惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

V
Visual Studio Blog
A
About on SuperTechFans
J
Java Code Geeks
G
Google Developers Blog
L
LangChain Blog
小众软件
小众软件
宝玉的分享
宝玉的分享
云风的 BLOG
云风的 BLOG
P
Proofpoint News Feed
博客园 - 【当耐特】
IT之家
IT之家
F
Fortinet All Blogs
aimingoo的专栏
aimingoo的专栏
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
阮一峰的网络日志
阮一峰的网络日志
V
V2EX
博客园 - Franky
博客园_首页
雷峰网
雷峰网
Microsoft Security Blog
Microsoft Security Blog
Vercel News
Vercel News
B
Blog
月光博客
月光博客
酷 壳 – CoolShell
酷 壳 – CoolShell

Forbes - Innovation

Why Do Humans Have Fingerprints? Hint: It’s Not What You Think Booking.com Confirms Data Breach, Reservation PIN Codes Changed Why Major News Sites Are Blocking The Internet Archive’s Wayback Machine iPhone Fold Release Date: New Report Details Frustrating Apple News Comet Tracker: How To See Pan-STARRS And Three Planets On Wednesday NYT Mini Crossword Today: Tuesday, April 14 Hints And Answers Today’s NYT Strands Hints, Spangram, Answers: Tuesday, April 14 (It’s A Little Unclear) Today’s Wordle #1760 Hints And Answer For Tuesday, April 14 Most Of The Microplastics In Urban Air Come From Tires Today’s Wordle #1759 Hints And Answer For Monday, April 13 NYT Mini Crossword Today: Monday, April 13 Hints And Answers NYT Pips Today: Hints, Answers And Walkthrough For Monday, April 13 The YC Chief Who Codes 10,000 Lines A Day Has A Simple Secret Samsung Expands One UI 8.5 Beta To More Galaxy Owners Why You Should Stop Using Your iPhone If It’s On This List Chamath Says Firms That Treat AI As A Strategy Hand Rivals Their Edge 3 Unexpected Habits Of Secure Couples, By A Psychologist The First Lamp That Folds Your Clothes Samsung’s Disappointing Price Update For Galaxy Phone Buyers 3 Subtle Signs Someone Is Falling In Love With You, By A Psychologist Do Mantis Shrimp See More Colors Than Humans? A Biologist Explains NYT Connections Answers Explained For Monday, April 13 (#1,037) NYT Connections Hints Today: Monday, April 13 Clues And Answers (#1,037) LEGO Luigi & Mach 8 (72050) Review: 2026’s Best Set Yet? Marc Andreessen Says AI Productivity Will Trigger A Hiring Boom 3D Printing Is The Ultimate Hack To Reduce Household Spending Apple iPhone Fold: Striking Design Revealed In Leaked Photos Apple Smart Glasses: New Leak Reveals A Major Design Twist To Beat Meta Tested: The AI Coming To The Rivian R2 Quordle Hints Today: Monday, April 13 Clues And Answers
Seven Non-Negotiable Skills Product Managers Need In An A...
Durga Krishnamoorthy · 2026-05-14 · via Forbes - Innovation

Durga Krishnamoorthy is a Product Leader & Carnegie Mellon Alum, focused on agentic GTM AI strategy, and scaling autonomous monetization.

A diverse group of professionals collaborating in a modern office setting with a brainstorming session.

Coworkers collaborating in office

Fauxels

In an agentic era, the most effective PMs will be distinguished not just by what they can build, but by how they lead, communicate, and make decisions amid increasing complexity and automation. Skills like strategic judgment, cross-functional influence, adaptability, customer empathy, and ethical reasoning are becoming non-negotiable.

To help product leaders, I ask members of the Product Management Group, a community that I lead through Forbes Technology Council, for skills that will define which PMs can align teams, inspire trust and guide products toward meaningful outcomes.

1. The Ability To Incorporate Customer And Market Intelligence

The Agentic AI era brings tools and capabilities in design, architecture and development that were previously outside the PM's role. The new "full-stack PM" can now directly produce the code, design and architecture that they previously relied on other roles to produce. Now, the person on the team who understands critical customer and market details can produce MVPs and POCs that incorporate customer and market intelligence, eliminating the cycles previously required. - Jimmie Lee, JLEE

2. AI Evaluation Design

One nontraditional technical skill that is now nonnegotiable for senior product leaders is AI evaluation design—the ability to define how agentic systems are tested, measured and governed in production. In 2026, PMs must go beyond product requirements documents and architect success criteria for reliability, groundedness, safety, tool use and human oversight, because what matters most is not just what the system can do, but whether it can be trusted at scale. - Dr. Sanjay Kumar, City of New Orleans


Forbes Technology Council is an invitation-only community for world-class CIOs, CTOs and technology executives. Do I qualify?


3. QA Architecture

In the Agentic AI era, the new “full-stack PM” is also becoming a QA Architect. With a system of agents taking on more and more of the coding, proactive and preventative quality assurance becomes critical. Much of this QA work now shifts from the back-end of development to the front-end of development. Why? To set clear context, parameters and boundaries for execution by the AI agents developing the code. - Mark Francis, CaregiverZone

4. System Orchestration Thinking

One non-negotiable skill is system orchestration thinking—the ability to design how agents, APIs, data flows and human-in-the-loop steps work together. In agentic systems, value comes from coordination, not features. PMs must shape workflows, guardrails and feedback loops to ensure reliability, safety and measurable outcomes. - Venkata Kondepati, Ascentt

5. LLMOps And Model Observability

The non-negotiable skill is LLMOps and model observability. In 2026, a leader can’t just describe a feature. They must understand how to monitor concept drift and AI reliability in real-time. If you don’t know how to audit why an agentic system is failing, you can't lead the product. PMs must now act as system stewards, ensuring the AI remains resilient and accurate as it scales. - Mahendran Chinnaiah

6. Prompt Architecture

Prompt architecture is now non-negotiable. Not prompt writing, but engineering how agents reason, coordinate and recover across tools under real constraints. In an agentic stack, behavior becomes the product. Get it wrong, and you embed invisible failure modes. Get it right, and you create systems that are reliable, auditable and aligned at scale. - Aditya Vikram Kashyap, Morgan Stanley

7. The Ability To Make Cross-Functional Calls

Mapping interdependencies, tracing root causes, and anticipating how changes ripple across teams and architecture is the non-negotiable skill for senior PMs in the agentic era. Most product failures aren't isolated bugs. Instead, they're the result of optimising one component while ignoring broader system dynamics. We need PMs who think in systems design, create more resilient agent workflows, and make the cross-functional calls that no AI tool can create. - Kevin Cushnie, MC Systems