The hottest Software Tools Substack posts right now

And their main takeaways
Category
Top Technology Topics

A Guide to Which AI to Use in the Agentic Era

One Useful Thing • 4712 implied HN points • 18 Feb 26
🕹 Technology Software Tools
  1. Decide between three layers: models (the AI brain), apps (the interface you use), and harnesses (the systems that let the AI use tools and act autonomously).
  2. If you want real work done, pay for and select advanced models or "thinking/Pro" modes, because free/default chat models are optimized for casual talk and make more errors.
  3. The big shift is from chatbots to agentic harnesses that can complete multi-step tasks; harness choice now often matters more than model choice, so try agent tools (like code or document-focused harnesses) and manage the AI as it works.

The toil of (blog) art

lcamtuf’s thing • 11019 implied HN points • 18 Jan 26
🎨 Art & Illustration Software Tools
  1. Illustrations often take the most work in a technical blog and can require as much or more time than writing the text.
  2. Building a simple, consistent workflow and a reusable library of elements (scale, line thickness, fonts, colors) makes creating clear technical diagrams much faster and keeps a coherent style.
  3. Use the right tools for the job — photography, CAD, Excalidraw, Affinity — and apply deliberate visual tricks like shadows, outlines, and afterimages to imply depth, motion, or emphasis in 2D illustrations.

My Wishlist for 12 Substack Enhancements

The Honest Broker • 18484 implied HN points • 10 Aug 25
🕹 Technology Software Tools
  1. Substack raised $100 million to improve tools and support for writers. This means they want to help creators gain new opportunities.
  2. Ideas for enhancements include creating platforms for music, video, and film, which would help independent creators gain more visibility and connect with audiences.
  3. Substack should provide more customization options for creators, like better layouts and fonts, and functions like embedding images in comments to enhance user experience.

Three Years from GPT-3 to Gemini 3

One Useful Thing • 2059 implied HN points • 18 Nov 25
🕹 Technology Software Tools
  1. AI has evolved from simple chatbots to more advanced tools that can code, design, and perform complex tasks. This means AI can now create interactive applications and help with various computer tasks, making it a powerful ally.
  2. The introduction of tools like Gemini 3 and Antigravity shows that AI can handle more complicated jobs, including data analysis and research. It can even write original papers, resembling a graduate student's intelligence level.
  3. With AI becoming more capable, the way we interact with it is changing. Instead of just fixing AI mistakes, people are now managing and directing AI's work, marking a shift from simple assistance to more of a collaborative partnership.

How did Discord evolve to handle trillions of data points

VuTrinh. • 399 implied HN points • 20 Aug 24
🕹 Technology Software Tools
  1. Discord started with its own tool called Derived to manage data, but it found this system limited as it grew. They needed a better way to handle complex data tasks.
  2. They switched to using popular tools like Dagster and dbt. This helped them automate and better manage their data processes.
  3. With the new setup, Discord can now make changes quickly and safely, which improves how they analyze and use their vast amounts of data.
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13 Super Useful Chrome Plugins for Front-End Developers

JavaScript Development Substack • 46 HN points • 22 Sep 24
🕹 Technology Software Tools
  1. Chrome extensions can make front-end development easier and faster. They help with tasks like inspecting CSS, testing forms, and analyzing website technologies.
  2. Tools like CSS Peeper and Fake Filler let developers quickly see styles and fill forms automatically. This saves time and simplifies the testing process.
  3. Extensions like Wave Evaluation Tool and Ahrefs SEO Toolbar help improve website accessibility and SEO. They offer insights that can help boost a site's performance.

