2022
40m
30
How to handle rejection from a job application
Antonija and Vitali are chatting about getting rejected from job applications. We are sharing tips on how to apply, how to handle rejects, and sharing some salty personal stories.
Apr 4, 2022
33m
29
Interfaces and user-experiences we don't really like
Antonija, Helena and Vitali are discussing about services and apps they don't like because of a bad UX
Mar 21, 2022
49m
28
Chatting while watching Apple event (extra episode)
Vitali and Antonija are watching Apple event and sharing their thoughts.
Mar 12, 2022
1h 25m
27
How to survive being the solo designer in an early startup?
Antonija invited a guest co-host Stefan to talk about startups and being the only designer. Contact for design help @heystefan_ @antonijapek
Mar 7, 2022
55m
26
How to handle stress and avoid burnout
In this episode, Antonija and Vitali talk about handling stress and avoiding burnout. We all know recovery is important, but what are the signs we should look out for and how can we manage being overworked? how does the parasympathetic nervous system help us feel balanced? We reflect on our experiences and offer techniques to help tackle these important challenges.…
Feb 28, 2022
36m
25
Design s#x test
Helena and Antonija share tips on how not to embarrass yourself when you are naming your product that will ship globally. We share a little anecdote from rebranding our podcast and examples of big brands.…
Feb 14, 2022
39m
24
How do we handle time management
In this episode, Helena and Antonija discuss what organization and self-organization are. How do we keep up with our daily private and work tasks, and what helps us stay afloat. One of us obsesses about the organization and the other about efficiency! We also share our preferred tools and our workflows. The newest of the news is our social handles and a website! Join us at http://designpartypodcas…
Feb 7, 2022
35m
23
Passive aggressive "The Design Tools Survey" review
In this episode of a very attractive title, Helena is joining me in discussing the UX tools survey for 2021. We talk about the state of the tools, give our opinions on whether we agree or if there is something surprising, and as announced - we passively aggressively bash on (almost) everything. Not to be lazy, we also give out a list of tools we would like to see grow, use more or just enjoy using…
Feb 2, 2022
48m
22
Demistifying user research
Today’s episode discusses user research: what it is, what types of research are there, how it can help your work, and where to begin. Resources mentioned: Don’t make me think by Steve Krug https://www.amazon.com/Dont-Make-Think-Revisited-Usability/dp/0321965515 Just enough research by Erika Hall https://www.amazon.com/Just-Enough-Research-Erika-Hall/dp/1937557103 Article on how to do remote user r…
Jan 29, 2022
37m
21
Predictions for 2022 with Vitali Gusatinsky
Amazing designer Vitali Gusatinsky is joining me in this episode to talk about 2022 and what it means for product design. We speculate what will be trendy this year and where designers' focus will shift in order to craft better experiences.…
Jan 15, 2022
29m
20
Catching up
After a long 6-month break, Helena and I decided to catch up and talk a bit about what had happened.
Dec 14, 2021
19m
19
Figma Config 2021
In this episode, we deep dive into what happened in Figma Config 2021. Helena didn't watch so I am going through features and how I see them as a product designer.
May 2, 2021
35m
18
Tips for junior designers
Antonija and Helena discuss tips and tricks for junior designers! As with all tips and tricks, this is just a list what we wish someone told us while we were starting our careers. The tips are divided in three categories - general tips, skill tips and personal development! And as always, we steer away from the topic, but in a good way. If you have any ideas or just want to say hi, leave us a messa…
Apr 20, 2021
48m
17
Hard skills for designers
What are hard skills knowing your tools (adaptability) for designing prototyping communication coding? Design theory typography colors rules of visual perception common UI patterns HIG, Material Design Management - deep dive next time Other valuable skills Strategic thinking networking negotiation teamwork independence marketing knowledge business knowledge…
Apr 10, 2021
39m
16
Tools we use for design
Tools mentioned Productivity tools Notion Toggl/Clockify A timecube! Linear Jira Todoist Trello Communication Slack Teams Around Zoom Meet Skype Design tools Sketch 🧡 Figma 💜 Principle ProtoPie Blush Spline Adobe iPad Procreate GoodNotes…
Apr 2, 2021
49m
15
iOS vs. Android
In today's episode, Antonija and Helena discuss iOS vs. Android. Weirdy, we both use Android as our daily driver. Antonija is thinking about switching to iOS, but Helena stays loyal to Android, and why is that? Listen and find out.…
Feb 19, 2021
37m
14
Redesigning the world
Helena and Antonija are discussing non-digital and digital products and ask themselves are they designed for everybody or is accessibility an afterthought?
