AI Agent development is not done when it ships to production; it's done when users trust the agent to do the work #AI

AI made it easier to ship products without validating them first. That's not a feature. It's a risk. Faster output means nothing if you're building the wrong thing faster. Speed is only an advantage when you're moving in the right direction. #ProductManagement #AI

good one. the edge case prompt is solid

Wild how the AI era made "judgment" and "taste" the scarcest resources in product. AI can write specs. AI can generate prototypes. AI can't decide which problem is worth solving, and it does not know which ones people will actually care about #ProductManagement #AI

Best use of AI for PRD writing Ask AI: "What edge cases am I missing?" It's the fastest way to find the holes in your logic #ProductManagement #AI

AI can execute. The only thing it can't do is care about the right problem. That's the PM job now. #ProductManagement #AI

Old moat: proprietary code no one else has New moat: proprietary customer understanding, no model can replicate AI can clone your features overnight. It can't clone two years of intimate knowledge of your customers' workflows. #ProductManagement #AI

Your product strategy is only as strong as your weakest assumption. Before your next roadmap review, list every assumption it depends on. Then ask: which ones would kill this strategy if they're wrong? Start there. #ProductManagement

The PRD was always a translation layer. AI just gave us a way to skip it. Are you writing PRDs or creating prototypes and evals #ProductManagement #AI

How to run discovery that actually works: 1️⃣ Kill weak ideas first, don't seek consensus 2️⃣ Ask "what do we need to learn?" not "which idea do we build?" 3️⃣ Test assumptions with cheap, fast methods 4️⃣ Present learning, not plans Progress = learning, not shipping.

PMs who get the most from AI don't prompt better. They prepare better. Build a "context document" Who I am - Role, background, working style What I'm working on - current projects, goals, context How I want you to help - output expectations, tone, what good looks like #AI

Founders building today should design their pricing from the ground up around outcomes and usage, not seats.

AI is enabling PMs to prototype, build small products, automate workflows, etc What are you automating? #ProductManagement #AI

Where in your work has long familiarity quietly replaced genuine understanding? #ProductManagement

Product moat used to be: "we built this better than anyone" Now it's: "we understand our customers better than anyone" AI commoditized execution. It can't commoditize deep customer knowledge. Build that moat instead. #ProductManagement #AI

The best MCP strategy isn't "expose everything." It's "solve one workflow perfectly." Build around customer use cases, not what you thought they'd want. #ProductManagement #AI

Discovery shouldn’t be about "Which idea should we build?" It needs to be about "What do we need to learn next?" The shift isn't about having better ideas. It's about being honest about what you don't know yet. #ProductManagement

Suspend what you expect to find before you analyze user feedback, or you'll only confirm what you already believe.

Every software product in 2026 should have an explicit answer to the question: "What happens to your product's value when AI can do [core workflow] autonomously?" #ProductManagement

The quality of your thinking is not a function of whether anyone uses it

PMs learning to code in the AI era feels empowering. But is your scarcest resource your ability to ship, or your ability to think? Opportunity cost cuts both ways. How are you balancing it? #ProductManagement #AI

Context in AI is Goldilocks' porridge. Too much, it drowns in noise. Too little, it misses the mark. The skill isn't what you ask, it's how much you frame around it. #AI

I'm so tired of AI everything. The costs to the business are so high. 😭

Product Managers shouldn't wear glasses Why? It means they don't trust their own vision (from Reddit)

Storytelling framework for any PM presentation: Context → Problem → Impact → Options → Decision Control what question your audience asks next. That's the whole game. #ProductManagement

Why does everything in product take longer than it should? It's not the building. It's the thinking, aligning, and deciding. The invisible work before the work is where all the time goes. #ProductManagement

Your company doesn't need an "AI strategy." It needs a business strategy that happens to use AI where it makes sense. The difference is everything. #ProductManagement #AI

This is painfully accurate. Every PM thinks their product knowledge lives in docs. Then you plug in AI and discover it lives in Slack DMs from 2023, a Notion page nobody updated, and three people's heads. AI is the world's most expensive audit.