Netflix Data Engineer Stack

VuTrinh. • 359 implied HN points • 30 Jul 24
🕹 Technology Software Tools
  1. Netflix's data engineering stack uses tools like Apache Iceberg and Spark for building batch data pipelines. This helps them transform and manage large amounts of data efficiently.
  2. For real-time data processing, Netflix relies on Apache Flink and a tool called Keystone. This setup makes it easier to handle streaming data and send it where it needs to go.
  3. To ensure data quality and scheduling, Netflix has developed tools like the WAP pattern for auditing data and Maestro for managing workflows. These tools help keep the data process organized and reliable.

Own the Spreadsheet, Own the World

SeattleDataGuy’s Newsletter • 353 implied HN points • 28 Nov 25
🕹 Technology Software Tools
  1. Excel remains a key tool for many teams, despite the availability of advanced data platforms. It's easy to use and allows quick edits without messing with permanent data sources.
  2. When teams prefer Excel over dashboards, it usually signals a deeper issue, like dashboards not meeting their needs or users needing more flexibility.
  3. Instead of trying to eliminate Excel, it's more effective to incorporate it into data strategies, allowing users to access and manipulate data in familiar ways.

📹 Video IA con Pika 1.0

Vincos Newsletter • 550 implied HN points • 20 Jan 24
🕹 Technology Software Tools
  1. Pika 1.0 is now available with tutorials for creating videos from text, animating images, and editing videos.
  2. Zuckerberg aims to develop AGI and make it open-source, with powerful infrastructure equivalent to 600,000 NVIDIA H100 GPUs.
  3. CES showcased products enhanced with AI, such as Walmart's AI for grocery shopping and Samsung's Galaxy S24 Ultra with new AI capabilities.

The GitHub Markdown feature you MUST know!

The Open Source Expert • 59 implied HN points • 03 Jul 24
🕹 Technology Software Tools
  1. Using Alerts in GitHub Markdown helps highlight important information, making it easier for readers to notice. There are different types of alerts like notes, tips, and warnings that you can use.
  2. To create an Alert, you simply need to use specific Markdown code, starting each line with a '>' symbol. This format makes your content stand out more effectively.
  3. It's important not to overuse Alerts, or they might lose their impact. Use them sparingly to ensure readers pay attention to the key points.

Mini Exasperation #5

Exasperated Infrastructures • 14 implied HN points • 07 Feb 26
🪑 Design Software Tools
  1. Space Syntax is a science‑based, human‑focused method for linking spatial layout to social, economic, and environmental outcomes, and Depthmap is the open‑source software used to run those analyses.
  2. Its key metrics are "choice," which predicts which street segments travelers are likely to use for trips of set distances, and "integration," which measures how connected intersections are across the network.
  3. Space Syntax is not an agent‑based model and doesn’t simulate individual behavior or real‑world attributes, so it requires careful data cleaning and must be interpreted alongside GIS, observed data, and knowledge of network limitations.

agent.bio

LatchBio • 63 implied HN points • 09 Dec 25
🔬 Science Software Tools
  1. An interactive sandbox hosts natural-language agents tailored to five major spatial biology platforms (Takara Seeker, Vizgen MERFISH, AtlasXOmics DBiT-seq, 10X Xenium, and 10X Visium) so scientists can run end-to-end spatial analyses.
  2. Agents operate in two modes—"proactive" for automated runs and "step-by-step" for frequent check-ins—and users should prefer step-by-step for important work because the sandboxes were built for specific datasets and may not generalize perfectly.
  3. Video demos show these agents can ingest raw outputs, run QC, clustering, differential tests, and annotate spatial features across diverse biological problems, and the roadmap focuses on benchmarks, purpose-built infrastructure, and tech-specific heuristics to make agents reliable for scientific decisions.

Open Source Data Engineering Landscape 2024

Practical Data Engineering Substack • 299 implied HN points • 28 Jan 24
🕹 Technology Software Tools
  1. The open-source data engineering landscape is growing fast, with many new tools and frameworks emerging. Staying updated on these tools is important for data engineers to pick the best options for their needs.
  2. There are different categories of open-source tools like storage systems, data integration, and workflow management. Each category has established players and new contenders, helping businesses solve specific data challenges.
  3. Emerging trends include decoupling storage and compute resources and the rise of unified data lakehouse layers. These advancements make data storage and processing more efficient and flexible.

