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Announcement reads
Announcement posts on Yomu, summarised newest first.
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Announcement posts
Supabase Hacktoberfest Hackathon 2021
Supabase announced its virtual open-source hackathon tied to Hacktoberfest 2021, running from October 1st to October 10th. Participants can compete individually or in teams of up to five to build a new open-source project with Supabase or contribute to designated community repositories. Submissions may use any programming language or framework but must be created during the event and made open source with a public code repository. Entries are evaluated on criteria including technical complexity, visual polish, functionality, and Supabase feature adoption across five award categories. Winners and runners-up receive limited edition Supabase swag, while participants retain full intellectual property rights over their submissions.
Summer at Hugging Face
Hugging Face released several major updates across its ecosystem, expanding its public Hub repository to over 16,000 models. Platform additions include Spaces for deploying Gradio and Streamlit demo applications, automatic TensorBoard instances, and evaluation metric tracking integrated with Papers With Code leaderboards. The Transformers library gained JAX/Flax support across more than 5,000 models, improved TensorFlow implementations, and introduced the transformers.onnx export module for model conversion. In research, the BigScience project completed large-scale training of a 13-billion-parameter English decoder model on Jean Zay, while the DeDLOC method enabled training the sahajBERT Bengali model without HPC infrastructure. Accepted conference papers detailed the Datasets library, prompt data-point equivalence, prompt-based fine-tuning heuristics, and block pruning techniques that reduced BERT size by 74 percent.
Hugging Face and Graphcore partner for IPU-optimized Transformers
Hugging Face launched its Hardware Partner Program at the 2021 AI Hardware Summit to offer device-optimized models and software integrations. As a founding member of the program, Graphcore collaborated with Hugging Face to optimize Transformer models for its Intelligence Processing Unit (IPU). Graphcore IPUs use a massively parallel MIMD architecture with on-die ultra-high bandwidth memory designed for AI workloads featuring fine-grained parallelism, low precision arithmetic, and sparsity. Through Hugging Face's open-source Optimum toolkit, developers will receive plug-and-play access to certified, hardware-optimized models across vision, speech, translation, and text generation. Graphcore's Poplar SDK integrates with PyTorch, TensorFlow, Docker, and Kubernetes, simplifying the process of porting workloads to IPU-POD datacenter compute systems.
Introducing Optimum: The Optimization Toolkit for Transformers at Scale
Running Transformer models fast and efficiently at production scale presents a significant challenge due to the complex compatibility between model architectures, acceleration techniques like quantization or sparsity, and specific silicon hardware features. Hugging Face introduced Optimum, an open-source library built to abstract hardware acceleration complexity and optimize training and inference on target devices through direct collaborations with hardware partners. Using quantization as a primary example, engineering teams often struggle with eager-mode model graph modifications, kernel compatibility checks, calibration parameter tuning, and acceptable accuracy loss trade-offs. Optimum addresses these challenges by integrating tools such as Intel Neural Compressor, which supports post-training quantization, quantization-aware training, and dynamic quantization driven by user-defined YAML configurations. Through these hardware-tailored integrations, the library aims to democratize production performance and reduce the aggregate energy consumed by machine learning workloads.
Supabase Beta August 2021
Supabase announced a thirty million dollar Series A funding round alongside multiple product updates and platform improvements during August 2021. The team opened an RFC for WALRUS, an initiative aimed at bringing Row Level Security to Postgres subscriptions via Write Ahead Log Realtime Unified Security. Auth updates included customizable SMS login messages, HCaptcha integration for passwordless authentication, and a revised email change flow that notifies both old and new addresses. Platform enhancements introduced a twelfth hosting region in Seoul, improved CSV importing for large files, and Dart reference documentation covering CRUD, Auth, and Realtime operations. Supabase reiterated an ongoing engineering focus on security, performance, and reliability to prepare the platform for production readiness across all workloads.
Notion Acquires Automate.io for Enhanced Automation & Integration | Notion
Notion announced that it is acquiring Automate.io to strengthen its strategy of connecting Notion with the other tools and systems used in everyday work. Automate.io had spent five years building connectivity and integrations for more than 200 software tools, and Notion says the acquisition will support high-quality native integrations for teams and businesses as well as features for developers building on Notion. The company plans to continue working with platform partners including Zapier and IFTTT after launching its API earlier in the year, while expanding access to workflows and integrations. The deal also makes Hyderabad, India, Notion’s fifth office and its first engineering centre outside the United States, with plans to grow a technical team there over several years.
