30 Mar 2026, 06:00 UTC86 views5 reactionsread 8 August 2026 🧑🦳 A/B Testing for Non-Tech: The 2-Minute Guide
You ran a test. Green button vs blue. Green won by 5%. Now what? Ship it? Or was that luck?
🆒 3 questions you MUST answer before declaring victory:
1. Was your hypothesis specific?
❌ "Let's test a green button."
✅ "Green will increase clicks by 10% because it stands out on white."
2. Did you define ONE success metric?
Track 10 metrics, pick the one that moved? You'…
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22 Mar 2026, 16:03 UTC≈1,470 views18 reactionsread 8 August 2026 🤌|articles | guides | posts | motivation | case studies|
💎This channel lists all the posts, articles, guides, case studies, and posts available on the channel.
😵It’s a great resource for learning about project management; everyone will find something new here, with over a hundred helpful posts on all the topics you need.
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22 Mar 2026, 15:51 UTC≈1,330 views18 reactionsread 8 August 2026 🤌 That Voice Telling You You're Not Ready? It's Lying.
🙈 Every PM knows it. The voice that says: "Everyone else knows more. You're going to be found out. You're not ready for this." Here's what they don't tell you: The best PMs feel it too. The difference? They don't wait for the voice to stop. They act anyway.
❤️ You'll never feel fully ready. For the big meeting. For the difficult conversation. For the promotion.…
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21 Mar 2026, 07:37 UTC≈1,390 views18 reactionsread 8 August 2026 1. Ask About AI Readiness
· "Does the team use Copilot/Cursor?"
· "Are they trained on how to use it effectively?"
· "Do we have good test coverage? (AI code needs tests!)"
2. Adjust Estimation Practices
· Separate "AI-boosted" tasks from "manual" tasks in planning
· Add a "review" buffer for AI-generated code (it still needs human eyes)
· Don't assume AI will help with everything
3. Invest in AI Literacy
· Encoura…
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21 Mar 2026, 07:36 UTC≈1,260 views2 reactionsread 8 August 2026 🧑🦳 AI in Development: How Copilot & Code Generation Are Changing Estimation Forever
Remember when we estimated tasks in hours? Then in story points? A new variable has entered the equation: AI.
Tools like GitHub Copilot, Cursor, and Claude are writing code alongside developers. They're not replacing them—but they're fundamentally changing how fast, how reliably, and how predictably code gets written.
If you're st…
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20 Mar 2026, 16:37 UTC990 views5 reactionsread 8 August 2026 🤌 Performance Reviews: The PM's Guide to Evaluating, Giving Feedback, and Planning Promotions.
If there's one thing that makes even experienced managers sweat, it's performance reviews. They're high-stakes, emotional, and can change someone's career trajectory. But done right, they're not just an HR ritual. They're a powerful tool for growth, alignment, and retention.Here's your complete playbook.
😵 What is a Perfo…
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20 Mar 2026, 16:37 UTC≈1,180 views16 reactionsread 8 August 2026 4 / Exceeds Regularly delivers above expectations 20-25%
3 / Meets Solid, reliable performer 50-60%
2 / Below Sometimes misses expectations 5-10%
1 / Unsatisfactory Consistently fails to meet expectations < 5%
Key Rule: No surprises. If someone is getting a 2, they should have heard about those issues in 1:1s months ago.
📈 Planning Promotions: The Framework
Step 1: Understand the Criteria
· What does the next level …
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20 Mar 2026, 09:55 UTC≈1,010 views6 reactionsread 8 August 2026 🧑🦳Agile Transformation: How to Start (And Not Get Fired) in a Conservative Company
You know Agile could save your team. Faster delivery, happier developers, better alignment with stakeholders. But your company is... traditional. Waterfall is religion. "We've always done it this way" is a mantra. Welcome to the challenge of Agile transformation in a conservative environment. It's not about installing Scrum. It's abo…
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20 Mar 2026, 09:55 UTC980 views16 reactionsread 8 August 2026 ❌ "AgileInTitleOnly" People rename waterfall phases as "sprints" Coach, audit, show the difference
❌ Management doesn't change They still demand fixed dates and detailed plans Train managers. Show them their new role.
❌ Scaling too fast Success breeds demand, but coaches are scarce Grow coaches. Go slow. Quality over speed.
❌ Ignoring culture You change processes, but not mindset Culture is the hardest part. Invest i…
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19 Mar 2026, 15:31 UTC≈3,510 views6 reactionsread 8 August 2026 🤌 North Star Metric: The One Number That Guides Your Product (And How Not to Screw It Up)
You have dozens of metrics. Dashboards full of them. But if every metric is a priority, no metric is a priority. This is why you need a North Star Metric (NSM) . One metric that, if improved, means your product is succeeding. One metric that aligns every team—product, engineering, marketing, sales—around the same goal. But choo…
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19 Mar 2026, 15:31 UTC≈1,170 views17 reactionsread 8 August 2026 Input Metrics Things you do to move the NSM Content added, recommendations clicked
Counter Metrics What NOT to sacrifice Churn, support tickets, load time
Guardrail Metrics Boundaries to stay within Cost per acquisition, error rate
📈 The North Star Framework in Action
Spotify Example:
· North Star: Time spent listening
· Input Metrics: Playlists created, songs discovered, shares
· Counter Metrics: Churn, support co…
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19 Mar 2026, 09:40 UTC≈1,040 views4 reactionsread 8 August 2026 🧑🦳 Technical Debt: The Invisible Killer of Product Velocity (And How to Convince Business to Let You Fix It)
You feel it. Every sprint, adding a new feature takes a little longer. Bugs are popping up in unexpected places. The team seems slower, more frustrated.
Welcome to technical debt. It's the accumulated cost of taking shortcuts, choosing speed over quality, and deferring necessary improvements. And if you igno…
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