LangSmith, LangGraph Cloud & LangGraph Studio

Cobus Greyling on LLMs, NLU, NLP, chatbots & voicebots • 39 implied HN points • 15 Jul 24
🕹 Technology Software Tools
  1. There's a shift in generative AI, moving away from just powerful models to more practical user applications. This includes a focus on using data better with tools that help manage these models.
  2. New tools like LangSmith and LangGraph are designed to help developers visualize and manage their AI applications easily. They allow users to see how their AI works and make changes without needing to code everything from scratch.
  3. We are now seeing a trend towards no-code solutions that make it easier for anyone to create and manage AI applications. This approach is making technology more accessible to people, regardless of their coding skills.

Lean Data Engineering with Dagster and DuckDB

The Data Jargon Newsletter • 158 implied HN points • 05 Mar 24
🕹 Technology Software Tools
  1. Data lakes can be convenient but often lead to problems when trying to manage the data effectively. Keeping things simple with familiar tools can help make the data more useful.
  2. Using Dagster and DuckDB allows you to process data efficiently without complicated setups. You can do key tasks like aggregation and data cleaning right in your data flow.
  3. It's important to consider memory limits and choose the right file formats, like Parquet, for better processing. This way, you can keep your data pipeline running smoothly and avoid needless costs.

Effective Data Governance Can Only Exist Within Data Orchestration

The Orchestra Data Leadership Newsletter • 99 implied HN points • 07 Feb 24
🕹 Technology Software Tools
  1. Effective data governance requires incorporating preventive measures within data orchestration layers.
  2. Current data governance tools predominantly offer post-action analytics rather than proactive preventive measures.
  3. By integrating role-based access control and monitoring in the orchestration layer, organizations can shift to a more proactive data governance approach.

Microservices vs. Monolithic Approaches in Data

The Orchestra Data Leadership Newsletter • 79 implied HN points • 17 Feb 24
🕹 Technology Software Tools
  1. The choice between microservices and monolithic architectures in data impacts the tools and solutions you choose.
  2. Microservices allow for distributed infrastructure, specialization, and easier scaling in data architecture.
  3. Assumptions about high interoperability, governance, and acceptable data egress and storage costs are key considerations when opting for a microservices approach.

Tell GPT It Can Scrape My -

Permit.io’s Substack • 3 HN points • 09 Aug 24
🕹 Technology Software Tools
  1. Many creators are worried about how AIs use their work without permission. This can lead to sharing sensitive data and violating privacy laws.
  2. It's important to identify and rank who is accessing application data, including distinguishing between human users and automated bots.
  3. Users should have control over their own data. They need easy ways to set permissions for who can access their content and under what conditions.

Writing With Your Second Brain

Adjacent Possible • 174 implied HN points • 23 Feb 24
🕹 Technology Software Tools
  1. Deep dive conversations about craft in writing and research are now more accessible through platforms like podcasts and YouTube.
  2. Software tools like NotebookLM and techniques shared by authors like Tiago Forte can revolutionize the way we organize research material and notes.
  3. Integration of tools like ReadWise's 'Export to Docs' feature can enhance the ability to work with research material and create a 'second brain' for storing important ideas.

Console #194 -- An Interview with Geoff of OSMnx - Python for Street Networks

Console • 177 implied HN points • 28 Jan 24
🕹 Technology Software Tools
  1. OSMnx is a Python package for downloading, modeling, analyzing, and visualizing street networks and geospatial features from OpenStreetMap.
  2. OSMnx simplifies the process of converting raw OpenStreetMap data into graph-theoretic models for network analytics.
  3. Python was chosen for OSMnx due to its rich geospatial and network science ecosystems, familiarity among urban planners and geographers, and low barrier to entry.

