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Why my dataclass test failed when the values matched
logstats is a file parser script that takes an auth log file path as an argument and reports 4 stats on about it (number of lines, number of IP lines, number of unique IPs and a list with the 5 top IPs in terms of frequency of appearance). It uses a generator to yield information at every line…
Watch an AI Learn in 3 Minutes: A Walkthrough of the TrialSleuth AI Demo
🎬 What this is: I put together the demo video for our project TrialSleuth AI , an agent that reviews a new drug before its first human trial and learns from every past result. This post walks through the same demo step by step, so you can follow along or try it yourself. 🎥 Watch the video · 🚀…
Python's CVEs Triple. Anthropic Funds a New Security Developer
In the last year CVEs have increased 3x for Python and its package manager Pip, according to Python's security developer in residence Seth Larson. "And the amount of malware published and removed from the Python Package Index (PyPI) is up 60%." Securing Python's ecosystem is getting more complex…
How to Build Multi-Agent Systems with the OpenAI Agents SDK
Build an EV purchase adviser and a support agent in Python, then see how fan-out, pipelines, hierarchies, and swarms reuse the same building blocks. The post How to Build Multi-Agent Systems with the OpenAI Agents SDK appeared first on Towards Data Science .
How to Manage Python Environments with uv Instead of venv and pip
A side-by-side walkthrough of venv plus pip and uv init, uv add, uv run, and uv sync, with a lockfile that recreates the project on another machine. The post How to Manage Python Environments with uv Instead of venv and pip appeared first on Towards Data Science .
The State of Python Profiling in 2026
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Python on my wrist
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OpenAI Introduces Pando: A Git Backend That Cuts Median Push Latency ~80%
OpenAI built Pando, a Git-compatible backend for its monorepo. It handles branches independently, reuses stored packfiles across fetches, cut median push latency by nearly 80%, and now delivers nearly a petabyte of Git data per day. The post OpenAI Introduces Pando: A Git Backend That Cuts Median…
NVIDIA Releases Auto Ontology: An Open Semantic Layer That Grounds AI Agent SQL
NVIDIA released Auto Ontology, an Apache 2.0 library that generates a semantic layer from enterprise metadata. It grounds agent SQL in certified definitions and serves context through MCP, CLI and API. The post NVIDIA Releases Auto Ontology: An Open Semantic Layer That Grounds AI Agent SQL appeared…
If in doubt, delete the uv.lock file
I've been getting the occasional confusing Python dependency error since switching over to Python 3.15 and the rule I'm having to remember is: If in doubt, delete the uv.lock file Most of my projects are libraries which don't include a uv.lock file, since it's rude for a library dependency to lock…
I used free local AI to organize hundreds of photos without uploading a single one
I used free AI running on my mini PC to identify, rename, and organize more than 240 photos without uploading a single one.
I expected Docker to choke on my old Raspberry Pi, but Kiwix proved me wrong
I wasn’t sure Docker would work on my old Raspberry Pi — it did, and now I have big plans.
eMudhra Intermediate CA Compromise
Dan Goodin: Security personnel around the world are on high alert Tuesday following the discovery of eight TLS certificates with private keys so weak they could allow anyone to mint trusted browser and app credentials for any site on the Internet. As of late morning Tuesday, browser makers and some…
Python in Marketing: A Practical Guide to Marketing Analytics, Automation, and Data-Driven Growth [Full Book]
Marketing has always involved wrangling lots of data. Before digital marketing, businesses had to track sales, customer purchases, coupon redemptions, store traffic, and survey responses to understand
AWS CLI v1 End of Support July 15, 2027: Move Scripts to v2
AWS CLI v1 end of support is July 15, 2027. See which v2 behavior changes break v1 scripts and how to find them with debug mode and the migration tool.
How to Build a Command-Line Weather App with Python
After doing a few basic Python projects, I got a bit bored of programs that just take input and print something back. I wanted to make something that actually gets data from the internet. So, I built
Experts temper emergency-level alarms over critical Brotli defect
The defect in a widely distributed open-source library provoked an emergency response, yet exploitation hasn’t been observed in the wild. The post Experts temper emergency-level alarms over critical Brotli defect appeared first on CyberScoop .
AWS Lambda Runtime Deprecation Dates: 2026-2027
AWS Lambda deprecates Python 3.10 on October 31, 2026 and .NET 8 on November 10, 2026. All deprecation, create-block and update-block dates in one table.
Google Optimizes Agent Development Kit's 200K-line Python Codebase Overnight with Gemini 4 Argon
Google explained how an 11-hour unattended run of Gemini 4 Argon produced two accepted optimizations for Google Agent Development Kit's codebase, reducing in-memory session-preparation overhead by about 40% in long sessions and cold package import time by 21%. By Sergio De Simone
eMudhra Intermediate CA Compromise
This is very, very bad news: The private keys of eight eMudhra intermediate CA certificates have been compromised. They chain to roots trusted by the Mozilla, Microsoft, Apple and Chrome root programs and by many downstream trust stores. Any software that bundles…
