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From Local LLM to Tool-Using Agent
a local LLM. Nice. But after the first few chats, you might be wondering: what else can I do with it? Well, how about making…
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Build a Nanobot-Style AI Agent in Google Colab with Tool Calling, Session Memory, Skills, and MCP Servers
import subprocess, sys def _pip_install(*pkgs): try: subprocess.run(, check=True) except Exception as e:…
Meet container: Apple’s Open-Source Swift Tool for Running Linux Containers as Lightweight VMs on Apple Silicon
Apple research team recently released the container project. It is an open-source…
One Month Into Learning Data Engineering in Public: Here’s What I Didn’t Write About
out to someone on LinkedIn I’d never met, asking what he thought…
The Hot Path Belongs to GBDTs, Agents Own the Cold Path: A Payment-Fraud Benchmark
a question that keeps coming up in payments work: can an LLM…
Vector RAG Isn’t Enough — I Built a Context Graph Layer for Multi-Agent Memory
I wasn’t trying to build a new memory architecture. I was trying…
DeepReinforce Releases Ornith-1.0: An Open-Source Coding Model Family That Learns Its Own RL Scaffolds
DeepReinforce has released Ornith-1.0, an open-source model family built for agentic coding.…
Beyond the Straight Line: Choosing Between OLS, Interaction Terms, and Tweedie Regression
a machine learning model to predict how much money customers will spend…
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