Framework
We track 29 posts about Framework from 16 engineering blogs. Most active: Serverless, T.J. Maher, Pinterest. Latest post: Oct 7, 2026.
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Recent posts
Implementing a Modular Master-Agent Telemetry & Diagnostic Framework in Python: Prime-Sentinel Command (PSC) (opens on the source site)
Tags: python architecture oop design-patterns distributed-systems When engineering distributed monitoring agents or designing low-latency health-checking pipelines, separating centralized governance from autonomous edge execution is essential. I designed the Prime-Sentinel Command (PSC) architecture as an object-oriented master-agent pattern to coordinate edge diagnostic nodes (Sentinels) via a centralized orchestrator (Prime). Below is an architectural walkthrough and minimal reference implementation for engineers looking to build similar decoupled telemetry collectors. Many diagnostic…
Serverless Framework Is Now Built for AI Coding Agents (opens on the source site)
Serverless Framework v4.43.0 adds agentic onboarding, new agent commands, and bundled Agent Skills so AI coding agents can set up, build, and deploy services on their own. Plus the improvements shipped in v4.42.0 and v4.43.0.
Partition Finalization in Pinterest’s Next-Generation DB Ingestion Framework (opens on the source site)
Qianrui Zhang | Sr Software Engineer, Logging PlatformKanchi Masalia | Software Engineer II, Stream Processing PlatformLiang Mou | Sr Staff Software Engineer, Logging PlatformYi Pan | Principal Engineer, Agent PlatformIntroductionThis is the third post in our series on Pinterest’s next-generation database ingestion framework. Part 1 introduced the DB ingestion framework built on Kafka, Flink, Spark, and Iceberg, and Part 2 covered automated schema evolution. This post tackles another challenge in migrating downstream customers to the new ingestion framework: knowing when data is complete…
AI makes design system guardrails mandatory; this framework delivers them (opens on the source site)
AI has made implementing and enforcing design systems cheaper than ever. At the cost of speed, this falls through the cracks. But agentic development makes good design system practice non-negotiable. Implement a design system and bring consistency to an existing project.
.NET and .NET Framework September 2026 servicing releases updates (opens on the source site)
.NET ·
A recap of the latest servicing updates for .NET and .NET Framework for September 2026. The post .NET and .NET Framework September 2026 servicing releases updates appeared first on .NET Blog.
What happens when you scaffold a Playwright framework and run installed tests using bun? (opens on the source site)
We covered in the last blog post how to install bun, a new package manager. In this blog post, we will look into using bun to install a new Playwright framework. Create the Playwright FrameworkOnce I installed bun on my Windows PC and was up and running I created a new folder, "bun-create-playwright".I opened up that folder in VS Code, along with a new PowerShell terminal. In that terminal I entered:bun create playwright This activated the interactive Playwright installer that Playwright comes with. I selected I wanted it to create for me a TypeScript project, placing the tests in the default…
.NET and .NET Framework August 2026 servicing releases updates (opens on the source site)
.NET ·
A recap of the latest servicing updates for .NET and .NET Framework for August 2026. The post .NET and .NET Framework August 2026 servicing releases updates appeared first on .NET Blog.
Deploy MCP Servers on AWS Lambda with Serverless Framework v4 (opens on the source site)
Serverless Framework v4.41.0 deploys MCP servers to AWS Lambda in a few lines of YAML - a real HTTPS endpoint, response streaming, and pay-per-request pricing.
