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

Follow me for actionable tips, resources, and step-by-step playbooks for AI and AI-empowered PMs. 

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

---

I can no longer accept connections because LinkedIn limits the number of 1st-level connections to 30K. 

To connect with me, join our premium Slack community: https://www.productcompass.pm/p/product-management-resources, or engage with my content.

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

Well-rounded CFO / CEO, Corporate Financier and Business Developer, Rohail Khan has 30 years’ accumulated experience; acquired at multinational financial & commercial conglomerates across USA, UK, Africa, and Middle-East. 

As Senior Banker, Rohail has worked in progressive positions at Chase Manhattan Bank, BNP Paribas / Meridien BIAO Bank, Citibank / Banque Du Caire, ABN Amro / Saudi Hollandi Bank. His recent assignment is CEO of an emerging regional commercial and investment bank based in Iraq.

As Strategic CFO, he has been instrumental towards diversifying and expanding leading Saudi conglomerates i.e SOMC Group, Al-Khodari Group, Pan Gulf Group; and placing them head-to-head with regional and international players.

As CEO, Rohail managed Dijlah and Furat Bank and pioneered Islamic Banking and Private Equity in Iraq and Levant region. 

Living in Saudi Arabia since 30 years, Rohail possesses in-depth knowledge of Saudi and GCC markets, and hands-on expertise of key industries: Oil & Gas, Energy, Defense, Aviation, Contracting, EPC,  Manufacturing, Steel, Transportation,Telecommunications, Healthcare, FMCG, Real Estate, Financial Services. 

Specialist in corporate start-up, turnaround, and expansion; Rohail has extensive experience of evaluating, financing, and managing both green and brown field projects. 

Corporate finance log book: US$ 10+ billion for over 300 viable projects.  

With Board-level contacts at top business houses and banks across North America and EMEA, Rohail is advising trans-continental commercial groups, PE and VC firms, and think tanks; including the Council on Emerging Markets, Washington DC.

Canadian National, Rohail has parental roots in both Pakistan and India. Qualified CMA and CGA, with Masters degrees in Economics and Finance, Rohail has attended advanced training programs at Harvard Business School, LSE, INSEAD,  London Business School.

Contacts:

Saudi Cell & WhatsApp +966562978219
E-mail rohailkhan00@gmail.com

—-

Rohail Khan

2026 Outlook: Economy and Investments

🎁 My Gift for You 

Expert forecasts and valuable insights from world’s top financial institutions. Diversfied selection of 2026 Reports

🏦 Goldman Sachs Reports

👉 Global Economy Forecast 2.8% Growth Rate in 2026

https://lnkd.in/d_KMX_43

👉 Global Equity 2026 Outlook: Tech Tonic — Broadening Bull Market

https://lnkd.in/dut8PT22

🏦 Morgan Stanley Report

https://lnkd.in/dwJqKxNp

🏦 Franklin Templeton Report

https://lnkd.in/dcR5TaMt

🏦 Fidelity International Report

https://lnkd.in/d6VnYWCE

🏦 Duetsche Bank Report

https://lnkd.in/dXFtkDQ7

🏦 J.P Morgan Bank Report

https://lnkd.in/dVMxxkuD

🏦 S&P Global Report

https://lnkd.in/daAf36jJ

🏦 NASDAQ Report

https://lnkd.in/dF7AHH7C

🏦 BlackRock Report

https://lnkd.in/dmFC5UZi

Kind regards 

Rohail Khan
Senior Banker / Strategic CFO /
IPO and Private Equity Adviser /
Independent Director

Riyadh ~ Dubai ~ New York 

Cell & WhatsApp +966562978219
Email rohailkhan00@gmail.com
LinkedIn www.linkedin.com/in/rohail

#2026Outlook #GlobalFinance #GlobalInvestments #SaudiVision2030 #RohailKhan

3​0+ years in Saudi Arabia. Sr Corporate & Investment Banker. Strategic CFO / CEO. Business Growth Adviser. IPO Specialist. Real Estate Expert. Venture Partner. Certified Director (KPMG). Certified NED & Trustee (ICAEW)

No alternative text description for this image

taplio

The Battle

Paweł Huryn

Rohail Khan

Followers

Posts

Engagements

Likes

Performance ScorePaweł Huryn's LinkedIn Performance

Performance ScoreRohail Khan's LinkedIn Performance

Ready to grow your LinkedIn presence?

taplio

The Battle

Paweł Huryn

Rohail Khan

Followers

Posts

Engagements

Likes

Performance Score.css-goub6s{font-size:var(--chakra-fontSizes-md);font-weight:500;color:var(--chakra-colors-gray-600);display:block;margin-top:var(--chakra-space-1);}Paweł Huryn's LinkedIn Performance

Performance ScoreRohail Khan's LinkedIn Performance

Ready to grow your LinkedIn presence?

Performance ScorePaweł Huryn's LinkedIn Performance