Code Agents & Threat Vectors
Code agents write and execute code to solve complex problems and complete tasks independently.
Contrasted against AI assistants, code agents translate natural language prompts into code, which users can copy and paste into an IDE.
But what if your agent didn’t stop there?
Unlike coding agents (think Cursor and Windsurf), which generate code for you to run, code agents create an action plan in one shot and execute it.
When AI Becomes a People Pleaser
One of the key qualities of a PM is being brave enough to say No, creatively.
But what about AI?
The curious case of GPT-4o’s sycophantic spiral.
OpenAI recently rolled back an update to GPT-4o that caused the model to behave like a raging Yes Man.
This incident highlights a critical gap in AI evaluation and alignment practices—standard evals often fail to detect sycophantic behavior and harmful agreement in real-world contexts.
That’s why it’s important to adhere to the best practices of Responsible AI.
OpenAI’s “Agentic” Whitepaper Missed the Point
Two days after OpenAI released their agentic whitepaper, Harrison Chase (LangChain’s Co-founder) wrote a sharp critique on how to think about agentic apps.
If you care even a little bit about where AI workflows and LLM orchestration are headed—you’ll want to read this.
12 Must-know Gen AI Terms
Gen AI is transforming ways of working.
Are you keeping up?
If you want to stay ahead, keep these 12 terms in your back pocket.
AI JIRA Agent with Replit
As a PO, create an AI JIRA Agent so I never have to write JIRA stories ever again 🙏
Just joshing.
Ditching Google Search Never Felt Easier
Google used to be my go-to for everything, but lately, search results feel like a battlefield of ads, and SEO-optimized fluff.
So I quit Google Search and decided to embrace AI instead.
Google Raised the Bar with Gemini 2.5 Pro
Imagine AI that doesn’t just respond—but actually thinks.
That’s exactly what Gemini 2.5 delivers with Google's most intelligent model yet.
Unlocking Business Value with AI
AI isn’t a shiny new tool—it's actually been around for a while.
I’ve witnessed firsthand how AI can jumpstart workflows, but only when implemented thoughtfully.
The key is understanding the value prop that AI can deliver along with the guardrails that come with it.
From Replit with Vibes
The pace of AI product development is accelerating rapidly.
AI providers are over-indexing on speed to market while achieving product-market fit.
Despite the contentious debate surrounding vibe coding, its potential for rapid ideation to prototype is undeniable, particularly for AI Product Managers.
Is AI a silver bullet?
Most of the time, it's not.
Previously, we laid the groundwork for AI product strategy.
Once that's in place, it’s time to get real: when does AI make sense to implement?
Google's AI Assistant just got a Massive Upgrade ⚡
Last week Gemini upgraded its most popular features—including Deep Research—with an updated 2.0 Flash Thinking Experimental model and personalization.
Retirement Planning with Replit
Retirement planning shouldn't feel like rocket science.
So I built an app to make it simple.
Claude's Coding Skills are Next-level 👀
Since the release of Sonnet 3.7, I've been using Claude more than ever for vibe coding.
AI History 101 📚
Okay, settle down class.
Let's open our textbooks to page 6—and learn about the history of AI.
NotebookLM Generated a Podcast about my Career
Ready for a quick ego boost?
My slightly ridiculous but surprisingly effective weekend self-care life hack—upload your professional background (CV) into Google's NotebookLM and hit generate Audio Overview.
AI Jargon 101
Imagine sitting in a meeting, and instead of debating ROI, your team is discussing the vibes of your latest AI tool.
Sounds absurd, right?
AI UX: Building at the Speed of Trust
UX for Gen AI apps involves building a useful, human-centric UX that's essential for Product Managers to get right from the get-go.