What happens when you scaffold a Playwright framework and run installed tests using bun? (opens on the source site)
We covered in the last blog post how to install bun, a new package manager. In this blog post, we will look into using bun to install a new Playwright framework. Create the Playwright Framework Once I installed bun on my Windows PC and was up and running I created a new folder, "bun-create-playwright". I opened up that folder in VS Code, along with a new PowerShell terminal. In that terminal I entered: bun create playwright This activated the interactive Playwright installer that Playwright comes with. I selected I wanted it to create for me a TypeScript project, placing the tests in the…
Crowdsourced taxonomy verification: A feedback-driven framework for refining knowledge graph relationships via online search interactions (opens on the source site)
Grab ·
Introduction The efficacy of semantic search relies on the accuracy of the underlying Knowledge Graph (KG). In high-velocity domains like on-demand food delivery or e-commerce, the catalog of entities like dishes, products, and merchants changes rapidly. Current methods for KG construction and maintenance face three critical challenges: Inaccuracy and hallucination from Large Language Models (LLMs): Automated models often infer relationships based on statistical text co-occurrence rather than semantic reality. For instance, an LLM might incorrectly classify “Pho” as a child of “Italian Noodle…
Automated Schema Evolution in Pinterest’s Next-Generation DB Ingestion Framework (opens on the source site)
Yisheng Zhou | Software Engineer IILiang Mou | Sr Staff Software EngineerGabriel Raphael Garcia Montoya | Staff Software EngineerIstvan Podor | Staff Software EngineerIntroductionIn the first post of this series, we introduced Pinterest’s next-generation CDC-based ingestion platform built on Kafka, Flink, Spark, and Iceberg. In production, upstream schemas are constantly evolving, and in a distributed CDC pipeline, schema is not just metadata — it is a cross-system contract spanning ingestion, transformation, storage, and historical backfill. A schema change that is not handled carefully can…
Building a Centralized Alerting Framework for Data Quality Monitoring and Incident Management (opens on the source site)
Before We Knew BetterAs our data platform grew, so did the number of pipelines, scheduled tasks, and data quality checks running every day.While Snowflake provided a reliable platform for storing and processing data, operational monitoring was fragmented across multiple systems. Data quality failures were often discovered only after downstream reports showed inconsistencies. Pipeline issues sometimes required engineers to manually inspect logs, query tables, and trace execution paths before identifying the root cause.The challenge wasn’t detecting failures — we already had mechanisms to…
Need a speaker at your Software Testing Meetup? How about a talk about putting together a React Native mobile testing framework? (opens on the source site)
Are any software testing Meetups looking for a speaker? I have a talk, all ready to go!After surviving the first round of layoffs last December, I scrambled to organize my research notes on building a mobile automation framework into a presentation. I managed to finish it days before I was hit by the second round of layoffs at the end of this January. So far, I have given my presentation, Building a React Mobile Automated Test Framework Using Detox + TypeScript to:TestGuild.com Automation Guild 2026 via Zoom (4/6/2026)Software Quality Group of New England ( SQGNE ) @ SCRUM.org, Burlington, MA…
Need a speaker at your Software Testing Meetup? How about a talk about putting together a React Native mobile testing framework? (opens on the source site)
Are any software testing Meetups looking for a speaker? I have a talk, all ready to go! After surviving the first round of layoffs last December, I scrambled to organize my research notes on building a mobile automation framework into a presentation. I managed to finish it days before I was hit by the second round of layoffs at the end of this January. So far, I have given my presentation, Building a React Mobile Automated Test Framework Using Detox + TypeScript to: TestGuild.com Automation Guild 2026 via Zoom (4/6/2026) Software Quality Group of New England ( SQGNE ) @ SCRUM.org, Burlington,…
SQGNE Lecture is tonight! Building a React Native Mobile Automated Test Framework with T.J. Maher (opens on the source site)
Are you in Boston? Come hear me talk about Building a a React Native Mobile Automated Test Framework in tonight's Software Quality Group of New England meeting in Burlington, MA:Registration Page: https://sqgne.org/n-May-2026.htmlSlide Deck: https://tinyurl.com/detox-demo-sqgneTaken from the Registration page:"Building a React Native Mobile Automated Test FrameworkThomas F. - T.J. - Maher, Jr."Wednesday May 20, 2025 6:30-8:00 PM - in person (free pizza!)Register Here"Check in between 6:00 and 6:30 to network"About the Presentation. . ."Writing automated tests for a React Native mobile…
SQGNE Lecture is tonight! Building a React Native Mobile Automated Test Framework with T.J. Maher (opens on the source site)
Are you in Boston? Come hear me talk about Building a a React Native Mobile Automated Test Framework in tonight's Software Quality Group of New England meeting in Burlington, MA: Registration Page: https://sqgne.org/n-May-2026.html Slide Deck: https://tinyurl.com/detox-demo-sqgne Taken from the Registration page: "Building a React Native Mobile Automated Test Framework Thomas F. - T.J. - Maher, Jr. "Wednesday May 20, 2025 6:30-8:00 PM - in person (free pizza!) Register Here "Check in between 6:00 and 6:30 to network "About the Presentation. . . "Writing automated tests for a React Native…
Building a REST API With Express Framework and MongoDB (opens on the source site)
Almost every modern web application will need a REST API for the frontend to communicate with, and in almost every scenario, that frontend is going to expect to work with JSON data. As a result, the b... The post Building a REST API With Express Framework and MongoDB appeared first on Hevo.
Gestalt Principles: Strategic Design Framework for UI/UX Leaders (opens on the source site)
Toptal ·
Gestalt principles reveal how the brain organizes visual information. When applied thoughtfully, they improve interfaces by guiding attention, reducing friction, and making interaction feel immediate.
