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brainless
dwata
Rust2020–2026
brainless / dwata

dwata

AI enabled insights from emails, calendars, contacts, files, Slack, databases, web... Fast, private and local. Launching soon!

2Distinct people
26Mentions
1Explicit recommenders
177GitHub stars
REPOSITORY AT A GLANCE

What to know before exploring

What it is

AI enabled insights from emails, calendars, contacts, files, Slack, databases, web... Fast, private and local. Launching soon!

GitHub

Where it is used

No documented product use was verified in the last source check.

What people are saying

I love this project. This is part of my long term goal for my main product [1] which is all about making databases easier to work with for everyone while abstracting away SQL.…

brainless used a recommendation phrase. One indexed comment matches. This is a phrase match, not a verdict.

No classified warning is attached to this page. Read the discussions before treating silence as approval.

Also in these discussions

No other repository is repeatedly linked in the same discussions.

This week on Hacker News

Nov 8–Nov 15 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/15/2026, 12:45:45 PM UTC.

No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.

Mentions over time

HN mentions by year26 dated mentions

Observed mentions: 2020-05-15 11:19:51 UTC to 2026-07-08 14:43:04 UTC.

0510152020-01-01 00:00:00 UTC to 2021-01-01 00:00:00 UTC (exclusive): 13 mentions; 3 submissions, 10 comments20202021-01-01 00:00:00 UTC to 2022-01-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2022-01-01 00:00:00 UTC to 2023-01-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2023-01-01 00:00:00 UTC to 2024-01-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments20232024-01-01 00:00:00 UTC to 2025-01-01 00:00:00 UTC (exclusive): 5 mentions; 0 submissions, 5 comments2025-01-01 00:00:00 UTC to 2026-01-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2026-01-01 00:00:00 UTC to 2027-01-01 00:00:00 UTC (exclusive): 8 mentions; 2 submissions, 6 comments. Incomplete calendar period.2026*

* An incomplete calendar period is marked with an outlined bar. Its count is not directly comparable with a full period.

Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.

View mention counts and date ranges
UTC ranges include their start and exclude their end. Select a period to filter the source evidence.
PeriodStart (UTC)End (exclusive, UTC)MentionsSubmissionsComments
20202020-01-01 00:00:00 UTC2021-01-01 00:00:00 UTC13310
20212021-01-01 00:00:00 UTC2022-01-01 00:00:00 UTC000
20222022-01-01 00:00:00 UTC2023-01-01 00:00:00 UTC000
20232023-01-01 00:00:00 UTC2024-01-01 00:00:00 UTC000
20242024-01-01 00:00:00 UTC2025-01-01 00:00:00 UTC505
20252025-01-01 00:00:00 UTC2026-01-01 00:00:00 UTC000
2026 (partial)2026-01-01 00:00:00 UTC2027-01-01 00:00:00 UTC826

What Hacker News says

5 sources
As a solo founder trying again (1) after many failed attempts, I can only say that my investment in Rust is paying off. A lot. I have worked with PHP in my early days (2006...), for about 6 years. I wanted to move to a language more structured. When I switched to Python I felt it was worth my investment. Working as a web developer, JavaScript was always there and I could not change that. After working with Python for 11 years, I felt if I attempt to be a founder again, I needed two things from a language - structure in developing my ideas, peace of mind to take a product to users' hands. I was OK to learn syntax, but I can not become a legendary developer with magical knowledge of some language. Refactoring the codebase is wildly different since I get so much support from the compiler/type system. And, if it compiles, it will simply not h
Read the rest
ave a class of errors. The investment is steep, really steep. I am no distinguished engineer, just another one with average talent. I have been working full-time building my product and I am preparing to launch - multiple products in the next 6-7 months, all on the same core code-base in Rust. I have never felt a language could give me this much. 1. https://github.com/brainless/dwata
In Why Rust?
I have been working full-time since early 2024 on a locally running app, where I stick to open file formats and SQLite for storage. I would like to make this "local-first" - I feel I'm already on the way. It is an open source app to download pervade data and provide fast search, offline access, automatic labels, categories, summaries, etc Starting with emails, calendars and attachments. Integrations for Slack, LinkedIn, Stripe, databases, even web crawl are coming... I plan to have real-time collaboration on top to make money (ideally with end to end encryption). I take privacy very seriously. I do not even have OAuth2 apps for Google to access your data - you have to create those yourself (there is documentation in the app). This branch has updated readme: https://github.com/brainless/dwata/tree/feature/prepare_mvp_...
In Software possession for personal use
I use RustRover/VS Code + Codeium or Zed + Supermaven and I have used Copilot before. To be honest it takes some time to get used to the flow. I have turned them off multiple times and finally the workflow has set well in my brain. Now I feel very productive with them. I work full-time for my own product (very early stage) but I am happy to share my own journey of using AI code assistants. Please feel free to check the commits: https://github.com/brainless/dwata
In LSP-AI: open-source language server serving as back end for AI code assistance

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