I don’t know anyone using InVision Studio, and that’s too bad

Better After a Nap • 19 implied HN points • 11 Jan 24
🕹 Technology Software Tools
  1. An MVP needs to offer a key differentiator or a promise of one soon to make an impact in a competitive market.
  2. Meet the specific needs of your core user base swiftly and effectively to stay ahead of the competition.
  3. Maintain a laser focus on your core business, listen to user feedback, and avoid overhyping your product to build trust and loyalty.

Scaling up Quantum to 100 Million

More Than Moore • 140 implied HN points • 05 Dec 23
🕹 Technology Software Tools
  1. Quantum computing aims to disrupt areas like chemistry, optimization, and machine learning.
  2. Key to the usefulness of quantum computers are qubit stability and error mitigation techniques.
  3. The future of quantum computing involves scaling up both qubits and gates, with IBM showcasing a roadmap to achieve 100 million gates by 2029.

AI Roundup 096: Happy Shipmas

Artificial Ignorance • 42 implied HN points • 06 Dec 24
🕹 Technology Software Tools
  1. DeepMind released Genie 2, an AI that can create interactive 3D worlds from text and images. This shows how AI is evolving to understand complex concepts like physics and causality.
  2. OpenAI is launching new features through its '12 Days of Shipmas,' including a premium subscription for ChatGPT Pro that offers users unlimited access to powerful models. This could bring added perks for subscribers soon.
  3. There is growing concern among companies about the influence of Elon Musk and new political dynamics in the business landscape, particularly how it might impact competition and regulations in the AI industry.

"Ctrl+Z for CEO

aidaily • 19 implied HN points • 30 Nov 23
🕹 Technology Software Tools
  1. OpenAI's CEO faced controversy but returned, highlighting the tech industry's focus on growth.
  2. Innovation in AI can happen unexpectedly, like a self-operating computer developed during late-night baby duty.
  3. AI impacts social interactions and work dynamics, potentially reducing loneliness and changing the workweek to focus more on creativity.

This once hot data trend from a few months ago got resuscitated by our industry’s data sweetheart

The Orchestra Data Leadership Newsletter • 19 implied HN points • 27 Oct 23
🕹 Technology Software Tools
  1. Data Mesh is a decentralized approach to enterprise data management, focusing on distributed datasets and data ownership within domains.
  2. DBT Mesh is a set of features that allow multiple teams to work on dbt projects with less friction, enabling separate repositories and orchestration capabilities.
  3. Having separate dbt jobs run across projects on a schedule is limited, requiring external workflow orchestration tools for more flexibility.

Microsoft X AI - A Match Made in Tech Heaven

aidaily • 19 implied HN points • 25 May 23
🕹 Technology Software Tools
  1. Microsoft and AI are teaming up to redefine Windows 11 with groundbreaking features like Windows Copilot and Dev Home.
  2. AI-powered automation is enhancing work-life by taking over mundane tasks, giving employees more time for fulfilling work.
  3. AI is revolutionizing healthcare by improving patient care through analyzing medical records, robotic surgeries, and more.

Any Cables Monthly #12

AnyCable Broadcasts • 19 implied HN points • 04 Aug 23
🕹 Technology Software Tools
  1. AnyCable released version 1.4 with new real-time features for all app sizes
  2. Rails World conference in Amsterdam will feature Hotwire-related talks and insights into profit-making with open source projects
  3. Turbo and Rails 7.1 introduce new functionalities like Cache API and improved test helpers

We need to talk about Excel

davidj.substack • 95 implied HN points • 10 May 23
🕹 Technology Software Tools
  1. Excel is still widely used in the data space for its ease of use and versatility
  2. Data teams aim to reduce Excel use due to limitations such as scalability and version control issues
  3. New tools like Count and Equals are emerging to address Excel limitations and improve collaboration in data analysis