Feb 12, 2021
45m
13
Soft skills in designer's life
What are soft skills and why do we need them as a designer and a human being? In this episode Helena and I are talking about — soft skills. Remember to leave us a voice message on Anchor!
Feb 2, 2021
37m
12
Learning Finnish and life as an immigrant in Finland
In this episode, I had a guest from Belarus living in Finland and a master of languages Maryna! We chat about the struggle to learn Finnish and what do we like about Finland.
Jan 29, 2021
44m
11
How to run a design business (when just starting)
Many of us want to run our own design business but that's no easy task. In this video episode of the Design Party podcast, I have a guest joining to illuminate the topic and share some tips. Philip Wallage is a designer from the Netherlands and as a business owner, he will share incredible information on how to start and maintain your own business.…
Dec 28, 2020
42m
10
Design Trends
In this episode we are discussing design trends, we also visit into accessibility in design and then we share our views on trends and what's "in" these days.
Dec 19, 2020
34m
9
Design Systems
Helena and I are chatting about design systems!
Nov 7, 2020
26m
8
Many lives of a designer with Daniel Motta
Daniel Motta is a design leader from Brasil, now located in Helsinki. I had a blast chatting with Daniel about many lives of a designer where we discuss changing disciplines, learning new ones, and life as a designer in general. The game I mentioned. It is called Science Kombat . It was made by Daniel's friend Diego Sanches, who's an amazing illustrator who found a niche in Pixel Art . Meet your h…
Oct 30, 2020
24m
7
How did we become designers?
Helena and I are chatting about our journey of becoming designers. All hardships and nice stuff that happened along the way.
Oct 6, 2020
29m
6
Designing for users
Helena, a designer from Croatia, and I are chatting how to design for users, we also touch Dribbble and asking tools from your managers (and failing). You can see more about Helena on her Linkedin . If you want to leave us a voice message go to anchor.fm/designparty.…
Aug 29, 2020
31m
5
Marketing specialist and a product designer chat about Impostor Syndrome
My friend Lena and I are chatting about Impostor Syndrome and how to overcome it. If you have thoughts about it leave a voice message on Anchor! Learn more about your host Antonija Pek. Leave us a message https://anchor.fm/designparty/message…
Jul 12, 2020
32m
4
Moving to another country to work
My friend and a product designer Samanta joined me to talk about our experiences of moving to another country to work as designers. Samanta moved a bit more, even switched continents between the US and Europe and I talk about my experience moving to Finland. Follow Samanta on Twitter! Learn more about your host Antonija Pek. Leave us a message https://anchor.fm/designparty/message Music Funky One …
May 11, 2020
39m
3
Daily routine in freelance product designer's life and chitchat about apps
Pete Mo is a freelance designer from London and we teamed up in this episode to talk about working remotely, being a freelancer, Pete also illuminated to me that TikTok is for adults as well, and also shared some nice stories and series to watch. Connect with Pete Mo https://www.linkedin.com/in/pete-mo/ https://www.instagram.com/iampetemo/ www.iampetemo.com Leave me your voice message! https://anc…
May 4, 2020
47m
2
Personal and professional struggles during COVID19
I invited my friend and fellow product designer Samanta to join me again and in this episode, we will chat about how Coronavirus impacted our industry, how are we coping with it and what are our personal and professional struggles. Follow Samanta on Twitter! Learn more about your host Antonija Pek . Music Funky One by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3790-funky-one License…
Apr 14, 2020
25m
1
Remote work during COVID19
Today I invited my friend and a product designer Samanta Aquino to talk about remote working during COVID19 and staying productive. Welcome to the first episode! Follow Samanta on Twitter! Learn more about your host Antonija Pek at https://apek.me/ Apps mentioned in the podcast linear.app miro.com https://store.steampowered.com/app/442070/Drawful_2/ Music Funky One by Kevin MacLeod Link: https://i…
Apr 2, 2020
24m
Optimizing Dev Workflows with AI: Tools, Agents, and QA
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