AI Is Breaking Two Vulnerability Cultures: What Product Builders Must Know Now
The traditional vulnerability disclosure ecosystem is collapsing under AI's weight. Here's how product builders can navigate security when the old rules no longer apply.
I help product teams move from idea to validated prototype in 48 hours — using AI, lean experimentation, and vibecoding.
AI Product Manager with 10+ years of experience — from high-end hospitality to digital product leadership. I specialise in rapid prototyping, vibecoding, and lean experimentation: moving teams from hypothesis to validated product in 48 hours. Skilled in Scrum, SAFe, product discovery, and AI-assisted development using tools like Lovable, Bolt, Cursor, and Claude.
Insights on product management, AI implementation, conversion rate optimisation, and validated growth strategies for B2B founders and product leaders.
The traditional vulnerability disclosure ecosystem is collapsing under AI's weight. Here's how product builders can navigate security when the old rules no longer apply.
An exclusive deep-dive into how Mozilla's security team leveraged Anthropic's Claude Mythos to identify critical vulnerabilities in Firefox, revealing practical frameworks for integrating AI into production security workflows.
Discover how gamification mechanics—quests, token economies, and skills marketplaces—are driving unprecedented AI product adoption. A data-driven playbook for product builders seeking 10x engagement.
Available for Product Owner, Head of Product, and AI strategy roles. Reach out at jasper@jasperhaynes.com or connect on LinkedIn.
Jasper Haynes — AI Product Manager & Rapid Prototyper.
From idea to working product, fast.
AI agents for product work — discovery, personas, competitive analysis.
Essays on product, AI, and shipping what matters.
Tools I trust to build fast:
Building products that scale globally, understanding users everywhere.
Running lean experiments from hypothesis to validated prototype in 48 hours.
From 5-star hospitality to AI product building — an unlikely path that changed everything.
How my JasperToolkit agents chain together to turn a problem brief into a shippable plan.
I paste in transcripts, customer notes, and a problem brief. NotebookLM gives me a shared corpus to reason against.
Case studies across AI product strategy and rapid prototyping.
Practical insights on product management, AI, and rapid prototyping.
Jasper Haynes — AI Product Manager & Rapid Prototyper. From idea to working product, fast.
AI agents for product work — discovery, personas, competitive analysis.
Building products that scale globally.
Running lean experiments from hypothesis to validated prototype in 48 hours.
Essays on product, AI, and shipping what matters.
Tools I trust:
Gemini, NotebookLM
Lovable, Antigravity
Claude Code
From 5-star hospitality to AI product building.
How my JasperToolkit agents chain together to turn a problem brief into a shippable plan.
I paste in transcripts, customer notes, and a problem brief. NotebookLM gives me a shared corpus to reason against.
Toolkit agents generate user personas and plot stakeholders on a power/interest grid — the people side, fast.
PRD CoPilot drafts a structured PRD from personas + context, then the Story agent breaks it into backlog-ready items.
The metro roadmap visualises bold steps and milestones — the strategic narrative I can take to stakeholders.
Case studies across AI product strategy and rapid prototyping.
Practical insights on product management, AI, and rapid prototyping.