Old way: discovery is a phase before development New way: discovery is a continuous feed alongside development If you stop listening to users when coding starts, you're building on assumptions. #ProductManagement

Old feedback analysis: read everything, tag manually, hope for patterns New: AI clusters signals from different channels, and you validate the patterns The synthesis is automated. The judgment is still yours. #ProductManagement #AI

The value of a PRD isn't the document. It's the thinking that went into creating it. AI can draft your PRD in minutes. It can't do the strategic thinking that makes it worth reading. #ProductManagement #AI

Overcoming analysis paralysis: Anything worth doing is worth doing poorly. 1/4

Before adding AI to your product, ask one question: "If you had a magic wand, what would you automate?" Start with user pain, not technology hype. #ProductManagement #AI

How to present strategy to VPs: 1️⃣ What changed 2️⃣ Why it matters 3️⃣ What we're doing about it 4️⃣ What we need from you That's it. No 20-slide deck. No data dump. #ProductManagement

The PM who built a prototype with AI delivers more clarity than weeks of PRD reviews. Prototypes are communication tools, not code. #ProductManagement #AI

AI tip for PMs: Don't wait for IT to approve the perfect tool. Build your AI skills on personal projects. Learn prompting, evals, and agent workflows on your own time. When the org catches up, you'll be 18 months ahead. #AI #ProductManagement

Measuring AI conversation quality? Start here: → Thumbs up/down on every AI response → Track where users disengage mid-conversation → Use an LLM as a judge on transcripts → Calibrate against human audits periodically Simple stack. Real signal. #AI #ProductManagement

Want AI to answer questions about your product? It will immediately expose how much critical context lives only in your head, never documented. AI doesn't fix your knowledge management. It reveals how broken it is. #AI #ProductManagement

Tesla didn't place Superchargers where gas stations are. They placed them where range anxiety starts. Product lesson: Don't optimize for logistics. Optimize for the moment the user starts to worry. Map emotional journeys, not just user flows. www.reddit.com/r/Pro...

Old AI adoption: "Use it or you're replaceable" New AI adoption: Identify one clear workflow where AI saves 60 minutes. Let teams discover the value themselves. Coerced adoption creates performative compliance. Organic adoption creates champions. #AI #ProductManagement

The blank AI chat box will be remembered like the DOS command line before GUIs. Functional. Powerful. Terrible UX for 99% of users. The next wave of AI products won't ask "what do you want?" They'll already know the context and just ask, "Here is what all I can do" #AI

Are you using AI to think better, or is AI thinking for you? It's the wrong question. Thinking with AI builds your skills. Letting AI think for you builds your scale. You need both to win. 🚀 #ProductManagement #AI

"Alignment debt" is the most underrated concept in PM. Every decision you don't document, every rationale you don't share, every stakeholder not onboard, that's alignment debt. It compounds. And you pay it back in re-litigated meetings. #ProductManagement

The scariest thing about AI in PM isn't that it replaces you. It's that it gives your team false confidence. A working prototype feels like progress. But if nobody validated the problem, you just built a beautiful solution to nothing. #ProductManagement #AI

2025 PM: "I need eng to build a prototype" 2026 PM: "I built the prototype last night in Claude Code. Here's the demo." The PM who can show > tell will always move faster. Technical literacy isn't optional anymore. #ProductManagement #AI

How to work smart as a PM: 1. Kill projects that aren't moving the needle 2. Deliver the smallest feature that still creates value 3. Pre-align stakeholders before the big meeting 4. Keep a decision log so you never re-debate Simple. Hard to do consistently. #ProductManagement

PM productivity hack nobody talks about: Use speech-to-text to draft your first version of everything emails, PRDs, strategy docs. You think faster than you type. Let your voice lead, then edit. #ProductManagement

Occam's Razor for AI features: If a dropdown menu solves the problem, don't build a conversational AI interface. The simplest solution that works is still the best solution. Not every problem needs a model behind it 👀 #AI #ProductManagement

When observing users, don't ask what they want. Watch what they do. Screen shares > surveys Workarounds > feature requests Confusion > complaints What users struggle to articulate is usually more valuable than what they say. #ProductManagement

The Lindy Effect applied to AI tools: The PM skills that survived every past hype cycle, user empathy, stakeholder alignment, and problem framing, will outlast this one too. Learn the new tools. But bet your career on the old skills. #AI #ProductManagement