Don't Build the Product
Apr 6, 2026Don't Build the ProductWhy the credibility paradox kills more startups than bad products — and the playbook to break through it.
40% of AI Agent Projects Will Be Canceled. Here's What Kills Them.
Apr 1, 202640% of AI Agent Projects Will Be Canceled. Here's What Kills Them.Gartner dropped a stat recently that should make every AI team pause: more than 40% of agentic AI projects will be canceled by the end of 2027. Not delayed. Not pivoted. Canceled.
JioHotstar Just Killed Something 30 Years Old. Nobody Noticed.
Mar 31, 2026JioHotstar Just Killed Something 30 Years Old. Nobody Noticed.The search bar was 30 years old when JioHotstar retired it. I remember the first time I typed a query into a search engine. It felt like magic. You had a q
Anthropic Didn't Build Dispatch to Win. They Built It to Last.
Mar 19, 2026Anthropic Didn't Build Dispatch to Win. They Built It to Last.OpenClaw hit 320,000 GitHub stars in two months. Anthropic watched — then shipped Dispatch. Same category. Different game entirely.
The Embedding Race Looks Like a Tie. It Isn't.
Mar 17, 2026The Embedding Race Looks Like a Tie. It Isn't.Google didn't invent multimodal embeddings. Amazon got there first. So what exactly did Google ship? An architectural argument — and it's one worth understanding.
Your AI Roadmap Is Built Backwards. Here's How to Flip It.
Mar 8, 2026Your AI Roadmap Is Built Backwards. Here's How to Flip It.Most AI teams don't build bad roadmaps on purpose. They just start with the wrong question. Here's the framework to flip it.
Your Process Documentation Is Lying to You
Mar 8, 2026Your Process Documentation Is Lying to YouEvery company has three versions of their process. The one in the SOP. The one in the system. The one in people's heads. They are never the same.
I've Been at Every Major Platform Shift Since 2015. Here's What I Keep Noticing.
Mar 8, 2026I've Been at Every Major Platform Shift Since 2015. Here's What I Keep Noticing.Game engines. Mixed reality. Agentic AI. Finance automation. The technology changes. The pattern doesn't.
PageIndex vs Vector RAG: A New Approach to Document Retrieval
Feb 27, 2026PageIndex vs Vector RAG: A New Approach to Document RetrievalI spent the last week comparing two approaches to AI retrieval. One has been the industry default for three years. The other launched in September 2025 and claims to make the first one obsolete — at least for a specific class of problems.
Your $50 Fire TV Stick Just Became a Gaming Console
Feb 17, 2026Your $50 Fire TV Stick Just Became a Gaming ConsoleSo I was reading about Nvidia's latest GeForce NOW updates last week, and one detail made me stop scrolling: they just launched support for Amazon Fire TV sticks. Not some fancy new hardware. The basic $50 stick most people already have plugged into their TV for Netflix. And suddenly I'm thinking about this from a product lens. Because this isn't just a feature launch. It's a business model shift that makes high-end gaming accessible to anyone with decent internet.
Stop Dumping Tools Into Context. It Doesn't Scale
Feb 1, 2026Stop Dumping Tools Into Context. It Doesn't ScaleEveryone loves MCP in demos. Nobody talks about what happens when you connect five servers and the agent forgets how to think.
Product Discovery Is Changing. Most Brands Aren't Ready
Jan 20, 2026Product Discovery Is Changing. Most Brands Aren't ReadyPerplexity, ChatGPT, Comet, Dia. Agents are becoming the first layer between buyers and products. And most brands aren't ready.
How I Actually Use AI and Why Most People Use It Wrong
Jan 18, 2026How I Actually Use AI and Why Most People Use It WrongI've been using AI tools daily for more than a year. Not as a novelty. As infrastructure. Most people treat AI like a very smart Google. Ask, receive, move on. I treat it like a new hire I'm onboarding. Here's the difference: new hires get better. Google doesn't.
The AI Agent Stack is Confusing. Here's How I Pick
Jan 8, 2026The AI Agent Stack is Confusing. Here's How I PickPeople keep asking me: "Should I use n8n or LangGraph?" or "What's the difference between LangChain and ADK?" Wrong question. The right question: What are you actually building? I've shipped agentic systems at Avataar and Neoflo. Here's the mental model that clears up the confusion.
Will TOON Replace JSON in the AI World?
Jan 3, 2026Will TOON Replace JSON in the AI World?There's a new format gunning for JSON's throne. It's called TOON - Token-Oriented Object Notation. It hasn't hit mainstream yet  -  but it's coming.
The End of the Eyeball: How AI is Killing Ads (And What's Coming Next)
Dec 31, 2025The End of the Eyeball: How AI is Killing Ads (And What's Coming Next)I spent the last week down a rabbit hole. AI chatbots vs Google. Agentic shopping agents. Amazon suing startups. Payment rails for bots. And a $1 trillion market that nobody's quite figured out yet. Here's what I found: the advertising industry isn't evolving. It's being replaced.
Building AI for Finance Teams — Why It's Harder Than It Looks
Dec 29, 2025Building AI for Finance Teams — Why It's Harder Than It Looks47 browser tabs. 3 spreadsheets. One folder called "INVOICES_FINAL_FINAL_v3." Here's why building AI for finance is harder than building AI for anything else.
Stop Wasting Tokens. Here's the Context Strategy That Actually Scales
Dec 29, 2025Stop Wasting Tokens. Here's the Context Strategy That Actually ScalesEvery time you load your entire project into Claude's context, you're burning tokens. And money. Here's the system that fixes it.
The Prompt Is Dead. Here's What Replaced It
Dec 26, 2025The Prompt Is Dead. Here's What Replaced ItPrompts don't scale. Skills do. How Anthropic's new architecture solves the consistency problem that's been breaking AI products - and why Microsoft, OpenAI, and major partners already adopted it.
SEO in 2025: Optimizing for Humans and AI Agents
Dec 18, 2025SEO in 2025: Optimizing for Humans and AI AgentsHumans scan in 3 seconds. AI agents parse in milliseconds. What I learned revamping Neoflo's website- and why llms.txt might be more important than your sitemap.