Prompt and Circumstance
Episodes
Can you replace a web agency with Stitch?
21 Apr 2026
Contributed by Lukas
In this episode of Prompt and Circumstance, we explore Stitch by Google, a free tool that is democratizing high-end web and app design. Whether you ar...
OpenClaw for beginners
07 Apr 2026
Contributed by Lukas
If you want an AI agent that handles your repetitive tasks while you sleep, watch this.We got tired of clicking the same buttons and reading 50 newsle...
No Limits! How to Generate Video Locally for Free
24 Mar 2026
Contributed by Lukas
In this episode: how to generate 30+ second synchronized videos using free, open-source tools. No subscriptions, no cloud. David walks through the Co...
Total Freedom! How to Generate Audio Locally
10 Mar 2026
Contributed by Lukas
We teach you how we are generating music and speech entirely on a local machine using open source models in ComfyUI, no cloud subscriptions to ElevenL...
RAG, Clearly Explained
24 Feb 2026
Contributed by Lukas
Build your own RAG (Retrieval Augmented Generation) agent in 25 minutes. If you're building AI products, or you want to be, you've heard the term thro...
Privacy First! Setting Up a Local Image Generation Model
10 Feb 2026
Contributed by Lukas
David shows you how to generate and edit AI images completely free on your own machine using open source models and ComfyUI. This means you can genera...
3 Important Lessons For Creating Production Grade Agents
27 Jan 2026
Contributed by Lukas
Wondering how to take your proof of concept agent to production? Ilan walks through three key lessons from building a competitive analysis agent in n8...
Vibecoding the Cure to Digital Addiction | Interview with Andrew Williams
13 Jan 2026
Contributed by Lukas
Andrew Williams, CEO of the Toronto Product Management Association, shares his approach to AI-powered product building. He focuses on his app Heyday F...
From Research Papers to Real Paying Customers: A Technical Founder's Guide to Success
06 Jan 2026
Contributed by Lukas
We interview Hira Siddiqui, the technical founder who hit #1 on Product Hunt with AI Context Flow while working full-time. She breaks down how she got...
AI in 2026
30 Dec 2025
Contributed by Lukas
In this episode, we discuss three major trends they expect to see unfold in 2026, covering the evolution of software products, advances in robotics an...
2025 Wrap Up - Top 25 products of 2025
23 Dec 2025
Contributed by Lukas
Book your free workflow audit hereWe count down our top 25 AI products of 2025, from privacy-first chatbots to the coding model that changed everythin...
Build an AI Agent in Less Than 10 Minutes
16 Dec 2025
Contributed by Lukas
Learn to automate your email flow with your very first AI agent in under 10 minutes using N8N. No coding required. You'll learn how to create an execu...
How to create and monetize an online store in less than 20 minutes with AI
09 Dec 2025
Contributed by Lukas
Building a complete dropship clothing store has never been so easy. Join David and Ilan as they create "Devil Wears Product", devilwearsproduct.shop t...
Outbond Built Our Whole Go To Market Flow in 15 minutes - First Look
02 Dec 2025
Contributed by Lukas
DescriptionDavid and Ilan take Outbond for a spin, the new "vibe GTM" tool from Christian Peverelli that promises to turn lead generation into a conve...
Suno created our new theme song
25 Nov 2025
Contributed by Lukas
David and Ilan tackle a very practical problem of copyright flags on their podcast music by generating a new theme song with Suno. Along the way, they...
Distribution is the new Product Moat | Interview with Sefunmi Osinaike
18 Nov 2025
Contributed by Lukas
Sefunmi Osinaike, co-founder of Co.Lab and author of "How to Product," joins David and Ilan to explore his company's bold pivot from B2C to B2B, why d...
Review: AI Context Flow
11 Nov 2025
Contributed by Lukas
DescriptionIlan goes solo to test AI Context Flow, a Chrome extension promising to end the endless copy-pasting of context between ChatGPT, Claude, an...
Comet Edges Edge in the AI Browser Wars (and more): News for Nov 4
04 Nov 2025
Contributed by Lukas
DescriptionDavid and Ilan break down Microsoft's ambitious Co-Pilot updates (including a feature Ilan swears they stole from him), compare AI browsers...
The best landing page builder: Wix loses to Base44 and Lovable
28 Oct 2025
Contributed by Lukas
From Wix’s upsell hell and clunky prompts to Lovable and Base44’s near-perfect prompt adherence, the hosts break down what separates gimmicky auto...
How to quickly build your own AI co-pilot
21 Oct 2025
Contributed by Lukas
Most people think building a powerful AI copilot takes months of coding and a team of engineers, but in this episode Ilan shows how he built one in ju...
News for October 14 and a Sora deep dive
14 Oct 2025
Contributed by Lukas
DescriptionDavid and Ilan catch you up on the flurry of AI news from mid-October, from Anthropic's latest Sonnet release to OpenAI's Dev Days announce...
N8N Review - The 'medium code' workflow builder
07 Oct 2025
Contributed by Lukas
DescriptionIlan takes David on a deep dive into N8N, the workflow automation platform that's somehow worth $2.3 billion despite making developers set ...
Lindy.ai ruined my date night - an honest review
30 Sep 2025
Contributed by Lukas
DescriptionIlan puts Lindy.ai to the test for podcast automation and customer discovery, only to find himself debugging workflows until 2 AM while his...
