Blog

You can't manage what you can't measure. Here's how to build evaluation frameworks that actually tell you if your AI feature is working.

The industry is moving from copilot patterns to agent architectures. Here's what that means for how you design AI products.

Retrieval-Augmented Generation is reshaping how AI products handle knowledge. Here's the PM's guide to RAG architecture, trade-offs, and evaluation.

Explore how AI agents plan, reason, and use tools to enhance product features.

AI PMs face new challenges in balancing innovation with oversight. Here's how recent industry moves could impact your strategy.

Explore how AI PMs can tackle bias and fairness in AI, with real-world examples.

Learn to answer AI PM behavioral questions by focusing on ambiguity, data, and alignment.

OpenAI's safety pivot and Nvidia's infra push highlight key shifts for AI PMs. How should you adapt?

Master the essentials of AI agent architectures to spec and ship effective features.

OpenAI and Anthropic's price war and new tech releases demand AI PMs rethink strategies. Are you ready?

Learn practical prompt design techniques to enhance your AI product management.

AI safety concerns and strategic acquisitions are reshaping priorities. What should AI PMs focus on this week?

Transitioning to AI PM? Here's a month-by-month plan to build skills and avoid pitfalls.

AI security breaches demand immediate attention from PMs to safeguard user trust and data integrity.

Discover where AI PM candidates often miss the mark and how to stand out in interviews.

OpenAI's breach and calls for transparency demand AI PMs rethink security and trust strategies.

Learn practical evaluation frameworks for AI PMs: component, system, and user-facing.

Apple's lawsuit against OpenAI and rising AI infrastructure costs demand strategic recalibration from AI PMs.

Learn to document AI product wins and structure reviews for promotion success.

Apple's legal battle with OpenAI and new AI models prompt strategic pivots for AI PMs. What should you prioritize?

Learn how to spec, evaluate, and ship AI agent-based features effectively.

OpenAI's equity offer to the US and Google's energy surge highlight key shifts. How should AI PMs adapt?

Unlock the secrets to AI PM salary negotiations with data-driven tactics and benchmarking insights.

Regulatory delays and custom chip strategies dominate this week. What should AI PMs prioritize?

Learn practical patterns for effective prompt design and testing in AI products.

Regulatory hurdles and talent shifts redefine AI strategies. How should AI PMs adapt?

Learn how to structure your AI PM portfolio with metrics and case studies that impress hiring managers.

AI PMs face new challenges as government scrutiny intensifies. Learn how to adapt your strategies.

Learn to tackle AI feature design questions with frameworks for scoping and tradeoffs.

OpenAI and Anthropic's IPOs and soaring AI costs demand strategic pivots. Here's what AI PMs need to do now.

Decipher RAG architectures vs fine-tuning for AI products. Learn when and how to evaluate retrieval quality effectively.

AI PMs face new regulatory challenges and strategic shifts. How should you adapt?

Plan your shift to AI PM roles with this month-by-month guide. Avoid common pitfalls.

Explore how Google's agentic AI models and SpaceX's IPO plans could reshape your AI strategy.

Discover why AI models degrade over time and the strategies PMs need to combat drift.

OpenAI's strategic maneuvers and legal hurdles offer crucial lessons for AI PMs navigating innovation and partnerships.

Pivoting to AI PM? Here's a month-by-month plan to build skills and avoid pitfalls.

Musk's lawsuit against OpenAI raises crucial questions for AI PMs about ethics and regulation. Here's what you should focus on.

Explore when to choose RAG over fine-tuning and how to assess retrieval quality.

Musk vs. Altman trial and Pentagon's AI deals highlight critical shifts in AI governance and security. What should AI PMs prioritize?

AI models degrade over time. Learn how to detect drift and the strategies PMs must own.

AI models degrade over time due to model drift. Learn how to detect and manage it effectively.

Google and Amazon's billion-dollar bets on Anthropic redefine AI competition. What should AI PMs prioritize to stay ahead?

Google's $40B Anthropic investment and new AI models demand strategic pivots from PMs. Are you ready?

Google and Amazon's massive AI investments redefine infrastructure needs. Are you ready to adapt?

The AI PM role is the most misunderstood job in tech. Here's what the day-to-day really looks like — from someone who's lived it.

You can't manage what you can't measure. Here's how to build evaluation frameworks that actually tell you if your AI feature is working.

My honest account of the transition — what worked, what didn't, and the one thing I wish I'd known from the start.

After coaching 50+ PM candidates, these are the patterns I see over and over. Number 3 surprised me too.

The industry is moving from copilot patterns to agent architectures. Here's what that means for how you design AI products.

Hiring managers look for evidence you can ship AI products. Here's exactly what to include and how to present it.

Retrieval-Augmented Generation is reshaping how AI products handle knowledge. Here's the PM's guide to RAG architecture, trade-offs, and evaluation.

Standard PRD templates fall apart for AI features. Here's a battle-tested template that covers eval frameworks, model selection, and failure modes.