# Follow Published articles for Follow. This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles. ## Introducing pg\_clickhouse: A Postgres extension for querying ClickHouse DevFeed: [Introducing pg\_clickhouse: A Postgres extension for querying ClickHouse]() Original publisher: [Read original article]() Author: David Wheeler Published: 2025-12-10T00:00:00Z Content type: article Language: en Sources: [ClickHouse Blog]() Topics: [clickhouse](), [PostgreSQL](), [migration](), [SQL](), [Extension]() Tags: [clickhouse](), [docker](), [follow](), [migration](), [observability](), [postgres](), [real-time](), [sql]() ### AI overview The article introduces pg_clickhouse v0.1.0, an Apache 2-licensed PostgreSQL extension that transparently executes analytics queries on ClickHouse from PostgreSQL. It aims to simplify migrations by allowing existing PostgreSQL queries to run unmodified while pushing execution to ClickHouse. ### Source excerpt Today, we're pleased to release pg_clickhouse, an Apache 2-licensed PostgreSQL extension to transparently execute analytics queries on ClickHouse directly from PostgreSQL. ## Top engineering voices to follow in 2025 DevFeed: [Top engineering voices to follow in 2025]() Original publisher: [Read original article]() Author: Kate Bernacchi-Sass Published: 2025-07-18T13:00:00Z Content type: article Language: en Sources: [The incident.io Blog]() Topics: [engineering-leadership](), [Platform Engineering](), [GitHub Copilot](), [coding]() Tags: [2025](), [community](), [copilot](), [engineering](), [engineering-leadership](), [follow](), [github](), [incident](), [incident-channel](), [incident-management](), [incident-response](), [outage](), [platform-engineering](), [post-mortem](), [slack-incident](), [voices]() ### AI overview An editorial list highlights engineering voices to follow in 2025, focusing on people who share technical insights, leadership experience, organizational perspectives, practical engineering advice, and community contributions. It profiles Camille, Cassidy, and others, with topics including platform engineering, leadership growth, productivity, mental health, coding, and developer tools such as Copilot. ### Source excerpt We launched our list of Top engineering voices to follow in 2025 to spotlight those engineers who aren't just building behind the scenes, but also writing, posting, and contributing in ways that make the whole community smarter. ## Upskill your LLMs With Gradio MCP Servers DevFeed: [Upskill your LLMs With Gradio MCP Servers]() Original publisher: [Read original article]() Author: Freddy Boulton Published: 2025-07-09T00:00:00Z Content type: article Language: en Sources: [Hugging Face - Blog]() Topics: [Model Context Protocol (MCP)](), [MCP Server](), [gradio](), [LLMs](), [spaces](), [hugging face](), [flux](), [Python](), [cursor]() Tags: [artificial-intelligence](), [claude](), [cursor](), [flux](), [follow](), [gradio](), [hugging-face](), [llm](), [llms](), [mcp](), [open-source](), [python](), [spaces]() ### AI overview This article explains how Gradio applications hosted on Hugging Face Spaces can expose tools through the Model Context Protocol (MCP), allowing LLM clients such as Cursor and Claude Code to use new capabilities. It demonstrates connecting Flux.1 Kontext[dev] as an MCP server for text-guided image editing. ### Source excerpt We're on a journey to advance and democratize artificial intelligence through open source and open science. ## Open-R1: Update #1 DevFeed: [Open-R1: Update #1]() Original publisher: [Read original article]() Author: Leandro von Werra; Lewis Tunstall; Quentin Gallouédec; Guilherme Penedo; Edward Beeching; Anton Lozhkov; Brigitte Tousignant; Daniel van Strien Published: 2025-02-02T00:04:28Z Content type: article Language: en Sources: [Hugging Face - Blog]() Topics: [deepseek](), [synthetic-data](), [datasets](), [grpo](), [trl](), [Benchmark](), [vllm](), [GPU]() Tags: [benchmark](), [deepseek](), [follow](), [gpu](), [grpo](), [leaderboard](), [synthetic-data](), [trl](), [vllm]() ### AI overview This update reports early progress on the open-r1 project to reproduce the DeepSeek-R1 training pipeline and dataset. It covers matching MATH-500 evaluation results, the unusually long model responses and their GPU-memory implications, a public evaluation leaderboard, and the integration of GRPO into TRL with DeepSpeed and vLLM support. ### Source excerpt It's been two weeks since the release of DeepSeek R1 and just a week since we started the open-r1 project to replicate the missing pieces, namely the training pipeline and the synthetic data. This post summarizes: - the progress of Open-R1 to replicate the DeepSeek-R1 pipeline and dataset - what we learned about DeepSeek-R1 and discussions around it - cool projects the community has built since the release of DeepSeek-R1 