What actually matters in vector databases in 2025, why “modern search for AI” is different, and how to ship systems that don’t rot as context grows.
Andrej Karpathy Stopped Using AI to Write Code. He’s Using It to Build a Second Brain Instead
His new workflow turns raw research into a self-maintaining wiki.No vector databases, no RAG pipelines, just markdown files and an LLM that…
What spec-driven development gets wrong
The most powerful AI software development platform with the industry-leading context engine.
AI demands more engineering discipline. Not less
If you lived through the shift from handcrafted server pets to immutable infrastructure, you should sense something oddly familiar about what's happening now.
How Notion Cut Millions from Their Vector DB Bill Without Sacrificing Search Quality
Chroma - open-source search infrastructure for AI
Open-source search infrastructure for AI
Context Constitution
Today we are releasing the Context Constitution: a set of principles governing how AI agents manage context to learn from experience.
Context Engineering
Context engineering strategies for AI agents: write, select, compress, and isolate context to optimize performance and manage long-running tasks.
The New Software Lifecycle
I co-wrote a Google whitepaper about how AI is changing the software lifecycle. I'm not going to summarize the whole thing. Instead, here are the handful of ...
AI Is a Waste of Time
The newest AI tools are accelerating basic research and scaring the general public. But many people are simply using them as toys.
No Vibes Allowed: Solving Hard Problems in Complex Codebases – Dex Horthy, HumanLayer
Why AI hasn’t replaced software engineers, and won’t
Arvind Narayanan and Sayash Kappor take on the question of AI job losses through the lens of a profession that is uniquely suited to AI disruption - software engineering. In …
Our Spreadsheet Overlords
Weatherby argues that the current discourse around AI, especially the buzz around “artificial general intelligence,” is a distraction from its actual impact: the expansion of bureaucracy through massive data systems…
Chroma is now 4x faster
Two years ago, we set out to make AI retrieval effortless for developers. 30+ million downloads later, that vision is becoming reality with widespread adoption across hackathon projects, fast-growing AI startups, and Fortune 500 companies.
LukeW | Context Management UI in AI Products
They say context is king and that's certainly true in AI products where the content, tools, and instructions applications provide to AI models shape their behav...
MCP Protocol: a new AI dev tools building block
The Model Context Protocol - that extends IDEs’ AI capabilities - is gaining rapid popularity. Why is this, and why should us developers pay attention to it?