How a Learning Project Became Our Modern Mobile Test Framework (opens on the source site)
Trivago ·
Introduction About six years ago, our mobile automation setup was showing its age. It was a small, homegrown framework that had worked “well enough” for a long time, until we tried to upgrade Java and a few core dependencies. That’s when things started breaking in ways we couldn’t reasonably patch around. The framework simply wasn’t built to move forward. Rather than trying to keep it alive with one off fixes, one of our engineers used the moment to start a learning project with Appium 1. The goal wasn’t to replace everything overnight, it was to explore whether we could build something…
Self-Hosting AI Agents on AWS with Serverless Container Framework v2 (opens on the source site)
Serverless Container Framework v2 (SCF v2) makes it easy to deploy powerful AI agents on your own AWS infrastructure—integrating seamlessly with APIs, events, and Slack. Skip the PaaS limitations and build agents that actually fit your stack.
Use any Python AI agent framework with free GitHub Models (opens on the source site)
I ❤️ when companies offer free tiers for developer services, since it gives everyone a way to learn new technologies without breaking the bank. Free tiers are especially important for students and people between jobs, where the desire to learn is high but the available cash is low. That's why I'm such a fan of GitHub Models: free, high-quality generative AI models available to anyone with a GitHub account. The available models include the latest OpenAI LLMs (like o3-mini), LLMs from the research community (like Phi and Llama), LLMs from other popular providers (like Mistral and Jamba),…
Use any Python AI agent framework with free GitHub Models (opens on the source site)
I ❤️ when companies offer free tiers for developer services, since it gives everyone a way to learn new technologies without breaking the bank. Free tiers are especially important for students and people between jobs, where the desire to learn is high but the available cash is low. That's why I'm such a fan of GitHub Models: free, high-quality generative AI models available to anyone with a GitHub account. The available models include the latest OpenAI LLMs (like o3-mini), LLMs from the research community (like Phi and Llama), LLMs from other popular providers (like Mistral and Jamba),…
Serverless Framework Now Supports AWS SAM & Cloudformation (opens on the source site)
Serverless Framework 4.2.3 now supports AWS SAM and CloudFormation templates, simplifying AWS Lambda development. Deploy SAM/CF projects seamlessly, use Serverless Variables, and streamline your workflow. Perfect for organizations seeking to consolidate serverless tools and standardize development processes.
Slash AWS Lambda Observability Costs with Serverless Framework’s Axiom Integration (opens on the source site)
Optimize AWS Lambda observability with Axiom and Serverless Framework. Save on costs compared to AWS CloudWatch while enjoying seamless logs, metrics, and traces integration. Simple setup, advanced configuration, and non-disruptive transition for efficient serverless deployments.
Aequitas Flow step-by-step: a Fair ML optimization framework (opens on the source site)
Feedzai ·
By Sérgio Jesus, Inês Silva, Pedro Saleiro, Hugo Ferreira, Pedro BizarroIn this blog post we will visit Aequitas Flow, an Open-Source framework designed to run complete and standardized experiments of Fair ML algorithms. We encourage you to try Aequitas Flow with the Google Colab Notebooks, which are available in the project’s GitHub repository.This blog post is based on the paper by Sérgio Jesus, Pedro Saleiro, Inês Silva, Beatriz M. Jorge, Rita P. Ribeiro, João Gama, Pedro Bizarro, and Rayid Ghani.Table of Contents:1. What is Aequitas Flow?- 1.1. For Practitioners selecting a model- 1.2.…
Serverless Framework V4 Generally Available (opens on the source site)
Discover the power of Serverless Framework V.4! Native TypeScript support, revamped Dev Mode, and seamless integration with HashiCorp Terraform and Vault. Enjoy faster development, enhanced security, and powerful new features like advanced AWS Lambda logging. Get started now via GitHub or npm.
Serverless Framework V4: A New Model (opens on the source site)
Serverless Framework V.4 will introduce revenue sharing w/ those extending the Framework & fees for orgs w/ $2M+ in annual revenue.
StreamBuilder: our open-source framework for powering your dashboard. (opens on the source site)
Tumblr ·
StreamBuilder: our open-source framework for powering your dashboard.Today, we’re abnormally jazzed to announce that we’re open-sourcing the custom framework we built to power your dashboard on Tumblr. We call it StreamBuilder, and we’ve been using it for many years.First things first. What is open-sourcing? Open sourcing is a decentralized software development model that encourages open collaboration. In more accessible language, it is any program whose source code is made available for use or modification as users or other developers see fit.What, then, is StreamBuilder? Well, every time…
API Star: Python 3 API Framework (opens on the source site)
For building quick APIs in Python, I have mostly depended on Flask. Recently I came across a new API framework for Python 3 named “API Star” which seemed really interesting to me for several reasons. Firstly the framework embraces modern Python features like type hints and asyncio. And then it goes ahead and uses these […] The post API Star: Python 3 API Framework appeared first on Abu Ashraf Masnun.
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This page is generated automatically from the engineering blogs we follow. Every post links to its source, where it was published. See all sources.