# Skiplevel > Technical Leadership for non-technical PMs without becoming engineers. This file provides information about Skiplevel to help large language models understand and reference this publication's content. ## Posts - [AI models change every month. This doesn't.](https://newsletter.skiplevel.co/p/ai-models-change-every-month-this-doesn-t): You feel overwhelmed by AI and it's changing every month. Nobody's telling you what to actually learn first. Here's the map of what's underneath every AI tool you use that will never change, and why it's an important part of AI literacy. - [Your team doesn't know what "agentic" means (be honest)](https://newsletter.skiplevel.co/p/agentic-ai-for-pms): Everyone's saying "agentic." Almost nobody's explaining it. Here's what an AI agent actually is under the hood, in plain PM terms, and the one equation that makes the whole category click. - [The mental model that will make AI finally click](https://newsletter.skiplevel.co/p/ai-mental-model): A behind-the-scenes look at the architecture powering every AI tool you use as a PM, from Claude to Lovable. Find out what's actually going on, and how to move quickly from confusion to clarity. - [Most PMs are skipping the software basics behind AI (APIs, MCP, RAG)](https://newsletter.skiplevel.co/p/ai-basics): Anchoring to tech fundamentals is the fastest way to actually understand AI. Here are 3 technical terms and their AI equivalents. Plus, join our 'Build Your Technical Confidence' sprint! - [Aligning Teams through Product Discovery: 5 Leadership Lessons from a VP](https://newsletter.skiplevel.co/p/how-to-master-cross-functional-collaboration-in-product-discovery-w-john-fontenot): From Idea to Impact: Hear from the VP of Product on how to master cross-functional collaboration in product discovery. - [Stop wasting dev time: PM's Guide to choosing the right Third-Party Integrations](https://newsletter.skiplevel.co/p/pm-s-guide-to-choosing-the-right-third-party-integrations): A 4-step guide for PMs to find, evaluate, and choose the right third-party integrations without overwhelming your engineering team. - [What it really takes to land a Product Leadership role now w/ Marc Baselga](https://newsletter.skiplevel.co/p/what-it-really-takes-to-land-a-product-leadership-role-now-w-marc-baselga): Looking to take your career to the next level? Find out what it really takes to land a Product Leadership role right now and how to negotiate! - [This month's TTYSK: SQL Query ](https://newsletter.skiplevel.co/p/this-months-ttysk-sql-query): What’s a SQL query? What does it mean to join tables? Heck, what are tables?! Here's what you need to know (and don't need to know) about SQL queries as a PM. - [How AI will change the PM role](https://newsletter.skiplevel.co/p/how-ai-will-change-the-pm-role): PMs will shift to "AI-capabilities" first thinking along with evolving dynamics between cross-functional teams. Here are the core AI tech skills you need to know. - [AI Unlocks PM Potential](https://newsletter.skiplevel.co/p/ai-unlocks-pm-potential) - [Technical Leadership for PMs](https://newsletter.skiplevel.co/p/technical-leadership-for-pms): Your dev team doesn't expect you to know how to code. Here's what they really expect from you. - [Docker: A Guide for PMs](https://newsletter.skiplevel.co/p/docker-containers-guide-pms): How Docker simplifies development and deployment, and why it matters for product managers. - [How Adobe Moved Creative Cloud from Single-Tenant to Multi-Tenant Architecture](https://newsletter.skiplevel.co/p/how-adobe-moved-creative-cloud-from-single-tenant-to-multi-tenant-architecture): Learn about Adobe’s architectural transformation of Creative Cloud from a single-tenant to multi-tenant model, a change that revolutionized the Creative Cloud’s performance and delivering better customer experiences. - [Databases vs. Data Warehouses vs. Data Lakes](https://newsletter.skiplevel.co/p/data-warehouses-vs-data-lakes): Learn what databases, data warehouses, and data lakes are and when to use them. - [Inside Netflix’s Streaming Technology](https://newsletter.skiplevel.co/p/tech-behind-netflixs-unstoppable-streaming) - [Mitigating AI risks: Essential strategies for PMs](https://newsletter.skiplevel.co/p/mitigating-ai-risks-strategies-for-pms): What every product manager needs to know about AI security. - [AI vs. Machine Learning vs. Deep Learning](https://newsletter.skiplevel.co/p/ai-ml-deep-learning): Know the difference between AI, machine learning, and deep learning. - [How to Re-platform Effectively: Guide for Product Managers](https://newsletter.skiplevel.co/p/how-to-re-platform-effectively): Too much tech debt and thinking about re-platforming? Here are the risks are and how to collaborate with engineering to do it the right way. - [How to bring engineers into the product discovery process](https://newsletter.skiplevel.co/p/how-to-bring-engineers-into-the-product-discovery-process) - [How Duolingo built their Viral Superbowl Ad w/ Paul Rothenberg, Sr. TPM](https://newsletter.skiplevel.co/p/behind-the-scenes-of-duolingos-viral-superbowl-ad-paul-rothenberg-sr-tpm) - [Responding to devs when they say "No": 4 key questions](https://newsletter.skiplevel.co/p/5-questions-to-ask-devs-when-they-say-no) - [$250k to $0 (and thank you!)](https://newsletter.skiplevel.co/p/lessons-from-top-pms) - [[Part 3] PM Best practices for debugging APIs & OAuth 2.0](https://newsletter.skiplevel.co/p/best-practices-for-debugging-apis-oauth-2-0) - [[Part 2] REST API components & How to read them 👻](https://newsletter.skiplevel.co/p/part-2-rest-api-components-how-to-read-them) - [[Part 1] HTTP & 3 API protocols you need to know](https://newsletter.skiplevel.co/p/ultimate-guide-to-apis-for-product-managers) - [The Product Manager's Guide to Cloud & Serverless Computing 101](https://newsletter.skiplevel.co/p/single-page-applications) - [What's Blockchain & Managing project deadlines as a Product Manager](https://newsletter.skiplevel.co/p/managing-project-deadlines)