It should serve both as an update on the project and as a collection of... ## Chainguard's image tagging philosophy: enabling high velocity updates (pt. 3 of 3) DevFeed: [Chainguard's image tagging philosophy: enabling high velocity updates (pt. 3 of 3)]() Original publisher: [Read original article]() Published: 2023-11-17T00:00:00Z Content type: article Language: en Sources: [Chainguard: Unchained]() Topics: [Security](), [Deployment](), [Automation](), [monorepo](), [Kubernetes](), [GitHub Actions](), [Pull Request](), [Git]() Tags: [automation](), [chainguard](), [deployment](), [digests](), [follow](), [github](), [github-actions](), [image](), [image-tagging](), [monorepo](), [pull-request](), [sbom](), [security](), [workflows](), [yaml]() ### AI overview Chainguard explains how deploying container images by digest improves security while preserving automated updates from image tags. Its digesta-bot updates digest references in source files, opens pull requests, and relies on testing and human review before production deployment. ### Source excerpt Discover the final insights in Chainguard's image tagging series, focusing on maximizing update speed and security. ## ESP Insights: Playing with Device Tags DevFeed: [ESP Insights: Playing with Device Tags]() Original publisher: [Read original article]() Author: John Lee Published: 2022-09-07T00:00:00Z Content type: tutorial Language: en Sources: [Blog on Developer Portal]() Topics: [dashboards](), [Internet of things]() Tags: [analytics](), [blog](), [devices](), [esp](), [esp-insights](), [esp32](), [espinsights](), [filter](), [follow](), [how-to](), [iot](), [observability](), [search](), [sign-in](), [sign-up]() ### AI overview This article explains how ESP Insights device tags help users categorize and search ESP devices in the ESP Insights Dashboard. It describes name-value tags, examples such as location and firmware version, tag-based filtering, and tag management. ### Source excerpt In today's world which is completely engulfed in social media, the notion of tags is not new. Most of the media publicly shared on the social network is tagged (or to be more accurate, hash-tagged) with something or the other. With that familiarity in mind, we thought of introducing the concept of tagging to the ESP devices, that should help users categorise or search their devices faster on the ESP Insights Dashboard. ## Presenting the Advantages of ESP32-S3-BOX, Espressif's AI Voice Development Kit DevFeed: [Presenting the Advantages of ESP32-S3-BOX, Espressif's AI Voice Development Kit]() Original publisher: [Read original article]() Author: John Lee Published: 2021-11-22T00:00:00Z Content type: article Language: en Sources: [Blog on Developer Portal]() Topics: [ESP32-S3](), [ESP32](), [Espressif](), [Internet of things](), [Bluetooth](), [Wi-Fi](), [Artificial Intelligence](), [SOC]() Tags: [ai-voice-assistant](), [aiot](), [applications](), [blog](), [bluetooth](), [development-kit](), [esp32](), [esp32-s3](), [espressif](), [follow](), [hmi](), [iot](), [jtag](), [offline](), [sign-in](), [sign-up](), [soc](), [speakers](), [usb](), [voice](), [wi-fi]() ### AI overview Espressif's ESP32-S3-BOX is an AI voice development kit based on the ESP32-S3 Wi-Fi and Bluetooth 5 SoC. The article presents its hardware specifications and supported use cases, including online and offline voice assistants, AIoT devices, machine learning at the edge, and HMI applications. ### Source excerpt Espressif Systems has recently released an AI voice development kit dubbed ESP32-S3-BOX, based on ESP32-S3 Wi-Fi + Bluetooth 5 (LE) SoC. It provides a platform for developing the control of smart devices with offline and online voice assistants. ESP32-S3-BOX is ideal for developing AIoT applications with reconfigurable AI voice functions, such as smart speakers, and IoT devices that achieve human-computer voice interaction directly. ## Google Chrome will soon let you follow your favorite websites DevFeed: [Google Chrome will soon let you follow your favorite websites]() Original publisher: [Read original article]() Author: Kishan Vyas Published: 2021-05-19T13:27:37Z Content type: news Language: en Sources: [XDA - RSS]() Topics: [Google Chrome](), [Chrome Canary](), [RSS Feed](), [Android](), [Google]() Tags: [android](), [blog](), [chrome-canary](), [follow](), [google](), [google-chrome](), [google-i-o-2021](), [new-feature](), [rss](), [xda-news-brief]() ### AI overview Google Chrome is testing a Follow button in Chrome Canary for Android that lets users subscribe to websites. Updates from followed sites will appear in a Following section on the New Tab page, using RSS feeds to retrieve new content. ### Source excerpt Google Chrome for Android is experimenting with a new feature that will let you subscribe to RSS feed of your favorite websites.