Programmer Weekly - Programmer Weekly - Issue 211

View this email in your browser

Programmer Weekly

Welcome to issue 211 of Programmer Weekly. Let's get straight to the links this week.

Quote of the Week 

"Pasting code from the internet into production code is like chewing gum found in the street." - Mike Johnson


Reading List

Debugging with Production Neighbors
Uber's approach leverages the SLATE tool to address production issues by replicating problem states across similar environments. This method allows engineers to observe and debug issues as they manifest in production, ensuring accurate and efficient resolution. By utilizing SLATE, Uber can compare and analyze behaviors in different environments, making it easier to identify and fix anomalies.

Writing an IR from Scratch and survive to write a post
This post talks about the design of the first version of the Intermediate Representation of Kunai, the design decisions and how it was implemented.

Detecting hallucinations in large language models using semantic entropy 
Large language models (LLMs) like ChatGPT and Gemini often generate false or unsubstantiated outputs, posing risks in fields like law, journalism, and medicine. A new statistical method using entropy-based uncertainty estimators can detect these "hallucinations" by evaluating the uncertainty of the generated meaning rather than specific word sequences, improving reliability without requiring task-specific data.

Testing Generative AI for Circuit Board Design
We test LLMs to figure out how helpful they are for designing a circuit board. We focus on utility of frontier models (GPT4o, Claude 3 Opus, Gemini 1.5) across a set of design tasks, to find where they are and are not useful. They look pretty good for building skills, writing code, and getting useful data out of datasheets.

Building search-based RAG using Claude, Datasette and Val Town
Retrieval Augmented Generation (RAG) enhances large language models by incorporating external knowledge through search engines to answer questions accurately. Simon Willison implemented this with Claude 3.5 Sonnet, using SQLite full-text search in Datasette and Val Town for prototyping, completing the task in a live coding session.

How to Design an ISA
The article discusses the principles and considerations involved in creating an Instruction Set Architecture (ISA). It highlights the growing popularity of RISC-V and the reduced barriers to entry, which have led many groups to develop their own instruction sets. The article provides a comprehensive guide on the key elements of ISA design, including the importance of simplicity, extensibility, and compatibility, while also addressing the challenges and trade-offs involved in the process​ (CACM)​ .


Watch and Listen

The Fear Factor in Maintainable Software
Does your team’s software give you warm fuzzies, or does it leave you filled with fear? On this episode of Maintainable, Scott Hanselman, VP of Developer Community at Microsoft, shares his take on the emotional and human side of well-maintained code, how teams can overcome the fear that leads to technical debt, and the importance of finding balance between prep work and shipping.

Building Docker Images - Best Practices
You'll learn how to build Docker images as fast as possible, with the smallest file size possible.

VIM Essentials Course for Beginners
Learn the essentials required for working with VIM as your developer tool of choice.

Inter-System Messaging with NATS & Jetstream
In a world where messaging systems dictate "The Right Way," NATS defies norms, offering flexibility to behave as a queue, log, or request/response protocol with minimal client configuration. Jeremy Saenz explores NATS' inner workings, features, and trade-offs, revealing what makes it truly unique.

The key to a happy Rust/C++ relationship
Aida G., a member of one of Meta’s first Rust teams, joins Pascal Hartig on the latest Meta Tech Podcast to dive into the challenges of getting Rust to interact with Meta’s large amount of existing C++ code.


Interesting Projects, Tools and Libraries

Midday
Midday is an all-in-one tool designed to help freelancers, contractors, consultants, and solo entrepreneurs manage their business operations more efficiently. It integrates various functions typically scattered across multiple platforms into a single, cohesive system.

asciinema
A cross-platform asciinema(v2) terminal session recorder for MacOS/Linux/Windows. Currently a better choice than the official one.

Eidos
Offline alternative to Notion. Eidos is an extensible framework for managing your personal data throughout your lifetime in one place.

hftbacktest
A high-frequency trading and market-making backtesting tool in Python and Rust, which accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books, with real-world crypto market-making examples for Binance Futures 

tachyonfx
tachyonfx is a ratatui library for creating shader-like effects in terminal UIs.

clai
Command line artificial intelligence - Multi-vendor generation in your terminal.

dotenvx
A better dotenv–from the creator of `dotenv`.
 
Our Other Newsletters
Python Weekly - A free weekly newsletter featuring the best hand curated news, articles, tools and libraries, new releases, jobs etc related to Python.

Founder Weekly - A free weekly newsletter for entrepreneurs featuring best curated content, must read articles, how to guides, tips and tricks, resources, events and more.
Copyright © 2024 Programmer Weekly, All rights reserved.
You are receiving our weekly newsletter because you signed up at http://www.ProgrammerWeekly.com

Our mailing address is:
Programmer Weekly
Brooklyn
Brooklyn, NY 11228

Add us to your address book


Want to change how you receive these emails?
You can update your preferences or unsubscribe from this list.

Older messages

Programmer Weekly - Issue 210

Thursday, June 20, 2024

View this email in your browser Programmer Weekly Welcome to issue 210 of Programmer Weekly. Let's get straight to the links this week. Quote of the Week "Programming languages should be

Programmer Weekly - Issue 209

Thursday, June 13, 2024

View this email in your browser Programmer Weekly Welcome to issue 209 of Programmer Weekly. Let's get straight to the links this week. Quote of the Week "I didn't work hard to make Ruby

Programmer Weekly - Issue 208

Thursday, June 6, 2024

View this email in your browser Programmer Weekly Welcome to issue 208 of Programmer Weekly. Let's get straight to the links this week. Quote of the Week "It is better to do the right problem

Programmer Weekly - Issue 207

Monday, June 3, 2024

View this email in your browser Programmer Weekly Welcome to issue 207 of Programmer Weekly. Let's get straight to the links this week. Quote of the Week "Never put off until run time what you

Programmer Weekly - Issue 206

Thursday, May 23, 2024

View this email in your browser Programmer Weekly Welcome to issue 206 of Programmer Weekly. Let's get straight to the links this week. Quote of the Week "The primary duty of an exception

You Might Also Like

Ranked | The Worst Cities for Rush Hour Traffic 🚗

Saturday, October 5, 2024

We look at the worst cities for rush hour traffic, both globally and in the US specifically. View Online | Subscribe | Download Our App Presented by Voronoi: The App Where Data Tells the Story FEATURED

⚙️ Special Edition: Eric Xing and the Age of AI Empowerment

Saturday, October 5, 2024

We met up with Dr. Eric Xing to talk about the realities of AI. ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌

🐍 New Python tutorials on Real Python

Saturday, October 5, 2024

Hey there, There's always something going on over at Real Python as far as Python tutorials go. Here's what you may have missed this past week: Python 3.13: Cool New Features for You to Try In

Hooked On Clarendon 💡

Saturday, October 5, 2024

The very common font that kicked off a redesign. Here's a version for your browser. Hunting for the end of the long tail • October 05, 2024 Hooked On Clarendon I saw a font recently, and it

Largest-Ever DDoS Attack Just Occurred—3.8 Tbps in Just 65 Seconds!

Saturday, October 5, 2024

THN Daily Updates Newsletter cover Mastering Spring Boot 3.0 ($31.99 Value) FREE for a Limited Time A comprehensive guide to building scalable and efficient backend systems with Java and Spring

Re: No more spam!

Saturday, October 5, 2024

If you are tired of getting spam texts and phone calls, I have a new discovery that you need to read about. It's a service called Incogni, and I'd recommend it to any iPhone Life reader

📧 Implementing the Outbox Pattern

Saturday, October 5, 2024

​ Implementing the Outbox Pattern Read on: m​y website / Read time: 8 minutes The .NET Weekly is brought to you by: Visually Building API-Driven Applications with Postman Flows ​ Explore how Postman

JSK Daily for Oct 4, 2024

Friday, October 4, 2024

JSK Daily for Oct 4, 2024 View this email in your browser A community curated daily e-mail of JavaScript news Understanding CommonJS vs. ES Modules in JavaScript JavaScript has undergone significant

🕹️ 10 Tips for When PSN Isn't Working — Should You Buy Office 2024?

Friday, October 4, 2024

Also: What to Know About eSims, and More! How-To Geek Logo October 4, 2024 Did You Know It's true, in space no one can hear you scream; sound travels via the vibration of atoms (such as the atoms

iOS Dev Weekly - Issue 681

Friday, October 4, 2024

Back to our regular scheduled programming this week! ⌚ View on the Web Archives ISSUE 681 October 4th 2024 Comment Last week's downtime on Curated set me thinking about this newsletter and about