Evaluating your Agentic Harnesses
One good demo is a test flight. An eval suite is the flight-test campaign: pass rates, cost, latency, and failure modes.
Data For Science
A newsletter about all things Data Science, Machine Learning and AI, by Bruno Gonçalves
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Latest episodes
Self hosting LLMs with Llama.cpp
Putting your Mac to work
Building an Advanced Agentic Harness
From a single pilot to an air campaign: planning, parallelism, memory, verification, and observability for production-shaped agents.
Build a (small) language model by counting
A 4-gram model on WikiText-103, and the one idea it shares with Claude.
Building a Basic Agentic Harness
The secret sauce behind Claude Code, Open Clawd, Hermes, etc
From News Articles to Knowledge Graphs with spaCy and NetworkX
Building a complete NLP pipeline to extract entities, discover relationships, and visualize knowledge networks from unstructured text
Airline Traffic Between States
Use custom made pie charts to visualize U.S. Map of State-to-State Travel
Graph Neural Networks 101
Predicting Molecular Properties from Scratch
Top 10 Books we read in 2025
A year’s worth of the best Large Language Models, Software Engineering, AI, and Algorithms.
Demographic processes
Simulating Epidemics with Birth and Death rates