Building production-ready LLM applications requires robust tools for development, monitoring, and continuous improvement. Langsmith is a…Continue reading on Towards AI »
If your agentic AI calls Claude or GPT through MCP, you are a downstream deployer — and the regulatory chain now extends to your…Continue reading on Towards AI »
Source: Image by the author.I’ve been experimenting with and building AI agents for production systems for several years now. In that time, I’ve shipped prompt pipelines that power customer-facing features, debugged agents that silently hallucinated to…
Understanding what actually changes a model, plus SVD, LeJEPA, MCP scaling, and CLIP search.Good morning, AI enthusiasts,A lot of AI conversations right now blur together very different ideas: prompting, retrieval, retraining, embeddings, and represent…
Read my experiences from using OpenClaw.Continue reading on Towards AI »
Anthropic used its own AI to interview tens of thousands of people about AI. The findings are fascinating. The methodology is more…Continue reading on Towards AI »
I Ran the Same Multi-Agent Prompts on Claude Code, Codex, and Cursor. Here’s What Actually Happened.A hands-on comparison of three multi-agent coding systems across research, data extraction, and bug-fix coordination tasksI’ve been intrigued by the “mu…
Fine-Tuning for AlignmentContinue reading on Towards AI »
LoRA (Low-Rank Adaptation)Continue reading on Towards AI »
You Never Find the Closest Vector. And That’s the Whole Point.Continue reading on Towards AI »