Fly.io Is Hiring Full-Stack Developers
Fly.io is seeking early-to-mid-level full-stack developers to work on customer-facing parts of its global application-hosting product. The role sits in a CLI-first organization whose UX stack combines Rails, GraphQL, and Go, with more Elixir and Phoenix planned, while the broader platform uses Rust and Go. Candidates are not expected to be Rails or Elixir experts; the stated bar is the ability to learn unfamiliar code and produce work that holds up, including deploying an application end to end and building browser UI components. Hiring centers on untimed work-sample challenges based on the team’s actual work rather than resume screening, interview gauntlets, or gotchas. The remote full-time role offers US healthcare, flexible vacation, hardware and phone allowances, and $120k–$140k plus equity.
Supabase Beta July 2021
Supabase concluded July 2021 with its second Launch Week event, delivering daily product updates and infrastructure upgrades across its platform. Authentication features expanded to support SMS logins through Twilio, Twitch authentication, and API endpoints for generating custom email authentication links. Storage capabilities were upgraded to include media streaming, public buckets, directory uploads, and speed improvements, alongside dashboard enhancements for usage statistics and database insights. Furthermore, all newly created Supabase projects now run PostgreSQL 13.3 by default, and instances incorporate the updated PostgREST version 8.0 server to generate CRUD APIs. The release also introduced preliminary components for Supabase functions as development continues toward general availability.
Open Source Hackathon Winners
Supabase announced the winners and runners-up for its inaugural open-source hackathon after concluding deliberations across a larger-than-expected pool of entries. Top entries included Work From, an employee schedule tracking application, and Fireplace, a video streaming platform that leverages Supabase Storage to synchronize playback events across multiple viewers. Additional recognized projects encompassed Feature.so for modular application component management, Flutter Add-ons for telemetry and crash reporting, and Peckish Peach, which uses machine learning to generate recipes from input ingredients. All submitted projects remain fully open source for community inspection, contribution, and forking. Gold and silver prize winners receive custom limited-edition Supabase apparel, while every hackathon participant receives a participation prize.
The Supabase Hackathon
Following the conclusion of Launch Week II: The SQL, Supabase announced its first week-long hackathon running from July 30 to August 6, 2021. Participants can enter individually or in teams of up to five to build any open-source tool, library, or application using Supabase. The judging criteria evaluate creativity, visual appeal, technical execution, and the integration of Supabase features across five distinct prize categories. All code and design elements must be created during the event and submitted via a repository link prior to the deadline. Winning teams receive limited edition Olympic gold and silver themed shirts while retaining full ownership of their intellectual property.
Updates for Supabase Functions
Supabase has announced an Alpha release of Database Webhooks alongside dashboard management tools for native PostgreSQL Functions and Triggers. Database Webhooks act as a wrapper around PostgreSQL triggers, asynchronously emitting HTTP GET and POST requests whenever table data is inserted, updated, or deleted. The networking layer relies on a new PostgreSQL extension called pg_net, which pairs a PostgreSQL background worker queue with libcurl to handle multiple concurrent outbound requests without blocking SQL queries. Although pg_net currently processes over 300 requests per second, Supabase plans to expand capabilities to include direct triggers for AWS Lambda and Google Cloud Run before launching dedicated Supabase Functions.
Supabase Swag Store
Supabase has officially launched the Supabase Swag Store to meet ongoing community demand for branded merchandise. The company built the online storefront using Shopify to go live quickly during launch week rather than dogfooding internal systems for e-commerce. Gifting remains the primary goal of the swag program, prioritizing contributors who create content, report bugs, answer community questions, or submit pull requests. All items are designed, packed, and dispatched directly by the internal team from Singapore in limited production batches of around one hundred items per run. Due to hands-on fulfillment and ongoing international shipping disruptions, inventory is scarce, and some small-batch designs will remain permanently limited editions.
Supabase Reports and Metrics
Supabase introduced a dedicated Reports section and updated project home pages to deliver observability across hosted Postgres projects and complementary services. Because developers can run unconstrained database queries and custom workloads, monitoring both project-level service usage and underlying infrastructure metrics is essential. The new dashboard displays one month of historical data, including CPU and memory usage alongside request volumes for Database, Auth, and Storage APIs. To collect metrics across hundreds of thousands of targets without high latency, Supabase implemented a federated monitoring architecture running regional Prometheus instances that scrape local exporters and aggregate subsets into a central VictoriaMetrics instance. All project databases now also launch with the pg_stat_statements extension enabled for future query statistics.
