AI product building and agentic development

• AI features are judged by outcome change, not shipping
• Agentic design now turns on when AI should act or hold back
• Coinbase rebuilt around AI native pods, some of one person
• Prototypes now carry product decisions and often become first releases
• Agent teams let solo builders launch Grantedit and SurvivorPulse
• Starling’s smart tools began as an internal engineering tool
• The open source tool product mode reached 210 GitHub stars

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Discovery and strategy

• Discovery now carries a budget sized by risk
• AI prepares discovery but cannot replace customer conversations
• Roadmaps fail through addition without subtraction
• Frameworks are reframed as inputs to judgment, not recipes
• Founders need strategic challenge before a product manager
• Qubo reached ₹350 Cr and is now profitable
• AI ethics now sits inside product strategy

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Growth, activation and monetization

• Click through rate alone cannot measure product success
• SaaS activation fails through small onboarding moments
• Repeated implementation work signals what to productize
• Dashen Super App lets users pay without logging in first
• Doodle 1:1 revealed a monetization gap after open beta
• Named product launches earned 1.9x the repost volume
• Top user listening sessions surface gaps advisory boards miss

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Operating models and the product role

• Product management persists even when the PM role is eliminated
• Copied operating models fade while locally shaped practices last
• Ownership gaps are prompting a proposed Service Owner role
• AI initiatives succeed when treated as products, not projects
• Direction matters more than speed in product management
• Product Operations gains weight as deciding gets expensive
• Scrum and delivery roles are being reworked for AI

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SaaS market shifts

• Technical debt is driving SaaS valuations down
• A 5x renewal price rise led one customer to rebuild with AI
• API rate limits and paywalls push users to build their own tools
• Reliable non AI SaaS tools still outperform mediocre AI rivals
• If AI can automate sales, it can also build the SaaS sold
• OpenAI’s Astra launch led ArchiLabs to pivot to ArchiLabs Desktop
• Apple’s iPhone Duo adds costs for every team shipping on iOS

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Launches and products in market

• Elastic’s AlertZero unifies agentic triage, threat hunting and forensics
• IBM’s Product 4.0 targets 10x faster innovation to market
• Aha! Builder brings an AI app builder to product managers
• Hex grew from a niche notebook into a daily cross functional tool
• DeepLumen’s Agentic Page makes product pages readable for AI shopping
• One seller reports over $7,000 profit from an AI designed product
• PLM combined with ERP and generative AI could turn history into wisdom

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Research, events and conversations

• Atlassian finds 80% ship faster with AI while customers see no sooner value
• The same report shows 67% cannot clearly define their job
• Lyssna finds 94% use AI in research and 20% rely on it over research
• A Hyperact survey shows more confidence in delivery than discovery
• Accessibility fixes after launch cost around ten times more than in design
• ProductCon and Product Circle Dublin converged on judgment over speed
• A Google Labs conversation urges every company to operate like a labs team

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Thanks to Richard Alexandr Batista, Preethi Ramarathinam, Markevičius Gytis, Patrick Mac, Bryan Burke, Shyam Venugopal, Michael Wolff, Emmet Townsend, Sohaib Thiab, Ed Biden, Christian Idiodi, Steven Granese, Paweł Huryn, Priyanka Upadhyay, Nikita Chepuri, Ninad Puranik, Alex Rechevskiy, Helene Amster Kopel, Monica Jasuja, Roman Pichler, Ngozichukwuka Julie Uzochukwu, Atiqur Rahaman, Amy Mitchell, Gelila Solomon, Büşra Coşkuner, Vin Vashishta, Aatir Abdul Rauf, Samantha McKenna, Ravi Mehta, Jon Amphlett, Christophe Achouiantz, Matthew Small, Veronica Stewart, Allen Yang, Adi Thacker, Dave West, Lior Gerson, Steve Braden, Ashish Patel, Todd Ortscheid, Dan London, Crispy Barnett, Vik Gambhir, Brian Bakerman, Lee Sammartino, David E., Kostas Didaskalou, Teresa Torres, James Rajasingh, Alamin Hossain, Brandon Young, Venkatesh Krishnan, Aakash Gupta, Ana Rowe, Antonia Landi, Aidin Ziapour, Srikanth Victory, Dave Baines, Taiwo Alawiye, Surbhi Kaul, Nijat Behbudov, Shannon V., Lenny Rachitsky and everyone else who contributed insights to this edition. Find the full list of posts and voices on LinkedIn: