The hottest Development Substack posts right now

And their main takeaways
Category
Top Technology Topics

Skills we need for the AI-driven world

10x your mind • 79 implied HN points • 06 Apr 23
🚌 Education Skills Learning Development Curriculum Critical Thinking
  1. Machines are advancing rapidly, and we need to identify skills to stay relevant amidst automation.
  2. Skills like smarter decision-making, clarity in thinking, and asking the right questions are crucial for navigating the AI-driven world.
  3. Emotional intelligence and the ability to reinvent ourselves are becoming increasingly important in the face of evolving technology.

Lines Of Development

Weekly Wisdom • 79 implied HN points • 03 Aug 23
🚌 Education Development Theory Learning
  1. Lines of development refer to the various capacities within individuals and groups, similar to the concept of multiple intelligences used in education.
  2. Different types of lines of development include cognitive, emotional intrapersonal, emotional interpersonal, somatic, moral, spiritual, and willpower, each representing a specific ability.
  3. There is a correlation between sensory capacities and lines of development, as seen in examples like absolute pitch in blind musicians, showing how individual strengths and weaknesses can lead to diverse human expressions.

Finding Your Type

Weekly Wisdom • 79 implied HN points • 26 Jul 23
⛪ Faith & Spirituality Beliefs Mythology Types Ethics Development
  1. Typology helps us categorize and understand different aspects of life, fostering empathy and diversity.
  2. Various ancient and modern examples showcase the use of types in astrology, personality systems, sports teams, and more, serving as strategies for survival and flourishing.
  3. While typology can enhance self-awareness and acceptance, there's a risk of excessive rigidity and stereotyping, so it's crucial to view personality traits as fluid and evolving.

Infrastructure and Business Logic in Serverless: Exploring the Relationship

The Serverless Mindset • 78 implied HN points • 14 Jul 23
🕹 Technology Infrastructure Serverless Development Architecture
  1. Finding the right balance between infrastructure and business logic in serverless architecture is crucial.
  2. Serverless offers a sweet spot between simplicity and control, allowing for understanding and informed decision-making by developers.
  3. The relationship between infrastructure and business logic in serverless architectures is complex, and finding the right balance is key to creating scalable and resilient systems.
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Low-code Development Platforms

Gradient Flow • 259 implied HN points • 30 Jun 22
🕹 Technology Development Machine Learning Podcasts Reports Tools
  1. Experiment tracking and management tools help log metadata and results of ML experiments. They offer collaboration and visualization features to simplify analysis and management of experiments.
  2. Data+AI Summit 2022 had significant announcements like the open-sourcing of Delta Lake and Project Lightspeed for Spark Structured Streaming. Databricks introduced a marketplace for data products and updates to their governance solution.
  3. Low-code development platforms enable rapid application development with simplified methods. Enterprise low-code platforms facilitate quick deployment using low-code and no-code techniques.

Tech Talks Weekly #14 💥

Tech Talks Weekly • 19 implied HN points • 16 May 24
🕹 Technology Conferences Development Software Web Engineering
  1. Tech Talks Weekly shares recent tech talks from over 11 conferences, making it easy to catch up on the latest developments.
  2. Popular talks this week include topics like processing large data with Java and the latest updates in React, showcasing diverse tech trends.
  3. Readers are encouraged to support the initiative by sharing the newsletter and providing feedback to improve future content.

Make Everything Versionable

Sarah's Newsletter • 239 implied HN points • 24 May 22
🕹 Technology SaaS Tools Data Development
  1. Teams are facing challenges with SaaS tools and maintaining them as complexity grows.
  2. Making everything versionable can help in QA, testing, and peer reviewing changes, leading to fewer errors in production.
  3. There is a need for more accessible ways to version configurations across different teams and tools, especially for non-technical users.

GPT-4o mini and prompt caching, a turning point in debugging?

Matthew’s Substack • 2 HN points • 21 Aug 24
🕹 Technology AI Software Debugging Development Automation
  1. Prompt caching and the new GPT-4o mini make it cheaper to explore and solve bugs efficiently. This means developers can now recreate and fix issues more easily.
  2. Current debugging tools focus more on understanding the context of a bug than on testing hypotheses about what caused it. There's a real need for better tools to improve the testing phase.
  3. Using LLMs can help generate scripts to recreate complex bugs, offering a fresh approach to understanding and fixing problems in software development.

Rapid Development Of Intelligent Generative AI APIs

Cobus Greyling on LLMs, NLU, NLP, chatbots & voicebots • 19 implied HN points • 19 Apr 24
🕹 Technology AI APIs Development Software Automation
  1. Intelligent APIs use AI to add advanced features, making it easier for developers to integrate smart tech without deep knowledge of AI. They can improve apps in many areas like e-commerce and healthcare.
  2. Sometimes, just connecting an API to a language model isn't enough. It often needs extra logic or intelligence to function better, enhancing the user experience.
  3. The GALE platform helps automate tasks using generative AI, allowing businesses to streamline processes. This lets teams focus on more important and creative work.

Who needs prompt engineers anyway?

Let's talk games & AI. • 12 implied HN points • 22 Oct 24
🕹 Technology AI Automation Software Development Machine Learning
  1. AI can now write its own prompts, saving time and money compared to humans doing it. This is especially helpful for tasks with clear inputs and outputs.
  2. Building a system that helps AI generate and test prompts can greatly improve efficiency and reduce complexity in automation tasks. It also lowers costs for the same quality output.
  3. Humans still play an important role by providing initial data and guidance but the bulk of the work is shifting to AI. This means we need to create good systems that let AI handle most tasks.

No-Code Deployment & Orchestration Of Open-Sourced Foundation Models

Cobus Greyling on LLMs, NLU, NLP, chatbots & voicebots • 19 implied HN points • 16 Apr 24
🕹 Technology AI Automation Software Development Data
  1. Open-sourced language models are easier for everyone to access and can be customized to fit specific needs. This means more people, like researchers or developers, can use them to create unique solutions.
  2. Choosing the right model for each task can improve performance, so it's important to understand what each model does best. Using multiple models together can lead to better results overall.
  3. No-code tools like GALE make it simple to deploy and manage these models without needing deep technical skills. This helps businesses and individuals quickly set up and adapt AI applications.

API Documentation for Machines

The API Changelog • 6 implied HN points • 22 Nov 24
🕹 Technology AI APIs Documentation Development Software
  1. API documentation should be structured and easy for machines to read. Using known formats like OpenAPI helps AI agents understand the API better, making it easier for them to use.
  2. Clearly define all operations and parameters in the documentation. AI agents need specifics about input types and constraints to avoid confusion.
  3. It's important to document errors and provide examples. Even machines need clear guidance on what each error means to function properly.

Superhuman Powers for Superhero Developers

Ben’s Newsletter • 3 HN points • 06 Aug 24
🕹 Technology Software AI Engineering Productivity Development
  1. Developers face a lot of challenges with technical debt which slows down projects. It's important to address this debt by improving code and reducing dependencies.
  2. AI tools are really helping developers work faster and more efficiently. Many developers are now using AI to help write and debug their code.
  3. Reproducibility and effective tooling are key to a smooth software development process. Using the right tools can save time and make it easier for teams to work together.

A Snowy Last-Minute Friday Edition

Become a Senior Engineer • 39 implied HN points • 12 Jan 24
🕹 Technology Development Career Reflection Community Tools
  1. Fridays are a great time for reflection on your job and career, allowing you to assess your emotions, learning, interactions with teammates, and successes and failures.
  2. Leaving everything better than you found it is an important concept that involves sharing failures, thus contributing to improvement within your team and network.
  3. Persistent effort and engagement can lead to growth, even starting with small numbers in a new venture, by focusing on community engagement and setting achievable goals.

Under the microscope: Three Dirty Dwarves

Rings of Saturn • 61 HN points • 01 Mar 24
🕹 Technology Gaming Analysis Development
  1. A hidden cheat code 'MOSHOLU' in Three Dirty Dwarves unlocks 'CHEAT MODE', allowing selection of starting levels.
  2. Discovering hidden features like 'SUPERHERO' and 'JOYRECORD' by examining memory snapshots and exploring password encoding in the game's data.
  3. The decoding process revealed the original purpose of password codes like 'GUNHILL' was to access different game levels, and 'JOYRECORD' likely allowed control over in-game demo playback.

📝 Guest Post: Evaluating LLM Applications*

TheSequence • 91 implied HN points • 11 Mar 24
🕹 Technology AI Machine Learning Evaluation Development Monitoring
  1. Traditional software development practices like automation and testing suites are valuable when evaluating Large Language Models (LLMs) for AI applications.
  2. Different types of evaluations, including judgment return types and sources, are important for assessing LLMs effectively.
  3. A robust evaluation process for LLM applications involves interactive, batch offline, and monitoring online stages to support rapid iteration cycles and performance improvements.

How to improve developer productivity [Storytime Saturdays]

Technology Made Simple • 59 implied HN points • 18 Jun 23
🕹 Technology Development Productivity Podcasts Engineering
  1. Learning from the mistakes and successes of others through stories can help in personal and professional development.
  2. Insight from top-tier developers at Google, like Chris Laffra, can provide valuable lessons on improving developer productivity.
  3. Subscribing to resources like Beyond Coding podcast can offer access to high-quality content for continuous learning and growth.

Markdown imports and exports

Pine • 19 implied HN points • 21 Apr 24
🕹 Technology Software Development Productivity Tools Digital
  1. Pine now allows you to import and export files in markdown format. This makes it easier to move your content in and out of the platform.
  2. When you use markdown, a horizontal line separates the card title from the body. If there's no line, the file name will be used as the title.
  3. The deck dropdown menu has quick access options for smoother navigation and usability. You can find what you need without searching too hard.

ACF: Introducing a New Framework for Classifying AI Capabilities

The A.I. Analyst by Ben Parr • 58 implied HN points • 15 Mar 23
🕹 Technology AI Frameworks Intelligence Development Assessment
  1. The AI Classification Framework (ACF) offers a new way to assess AI capabilities beyond the Turing test.
  2. The ACF evaluates AI based on eight modalities and aims to measure progress towards more advanced AI.
  3. Moving on from the outdated Turing test, the ACF provides a more relevant framework for understanding and developing AI.

Navigating the Director Sandwich

Suzan's Fieldnotes • 58 implied HN points • 15 May 23
💼 Business Leadership Management Communication Relationships Development
  1. Navigating the role of a director involves managing expectations and aligning teams while leading through others.
  2. Transitioning into a director role means moving away from detailed work and learning to delegate effectively.
  3. Building trust is crucial in a director role, both within the team and across the organization, to achieve results and develop future leaders.

Building a Better What's New Page for Microsoft Sentinel

Rod’s Blog • 59 implied HN points • 22 Feb 23
🕹 Technology Software Development Tools Updates Community
  1. Customers are frustrated with the outdated 'What's New' page in Microsoft Sentinel, which is lagging behind in updates.
  2. To address the issue, various sources like Microsoft Sentinel blog, community blogs, and Docs 'What's New' page are being utilized for the most current information on features and enhancements.
  3. Efforts are being made to convert the Docs 'What's New' page into Markdown using a PowerShell script for integration into Microsoft Sentinel workbooks, keeping the content up-to-date.

Chinese Ghost Cities

An Interpersonal Journal • 79 implied HN points • 07 Apr 23
🌍 World Politics Urbanization Population Planning Real Estate Development
  1. China builds 'ghost cities' as future urban solutions by planning ahead and constructing modern, connected environments before the need arises.
  2. Urban developments in China, like the infamous 'ghost cities', prioritize thoughtful planning, amenities, and interconnectedness with main cities to accommodate growing populations.
  3. Chinese 'ghost city' projects have yielded successes in addressing housing demands, but also face challenges like slow population growth and displacing existing communities.

RDEL #34: How do developers adopt new tools? (with Monica Bajaj, VP Developer Experience at Okta)

Research-Driven Engineering Leadership • 19 implied HN points • 18 Mar 24
🕹 Technology Development Tools Engineering Software Innovation
  1. Engineers build trust in tools through factors like usability, testing, documentation, support, flexibility, security, maintainability, and extensibility.
  2. Biggest challenges in tool adoption include lack of usability, cost, integrations, and organizational support.
  3. Managers can evaluate tool effectiveness by considering the effort (onboarding, adoption, integration, customization) and impact (productivity, quality, cost).

The Big Development Project: How much should it cost?

Dev’s Substack • 13 HN points • 25 Apr 24
💼 Business Finance Budgeting Investment Development Analysis
  1. Performing a double worst-case analysis can help determine a reasonable price for a software investment based on the project's business value.
  2. ROI (return on investment) calculation considers total benefits, total costs, and time horizon to assess project profitability.
  3. Setting a target cost for development budget based on the minimum acceptable ROI and apportioning costs between development and operational can guide budget planning.