Supabase Auth v2: Phone Auth now available
Supabase has released an update to its authentication server, a fork of Netlify's GoTrue, introducing phone-based authentication with SMS one-time passwords. Developers can now configure Twilio credentials in the Supabase Dashboard to support passwordless SMS logins or combine phone numbers with passwords for user authentication. The release also expands third-party login options by adding Twitch alongside existing integrations, bringing the total number of supported OAuth providers to ten. To assist teams needing dynamic or internationalized messaging, a new API endpoint exposed through supabase-js allows backend services using admin keys to generate confirmation, recovery, invite, and magic links directly. These features build on Supabase Auth's architecture, which stores credentials directly in PostgreSQL databases to enable granular Row Level Security policies across database tables and storage buckets.
Supabase Storage now in Beta
Supabase released Storage Beta with several functional and architectural improvements three months after its alpha launch. The storage service now supports the Content-Range HTTP header for streaming audio and video, alongside entirely public buckets configured with dashboard safeguards and standard authorization policies. Directory uploads are enabled via the File and Directory entries API, while self-hosted instances can use a new local filesystem backend rather than requiring AWS S3 configuration. To support Node.js without adding polyfills or bundling complexity, the storage server was updated to accept binary data and streams directly. Additionally, the dashboard storage explorer simulates filesystem directories using hidden placeholder files and implements list virtualization.
FYI: Phoenix drops webpack and npm for esbuild
Phoenix is replacing its use of Node, npm, and webpack with esbuild, a Go-written JavaScript bundler, in the upcoming Phoenix 1.6 release. The change responds to support burden and reliability problems: the post says npm, webpack, or brunch were involved in roughly 30% of Phoenix’s reported issues, while node-sass and npm v7 had recently broken phx.new. esbuild compiles to native code, handles common asset-pipeline tasks, and is intended to provide newcomers with a seamless setup and long-term users with more reproducible JavaScript and CSS builds. Teams doing substantial frontend JavaScript can still use customized webpack or other tooling, while esbuild remains an opt-in path for complex client-side work. Existing projects can use Phoenix 1.6, although the post notes possible zombie processes and says migration snags remain to be assessed.
Supabase Community Day
Supabase announced a series of platform upgrades and open-source contributions centered around PostgreSQL and its broader tooling ecosystem. Every new project on the platform now deploys on PostgreSQL version 13.3, accompanied by marketplace images on Digital Ocean and AWS. PostgREST version 8.0 incorporates upstreamed performance enhancements, achieving up to 50% more throughput on GET requests by adopting prepared statements for SELECT queries and decreasing log verbosity. The release eliminates downtime during schema cache reloads and replaces the pg_listen requirement with standard NOTIFY commands for dynamic in-database configuration updates. Additionally, community-led efforts introduced beta releases of Flutter and Dart client libraries alongside a dedicated Discord server for developer discussions.
Supabase is now on Postgres 13.3
New Supabase projects now run on Supabase Postgres 13.3, transitioning the database platform forward from PostgreSQL 12.0. This release introduces features such as native UUID generation with gen_random_uuid, parallel index vacuuming, incremental sorting, smaller btree indexes, and extended statistics improvements. The underlying PostgreSQL binary was built from the ground up to enable Large System Extensions on AWS Graviton2 ARM instances, optimizing locking and synchronization performance. Alongside upgrading the underlying operating system to Ubuntu 20.04 for long-term support through 2025, the team integrated fail2ban to protect direct database connections on ports 5432 and 6543 against brute-force attacks. Finally, Supabase Postgres version numbering now mirrors upstream PostgreSQL major and minor versions to make tracking installed releases easier.
Supabase Launch Week II: The SQL
Supabase scheduled Launch Week II: The SQL for the week of Monday 26 July 2021, occurring four months after its initial launch week held in March. The five-day schedule opens by spotlighting the latest developments from the community alongside core ecosystem tools including Postgres and PostgREST. Tuesday introduces Storage Reloaded, representing four months of further engineering work following the Version 1 storage release. Wednesday focuses on authentication capabilities, specifically passwordless login features that build upon existing platform support for eight distinct OAuth providers. The week concludes with platform dashboard improvements alongside announcements regarding Supabase Functions updates, a community hackathon, and the official Supabase Swag Store.
Welcome spaCy to the Hugging Face Hub
Hugging Face has integrated spaCy pipelines into the Hugging Face Hub to simplify the distribution, testing, and deployment of natural language processing models across the community. More than 60 canonical models from the spaCy 3.1 release are hosted in the spaCy organization, alongside discoverable community pipelines. Users can package and upload models directly through the command line using the spacy-huggingface-hub extension, which auto-generates required metadata and model cards. Hosted pipelines offer direct pip installation from live wheel URLs, interactive browser exploration, and production-ready HTTP endpoints through the Inference API. The platform provides immediate interactive widget support for named entity recognition components, with upcoming support planned for text classification and part-of-speech tagging pipelines.
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