New unified reasoning and intuitive language model, Video Ads Foundation Models, Agent Leaderboard, 1.6B open-source expressive TTS, Mobile App development in Replit and Bolt, and more

AI Brews • 12 implied HN points • 14 Feb 25
🕹 Technology Software Tools
  1. A new language model called DeepHermes-3 combines reasoning and regular responses to give better answers. It can switch between detailed thinking and simpler replies.
  2. Google's AlphaGeometry2 has improved and now performs even better than gold medalists in math competitions. This shows how powerful AI can be in solving complex problems.
  3. Replit and Bolt have launched tools for building mobile apps easily, making it simpler for developers to create iOS and Android applications directly from their platform.

Let's stop keeping Pantone relevant. Adobe can disappear along with it.

The 21st Century Proletarian • 19 implied HN points • 04 Nov 22
🪑 Design Software Tools
  1. Question the necessity of traditional industry standards like Pantone and Adobe in the digital age. Consider alternatives and challenge the status quo.
  2. Empower individuals to create their own color systems and liberate design from corporate influence. Encourage innovation and free access to color.
  3. Advocate for a design revolution by rejecting outdated, overpriced software, and working towards a more inclusive and progressive design community.

Nibble #17

The Nibble • 9 implied HN points • 23 Jul 23
🕹 Technology Software Tools
  1. Meta and Microsoft expanding AI partnership with Azure for AI deployment and fine-tuning
  2. OpenAI releases Custom instructions for ChatGPT to consider preferences when generating responses
  3. GitHub launching a Certification Program for proficiency with their tools

Browserbase

Why Now • 2 implied HN points • 02 Dec 24
🕹 Technology Software Tools
  1. Web scraping is a way to extract data from websites, but it can be tricky because modern sites often use JavaScript to load content dynamically. This means simple methods may not work.
  2. Browser automation tools like Selenium helped control web browsers programmatically, but they can be complicated and fragile. New solutions like Browserbase are emerging to simplify the process.
  3. Browserbase allows developers to easily create applications that interact with websites using natural language commands. This makes it easier to extract data and automate web tasks without hassle.

How I manage information

Perambulations • 3 implied HN points • 06 Feb 24
🕹 Technology Software Tools
  1. Managing knowledge and information is important for staying organized and productive.
  2. Separating the tasks of finding and reading articles can improve focus and efficiency.
  3. Using parsimonious and opinionated tools for knowledge management can help maintain focus and avoid overwhelm.

Data Science Weekly - Issue 159

Data Science Weekly Newsletter • 19 implied HN points • 08 Dec 16
🕹 Technology Software Tools
  1. Deep learning made significant progress in 2016, impacting the field of machine learning greatly. Many organizations are focusing on ensuring that these new technologies are used positively.
  2. There are fun experiments exploring how neural networks can predict handwriting strokes. This shows the creative side of using AI in everyday tasks.
  3. Understanding data's role in infrastructure can highlight where big investments are needed. Maps illustrating America's infrastructure can prepare us for large-scale projects.

#OpenSourceDiscovery 82: Plane

#OpenSourceDiscovery • 0 implied HN points • 01 Oct 23
🕹 Technology Software Tools
  1. Plane is an open-source software development tool for managing issues, sprints, and product roadmaps
  2. Plane has a familiar interface for those who know Linear and offers pleasing analytics
  3. Plane has some drawbacks like instability, licensing inconsistencies, and technology stack issues

Style PowerShell 5

Barn Lab • 0 implied HN points • 12 Jan 24
🕹 Technology Software Tools
  1. PowerShell 7 is an updated version that runs alongside PowerShell 5, requiring configuration changes to make it default.
  2. Customize PowerShell by changing the font to add symbols and icons for a unique look.
  3. Create a startup script for PowerShell 5 by making a Microsoft.PowerShell_profile.ps1 file to add personalized ASCII banners and prompts.