AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 119,000+ PMs

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The Product Compass Newsletter trusted by 125,000+ PMs: https://www.productcompass.pm/

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Paweł Huryn

Google keeps dropping AI gems 💎
(Not just for PMs)
This time, a new 72-page PDF on Context Engineering.

Inside:
- Context engineering 101
- Sessions management 101
- Session management for multi-agent systems
- Long context conversations
- Memory: types, patterns, architectures, scopes
- Memory: extraction and consolidation
- Memory: as a tool, in the prompt, in the history, procedural
- Testing and evaluating memory
- Memory: privacy and security risks

Free PDF (Google Drive): https://lnkd.in/dcw3PD_6

You might also benefit from:
- Context Engineering for PMs (explains tools, tool calls, RAG architectures, and practical best practices beyond the PDF): https://lnkd.in/d_XVN5KV
- The Ultimate Guide to n8n for PMs: https://lnkd.in/dKYZ5Y3n
- How to Build a RAG Chatbot, No Coding: https://lnkd.in/dew--RqD
- How to Build a Multi-Agent Research System, No Coding: https://lnkd.in/dpBGF3pq
- The Ultimate AI PM Learning Roadmap: https://lnkd.in/dkmU7_gr

Hope that helps!

AI PM | Start building. Stop theorizing. I build with AI and share what works. 129K+ subscribe.

Context Engineering by Google

100%. Unless you're a dev living in the terminal, all you need is Claude Desktop UI.

Adding to Justin's thoughts:

Claude Desktop + Desktop Commander MCP gives you OS-level control - process management, .MD files, diff-based file editing across your entire system, shell commands. Plus better conversation branching and artifact handling.

Want to run a fully impersonated Chrome, analyze audio files, or compress a folder? You can do it from Claude Desktop.

You also get full skills and MCP support with one-click installs.

Claude Code is built for devs. Recommending it to non-technical users for daily work keeps blowing my mind.

---

[Edited] Claude Cowork released 1 day after this repost:
- makes everything easier
- is available only for Claude Max users on macOS
- doesn't cover everything Desktop Commander handles (e.g., a fully impersonated browser)

What changed: Anthropic made the obvious choice impossible to miss.

What didn't change: the right answer was always Claude Desktop, not Claude Code.

More about Claude Cowork: https://lnkd.in/d7wrG22E

Two tools you should consider using:

Obsidian
Claude Desktop

Obsidian is a clean way to write markdown files. Why Markdown? It’s the defecto plain text document for AI. 

Claude Desktop in “Code” mode. This will allow you to easily read and use your markdown files right in Claude (yes, Claude Code is now in Claude Desktop directly).

To what end?

A source of truth for your entire business or project. Bring it all here. 

Obsidian works on file folders so you can easily sync it like any other folder (dropbox, gdrive, etc). Obsidian also has a built-in Sync service that enables remote team sharing as well as iPhone syncing.

Claude Desktop now has Claude Code built in. This means you can connect Claude Desktop to your Obsidian docs on your local computer using the local files. This can keep you, your team, and Claude all in sync while doing any LLM stuff you might need. Further, you can use it to build up a public knowledge base to display on your website (if you want), you can use it to surface questions to create content, you can use it to track public content, and much more. 

Good luck!

https://obsidian.md/

https://lnkd.in/gNRrp6E5

Open article: Download Claude | Claude by claude.com

Shortcut

Senior User Experience Designer

CEMIT

Gelato

- Identify areas where users are experiencing difficulties or areas that could be improved
- Collaborate with product owners, analysts, and stakeholders to meet business requirements
- Create design prototypes based on research and feedback from customers
- Work with Product and Engineering teams to improve existing products or develop new ones
- Ensure that designs can be effectively implemented by working closely with the engineering team
- Present design concepts to cross-functional teams for feedback and approval
- Ensure that all designs adhere to industry standards for usability and accessibility.

Dell Technologies

Senior Product Designer

- Directed and verified concept decisions through User Testing methodology and existing data
- Worked closely with User Experience designers, Product Managers, the Engineering team, and Leadership to ensure project success
- Conducted design audits to ensure adherence to Design System
- Collaborated with Test Automation Engineers to ensure accessibility standards were met
- Passionate about User Experience and ability to work collaboratively with stakeholders for successful project delivery

Highlights
- I was responsible for overseeing the UX design of a team that created a content automation solution resulting in a noteworthy 90% decrease in our go-to-market time.
- I had the privilege of being a member of the Accessibility validation tool team.
- Mentoring junior designers

Product Designer

PixiNest Pvt Ltd

- Successfully utilized design thinking to improve website performance by 3X
- Conducted extensive research and development to create technical prototypes with cutting-edge features and technologies
- Focused on designing and optimizing reusable language systems and modules for scalability and design requirements
- Prioritized efforts resulted in a top-notch user experience that exceeded expectations

Lead UX Designer/ Visual Designer

Zydus Group

- Create human-centred design, planning and conducting user research, usability studies, A/B testing, and rapid prototyping, and can address usability and accessibility concerns.
-  Visual Designing to bring a good understanding of visual hierarchy, grid systems, and typography
- Create wireframes and prototypes at various levels of fidelity
- Deliver meaningful campaign designs for relevant teams across the organisation
- Provide expert creative direction, concept development, and production oversight

Lead Visualizer

CIGNEX Datamatics

- Develop clear and compelling user interfaces to achieve product and business goals.-	Shape the visual identity for CIGNEX Datamatic’s core tools and pages whilst ensuring the consistency and quality of the brand’s look & feel.
- Maximized system performance, enhancing the end-user experience by applying iterative back-end development updates.
- Conducted unit testing to deliver optimal browser functionality.

Sr. Consultant 

Various Companies

- Provide creative vision and art direction for artwork development for clients globally.
- Develop corporate brands while adhering to individual company guidelines.

Senior Graphic Designer

I'm a Senior UX Designer with 10+ years of experience creating intuitive and accessible web and mobile experiences for various industries. At Cemit, a leader in data intelligence for railways, metro, and light rail, I solve complex problems through user-centered design, balancing user needs with business goals.  I'm passionate about crafting solutions that improve efficiency and enhance user satisfaction.

My expertise lies in Lean UX, Design Thinking, and User-Centered Design. I use tools like Figma to create prototypes and mockups, and I excel at collaborating with cross-functional teams, including product owners, analysts, and stakeholders.

Key Achievements:
Production house management tool(Gelato): Worked on a fully integrated print management system, optimizing workflows, procurement, and logistics for 90% faster onboarding.

Apparel management tool (Gelato): Reduced apparel partner onboarding time by 78% and significantly improved operational efficiency by redesigning the tool. 

Content management system (Dell): Designed and implemented an advanced CMS, decreasing publishing time by 90%. 

I'm eager to contribute to innovative projects and make a lasting impact.  
I'm always learning and seeking new challenges. 
Let's connect!

taplio

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Paweł Huryn

Ajith Kumar V

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taplio

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Ajith Kumar V

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