I read a lot. Articles, PDFs, YouTube talks, research papers. The problem is that all of that knowledge lives in scattered bookmarks, half-finished highlights, and a vague sense that “I read something about that once.” I wanted a system that would...
I've been digging into enterprise AI adoption data, and there's one number that keeps haunting me: 6%. That's the percentage of companies that have achieved meaningful results with AI agents. Not exp
The AI agent market is worth about $7.5 billion today and headed to $50 billion by 2030—a 45% CAGR. But here's the twist that makes this essential: 62% of companies are experimenting with agents, but
I spent the last week reading the source code of Claude Code — Anthropic’s AI coding agent. All 1,902 files. All 513,000 lines of TypeScript. What I found was a masterclass in building reliable, sa...
claude-codeai-agentsdeep-divesource-code
Manav GuptaApr 1, 20267 min read
<div class="blog-item" data-tags="ship-ai mihai-criveti-ibm-mar-2026" data-title="physical ai agents: what ibm's distinguished engineer learned building enterprise middleware" data-excerpt=""large language models are insufficient and give you very limited productivity for enterprise use cases." that's not a hot take from a skeptic—it's mihai criveti, ibm distinguished engineer and creato">
"Large language models are insufficient and give you very limited productivity for enterprise use cases." That's not a hot take from a skeptic—it's Mihai Criveti, IBM Distinguished Engineer and creato
The uncomfortable truth about enterprise AI adoption is that large language models alone give you very limited productivity for real business use cases. After four years of working with customers and
ship-aimihai-criveti-ibm
Manav GuptaMar 4, 20264 min read
<div class="blog-item" data-tags="ship-ai ozge-yeloglu-cibc" data-title="how cibc built an ai governance model that actually accelerates innovation" data-excerpt=""we've never stopped a project because we always tell people what the mitigation approaches are." that's not what you'd expect to hear from someone running ai governance at one of canada's largest ban">
"We've never stopped a project because we always tell people what the mitigation approaches are." That's not what you'd expect to hear from someone running AI governance at one of Canada's largest ban
ship-aiozge-yeloglu-cibc
Manav GuptaFeb 24, 20266 min read
<div class="blog-item" data-tags="ship-ai ep-5---physical-ai" data-title="physical ai: the $50 trillion market nobody's talking about" data-excerpt="in 1920, czech playwright karel čapek introduced the word "robot" to the world in his play rossum's universal robots. the word comes from the czech robota, meaning repetitive tasks or drudgery. a ">
In 1920, Czech playwright Karel Čapek introduced the word "robot" to the world in his play Rossum's Universal Robots. The word comes from the Czech robota, meaning repetitive tasks or drudgery. A
ship-aiep-5---physical-ai
Manav GuptaFeb 10, 20265 min read
</div>
<div class="blog-item" data-tags="ship-ai lawrence-wan-bmo" data-title="how a bank chief architect thinks about ai agents and non-deterministic systems" data-excerpt=""it's difficult enough to work with a single non-deterministic solution. it's another thing to expect that multiple non-deterministic entities communicate among themselves and would generate a somewha">
"It's difficult enough to work with a single non-deterministic solution. It's another thing to expect that multiple non-deterministic entities communicate among themselves and would generate a somewha
I've been digging into the enterprise AI adoption data, and there's a gap that nobody's talking about. Everyone assumes the split is between companies using AI and companies not using AI. That's not w
The 448% Signal: Why AI Jobs Are Exploding While Traditional Tech Shrinks I've been staring at this chart from the US Census Bureau data, and the number that keeps jumping out at me is 448%. That's
When I first looked at the cost data for AI reasoning models, I had to double-check the numbers. They seemed wrong. In two and a half years, the cost of reasoning-capable AI has dropped by over 99%.
New AI-related job postings are up 448% over the past seven years, while non-AI tech jobs have shrunk by as much as 10%. The competition isn't between humans and AI anymore—that ship has sailed. The c
ship-aiep-4---ai-at-work
Manav GuptaFeb 3, 20266 min read
<div class="blog-item" data-tags="ship-ai ep-3---red-silicon-curtain" data-title="deepseek: ai's sputnik moment" data-excerpt="i still remember exactly where i was when the deepseek news broke. january 27th, 2025. my phone started buzzing with messages from friends in the ai space, all asking the same thing: "are you seeing t">
I still remember exactly where I was when the DeepSeek news broke. January 27th, 2025. My phone started buzzing with messages from friends in the AI space, all asking the same thing: "Are you seeing t
NVIDIA lost $600 billion in a single day. Not from a product failure or executive scandal, but from a research paper published by a 200-person Chinese startup most Americans had never heard of. DeepSe
I've been tracking AI infrastructure spending for a while now, but even I wasn't prepared for what the 2024 numbers revealed. The Magnificent Seven—Amazon, Apple, Google, Meta, Microsoft, Nvidia, and
I've been digging into the capital expenditure numbers behind the AI boom, and one stat keeps stopping me cold: $212 billion. That's what the Magnificent Seven spent on AI infrastructure in a single y
Seven companies are now spending more on AI infrastructure than the entire global energy sector. In 2014, the largest technology companies spent about $44 billion a year on capital investments. By 202
Five Days to a Million Users: The Speed That Changed Everything When I first saw the numbers on ChatGPT's adoption, I had to triple-check them. Not because they seemed wrong, but because they broke