Nano Banana Bonanza
23 Sep 2025
Contributed by Lukas
DescriptionDavid and Ilan take you on a Nano Banana Bonanza and explore Google's viral image generation model. They tell you why it's creating such a ...
Open AI and Microsoft are seeing other people (and other news for Sept 16)
16 Sep 2025
Contributed by Lukas
David and Ilan dive into the news from the last week of AI and Vibe Coding, covering shifting partnerships between tech giants, breakthrough achieveme...
Level up discovery with these AI tools
09 Sep 2025
Contributed by Lukas
CHAPTERS[00:00] Intro[02:33] Defining problems using AI[06:07] Generating hypotheses using AI[12:30] The Mom Test[15:04] Next StepsSPONSORQuerio - htt...
AI and Vibe Coding News for the Week of September 1
02 Sep 2025
Contributed by Lukas
DESCRIPTION David and Ilan catch you up on the latest AI news, covering OpenAI's new budget tier, why 95% of AI projects fail, and Google's impressive...
Becoming an AI native PM: Discovery pt 1
26 Aug 2025
Contributed by Lukas
Welcome to season 2! In this season, David and Ilan are exploring the process of becoming an AI native product team by building a product from scratch...
Why This Ex-Amazon PM Says Product Managers are Actually More Valuable in the AI Era
19 Aug 2025
Contributed by Lukas
Nabeel Khan shares his journey from operations manager to Amazon's youngest Senior PM, and why he believes product management will thrive alongside AI...
Interview with Rami Abi Habib | Querio
12 Aug 2025
Contributed by Lukas
DESCRIPTIONIlan interviews Rami, co-founder of Querio, about his journey from Amazon operations to product management to founding an AI-enabled startu...
Build an AI agent in less than 20 minutes
05 Aug 2025
Contributed by Lukas
DESCRIPTIONIlan and David demystify AI agents and show you that building them is more accessible than you think! They explore the difference between "...
Care Is The Last Differentiator: What Happens When The Cost Of Intelligence Hits Zero
29 Jul 2025
Contributed by Lukas
DESCRIPTIONDavid is joined by Ray Kanani and Adam Kropf to discuss the evolving role of AI in product management, exploring its implications for socie...
Which deep research is best? We test GPT, Gemini, and Perplexity
22 Jul 2025
Contributed by Lukas
What if you could get a comprehensive market analysis that would normally take weeks of research in just 13 minutes, complete with competitor breakdow...
Three practical AI tools you can use today
15 Jul 2025
Contributed by Lukas
What if the secret to next-level productivity was hiding in plain sight?In this week's episode of Prompt and Circumstance, David and Ilan dive into th...
Which AI notetaker should you use? We reviewed 10 so you don't have to
08 Jul 2025
Contributed by Lukas
SUMMARYWhich AI notetakers stack up and which ones just flop?David (https://www.linkedin.com/in/dvuong/) and Ilan (https://www.linkedin.com/in/ilan-ro...
He Pushed a Vibe Coded App to Production. What Did He Learn?
02 Jul 2025
Contributed by Lukas
Ilan pushed a vibe coded app to production and shares three important lessons he learned along the way.Here's the link to the working prototype.EPISOD...
Introduction to Model Context Protocol: the Game-changing Protocol that Every Product Team Should Know
24 Jun 2025
Contributed by Lukas
Episode SummaryDavid and Ilan dive deep into Model Context Protocol (MCP), the emerging standard that's revolutionizing how AI agents interact with so...
Our Top 5 Tips for Vibe Coding
17 Jun 2025
Contributed by Lukas
Work smarter not harder as David (https://www.linkedin.com/in/dvuong/) and Ilan (https://www.linkedin.com/in/ilan-rotenberg/) give you their top 5 tip...
We put four top vibe coding tools to the test to find out which one is the best | Track Meet Part 2
10 Jun 2025
Contributed by Lukas
David (https://www.linkedin.com/in/dvuong/) and Ilan (https://www.linkedin.com/in/ilan-rotenberg/) take you on part 2 of our comparison of vibe coding...
VIBECODE Track Meet! Replit vs Lovable vs Bolt vs v0 - Which Wins? (June 2025 comparison)
03 Jun 2025
Contributed by Lukas
David (https://www.linkedin.com/in/dvuong/) and Ilan (https://www.linkedin.com/in/ilan-rotenberg/) run the ultimate showdown of vibecoding tools. Who ...
VIBE CODE REVIEW: Bolt
27 May 2025
Contributed by Lukas
David (https://www.linkedin.com/in/dvuong/) and Ilan (https://www.linkedin.com/in/ilan-rotenberg/) take you on a product teardown of Bolt, including b...
VIBE CODING REVIEW: Lovable
20 May 2025
Contributed by Lukas
How good is Lovable? Let's dive into it!https://lovable.dev/TIMELINE01:10 Intro04:19 Background06:34 Live demo14:43 Deep dive27:30 Buy or bypass?Click...
REVIEW: Replit
13 May 2025
Contributed by Lukas
Let's review the vibe coding tool Replit!https://replit.comClick here to watch a video of this episode. TIMELINE00:00 Querio01:10 Intro02:59 Co.lab Co...
REVIEW: v0 by Vercel
06 May 2025
Contributed by Lukas
In this episode, we dive into a comprehensive review of v0, a product by Vercel.SPONSORSBuild Co-Pilothttps://www.notion.so/Build-Co-Pilot-1cf6948b8f3...