4 Lines You Should Include in Your Claude Skill
Without these, Claude will be confidently wrong.
Haden Pelletier
Jun 14
8 min read
Vision LLMs are PDF Parsers Too: Reading Charts and Diagrams for RAG
Enterprise Document Intelligence [Vol.1 #5quater] – The other parsers read the words on a page.…
Kezhan Shi
Jun 14
15 min read
GPU Time-Slicing for Concurrent LLM Agents on Kubernetes
A systems-level deep dive into the hidden microarchitectural costs of Kubernetes GPU time-slicing, and what…
Anubhab Banerjee
Jun 14
22 min read
Larger Context Windows Don’t Fix RAG — So I Built a System That Does
Increasing context size in RAG systems doesn’t improve accuracy for aggregation tasks—it makes errors harder…
Emmimal P Alexander
Jun 13
15 min read
Parse PDFs for RAG Locally with Docling: Rich Tables, No Cloud Upload
Enterprise Document Intelligence [Vol.1 #5ter] – Table cells, OCR, captions, headings: cloud-grade structure, running on…
Kezhan Shi
Jun 13
19 min read
Solving the 3Blue1Brown String Probability Problem (Without AI)
Let’s practice data science thinking through a probability problem
Jarom Hulet
Jun 13
9 min read
When PyMuPDF Can’t See the Table: Parse PDFs for RAG with Azure Layout
Enterprise Document Intelligence [Vol.1 #5bis] – The same relational tables. Native table cells. OCR for…
Kezhan Shi
Jun 12
16 min read
Why Decade-Old Residual Connections Still Power All of AI (And Why That’s a Problem)
For nearly a decade, this part of neural networks barely changed. DeepSeek is trying to…
Moulik Gupta
Jun 12
16 min read
A Harness for Every Task: Putting a Team of Claudes on One Job
Claude can now write its own harness on the fly, custom-built for the task at…
Chien Vu Minh
Jun 12
28 min read
I Thought Data Engineering Was Just Writing Scripts. I Was Wrong.
I tried to make my ETL pipeline production-ready. Three things broke. Each one taught me…
Ibrahim Salami
Jun 12
9 min read
Is Language Visual? An Experiment with Chinese Characters
A story about a broken printer, visual inductive bias, and why the race ended in a…
Shuyang
Jun 12
5 min read
Stop Returning Flat Text from a PDF: The Relational Tables RAG Needs
Enterprise Document Intelligence [Vol.1 #5B] – One PDF in, a relational set of DataFrames out:…
Kezhan Shi
Jun 11
29 min read
NuCS vs Choco: A Pure-Python Constraint Solver Meets a JVM Veteran
An in-depth performance test comparing Nucs and Choco
Yan Georget
Jun 11
22 min read
Bayesian Networks and Markov Networks: An Intuitive Guide to Structured Uncertainty
An intuitive introduction to reasoning with uncertainty, from directed Bayesian networks to undirected Markov networks…
Sean Moran
Jun 10
37 min read
Prefill Once, Fan Out: KV Snapshot Sharing for Multi-Agent LLM Pipelines
Stop re-computing the same context. Learn how to build a C++ runtime with copy-on-fork KV…
Anubhab Banerjee
Jun 9
28 min read
Can Machine Learning Predict the World Cup?
Building an ML football forecaster in R
Marco Hening Tallarico
Jun 9
18 min read
The Polynomial That Fixed 30 Years of Cloth Simulation
The clipping bug has lived in every 3D simulation pipeline for three decades. Here is…
Ferran Alia
Jun 8
15 min read