Developer-Style-Guides VS materialize

🔗 https://hotpot.ai

Hotpot.ai | Remote | Consulting & Part-Time | https://hotpot.ai

Hotpot.ai offers AI-powered content creation, with a speciality in images.

Experience is not required. Since we're attempting new things, intelligence, diligence, and learning capacity are what matter most.

We started exploring AI products in 2019 and are committed to the vision of augmented intelligence as AI: https://hotpot.ai/blog/ai-thoughts.

Pardon the ugly website. A massive website redesign is underway.

Hiring:

* ML vision researchers (image personalization, text-to-art image generation, background removal, image super-resolution, and more)

* ML NLP/LLM researchers (hallucination dataset and benchmark, reasoning & logic, zero-hallucination Q&A)

* Prompt writers for images and text: hotpot.ai/art-generator and hotpot.ai/sparkwriter

* Web developers (desktop and mobile versions)

* iOS developers

* Infrastructure engineers (Firebase, AWS/GCP)

* Graphic designers

* Copywriters

Culture and more details: https://hotpot.ai/jobs

Note: please reach out on Twitter for free Hotpot credits. Happy to help HN users.

The website I used: https://hotpot.ai/

ya no need to log in on hotpot.ai but the images are kind of small and cartoonish

Hotpot.ai

Hotpot.ai | Remote | Consulting & Part-Time | https://hotpot.ai

Hotpot.ai offers AI-powered content creation, with a focus on images. Experience not required -- since we're doing new things, intelligence, diligence, and learning capacity are what matter most.

We have offered AI products since 2020.

Please excuse the ugly website. A massive website redesign is underway.

Hiring areas:

* ML research and applications (image personalization, text-to-art image generation, background removal, image super-resolution, and more)

* GPT-3 prompt creation and AI writing (https://hotpot.ai/sparkwriter)

* Graphic platform (React developer)

* HTML5 canvas consultant

* Graphic designers

* Copywriters

Details: https://hotpot.ai/jobs

Note: if you want to use Hotpot free, please ask. Happy to help HN users.

It can be accessed in https://www.dndbeyond.com/monsters/3346807-behemoth-of-the-apocalypse , where I used hotpot.ai to come up with an illustration, selecting fantasy 1 for reference and 'Behemoth of the Apocalypse' as prompt.

has anyone compiled a comprehensive list of style guides from leading companies?

google has published a style guide, but it doesn't seem like facebook and netflix do.

it would be awesome to have one central list of best practices from leading tech companies.

we started one here, but it's woefully limited: https://github.com/HotpotDesign/Developer-Style-Guides

[2] https://materialize.com/

To fully leverage the data is the new oil concept, companies require a special database designed to manage vast amounts of data instantly. This need has led to different database forms, including NoSQL databases, vector databases, time-series databases, graph databases, in-memory databases, and in-memory data grids. Recent years have seen the rise of cloud-based streaming databases such as RisingWave, Materialize, DeltaStream, and TimePlus. While they each have distinct commercial and technical approaches, their overarching goal remains consistent: to offer users cloud-based streaming database services.

> Materialize no longer provide the latest code as an open-source software that you can download and try. It turned from a single binary design to cloud-only micro-service

Materialize CTO here. Just wanted to clarify that Materialize has always been source available, not OSS. Since our initial release in 2020, we've been licensed under the Business Source License (BSL), like MariaDB and CockroachDB. Under the BSL, each release does eventually transition to Apache 2.0, four years after its initial release.

Our core codebase is absolutely still publicly available on GitHub [0], and our developer guide for building and running Materialize on your own machine is still public [1].

It is true that we substantially rearchitected Materialize in 2022 to be more "cloud-native". Our new cloud offering offers horizontal scalability and fault tolerance—our two most requested features in the single-binary days. I wouldn't call the new architecture a microservices design though! There are only 2-3 services, each quite substantial, in the new architecture (loosely: a compute service, an orchestration service, and, soon, a load balancing service).

We do push folks to sign up for a free trial of our hosted cloud offering [2] these days, rather than trying to start off by running things locally, as we generally want folks' first impression of Materialize to be of the version that we support for production use cases. A all-in-one single machine Docker image does still exist, if you know where to look, but it's very much use-at-your-own-risk, and we don't recommend using it for anything serious, but it's there to support e.g. academic work that wants to evaluate Materialize's capabilities to incrementally maintain recursive SQL queries.

If folks have questions about Materialize, we've got a lively community Slack [3] where you can connect directly with our product and engineering teams.

[0]: https://github.com/MaterializeInc/materialize/tree/main

Some recent solutions to this problem include Differential Dataflow and Materialize. It would be neat if postgres adopted something similar for live-updating materialized views.

https://github.com/timelydataflow/differential-dataflow

https://materialize.com/

Materialize | Full-Time | NYC Office or Remote | https://materialize.com

Materialize is an Operational Data Warehouse: A cloud data warehouse with streaming internals, built for work that needs action on what’s happening right now. Keep the familiar SQL, keep the proven architecture of cloud warehouses but swap the decades-old batch computation model for an efficient incremental engine to get complex queries that are always up-to-date.

Materialize is the operational data warehouse built from the ground up to meet the needs of modern data products: Fresh, Correct, Scalable — all in a familiar SQL UI.

Senior/Staff Product Manager - https://grnh.se/69754ebf4us

Senior Frontend Engineer - https://grnh.se/7010bdb64us

===

Investors include Redpoint, Lightspeed and Kleiner Perkins.

Materialize | EM (Compute), Senior PM | New York, New York | https://materialize.com/

You shouldn't have to throw away the database to build with fast-changing data. Keep the familiar SQL, keep the proven architecture of cloud warehouses, but swap the decades-old batch computation model for an efficient incremental engine to get complex queries that are always up-to-date.

That is Materialize, the only true SQL streaming database built from the ground up to meet the needs of modern data products: Fresh, Correct, Scalable — all in a familiar SQL UI.

Engineering Manager, Compute - https://grnh.se/4e14099f4us

Senior Product Manager - https://grnh.se/587c36804us

VP of Marketing - https://grnh.se/9caac4b04us

How does it compare to https://materialize.com/ ?