What I would learn, what I would ignore, what I would build, and how I would know I was actually getting better.Continue reading on Towards AI »
Setup guides and the official prompting guide from MiniMax’s own docs and the exact workflow that replaced GLM-5 in my coding stack.Continue reading on Towards AI »
How reasoning-based retrieval beats similarity search on structured documents, and how to build it with PageIndexContinue reading on Towards AI »
How to know if your changes actually work — paired t-test, Cohen’s d, and a reusable experiment framework built locally with OllamaContinue reading on Towards AI »
Photo by authorHow I built a molecular similarity search system using ChemBERTa, RDKit, and a vector database, and what I learned along the way.Why I Wanted to Do ThisI have been spending a lot of time lately experimenting with vector databases and emb…
During the weekend, I scrolled through Twitter to see what was happening in the AI community. Google has announced its first native…Continue reading on Towards AI »
Learn when LangGraph plans, Temporal executes, and how checkpoints plus webhooks keep 10,000-item LLM pipelines durable.Continue reading on Towards AI »
Beyond the Prompt: Why AI is creating a generation of coders who can ship features but can’t find bugs.Every few decades, a technological shift fundamentally alters the “barrier to entry” for human knowledge. The calculator didn’t kill mathematics, but…
Coding agents are getting smarter, but they still waste most of their tokens reading irrelevant code. Here is how AST-based semantic search, LSP, and a lightweight CLI can change that. We built an embedded lightweight semantic code search tool for codi…
An Essay on Language, Power, and the New Architecture of IntelligenceIn the long history of human civilization, certain inventions fundamentally alter the relationship between human intention and physical reality. The ‘lever’ extended muscle. The writt…