Notivo is a private, per-person notebook for managers. Capture feedback, commitments, and 1:1 context as it happens — from web, iOS, WhatsApp, email, ChatGPT, or Claude — then get it back later, organized by person.
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Which is more popular?
Based on our record, Todo.txt
seems to be a lot more popular than mlsql.
While we know about 46 links to Todo.txt,
we've tracked only 2 mentions of mlsql.
social mentions
46 vs 2
Task Management popularity
100% vs 0%
alternatives listed
240+ vs 1
Base details
Website, pricing, platforms and company facts side by side.
Simplicity Todo.txt uses a plain text format that is easy to read, edit, and manage with any text editor.
Portability Because it is a plain text file, it can be used across different platforms without compatibility issues.
Customizability The format is flexible, allowing users to create their own conventions for priorities, projects, and contexts.
Tool Compatibility There are numerous tools, apps, and scripts designed to work specifically with the Todo.txt format.
Longevity Plain text files are not likely to become obsolete, ensuring long-term access to your data.
Low Resource Usage Todo.txt requires minimal system resources, making it fast and efficient.
Possible disadvantages
Learning Curve New users may need time to understand how to structure their tasks effectively within the plain text format.
No Native Cloud Sync Todo.txt does not provide built-in cloud sync; users must implement their own solutions for cross-device synchronization.
Limited Built-in Features Todo.txt lacks advanced features found in specialized task management apps, such as reminders, notifications, and integrations.
Manual Management Users must manually edit and manage their tasks, which can be cumbersome compared to apps with graphical interfaces.
No Native UI There is no standalone graphical user interface; interaction is typically through text editors or command-line interfaces unless third-party apps are used.
Potential for Clutter Without a structured approach, the plain text file can become cluttered and harder to manage over time.
No features have been listed yet.
Analysis
An editorial look at what each product does well and who it suits.
Todo.txtmlsql
Overall verdict
Todo.txt is a good choice for users who prefer a minimalist and flexible approach to task management. Its plain text format ensures universality and ease of use, making it a viable option for those who prioritize simplicity and data portability.
Why this product is good
Todo.txt is a simple and open-source task management system that utilizes a plain text file format. This simplicity ensures that users are not locked into proprietary software and can easily manipulate and access their task lists using any text editor. The system's reliance on straightforward conventions for task notation allows for flexibility and customization. Additionally, it has broad platform compatibility and can be integrated with various automation scripts and external tools.
Recommended for
People who are tech-savvy and appreciate minimalism, users who dislike being tied down by proprietary software, those who want a highly customizable system, and anyone who enjoys working with plain text formats and automation.
Overall verdict
MLSQL is a solid open-source unified platform that blends SQL with machine learning, making data engineering and ML workflows accessible through a single, declarative language. It's a good choice for teams looking to streamline big data and ML pipelines without switching between multiple tools.
Why this product is good
It unifies data processing and machine learning under a single SQL-like syntax, lowering the learning curve for data teams.
Built on top of Apache Spark, it leverages a proven distributed computing engine for handling large-scale data.
Open-source and actively developed, allowing customization and community-driven improvements.
Supports the full ML lifecycle including data preprocessing, training, and deployment within one workflow.
Reduces the need to context-switch between separate ETL, analytics, and ML tools.
Recommended for
Data engineers and data scientists who prefer SQL-centric workflows
Teams working with big data on Apache Spark
Organizations wanting to unify ETL and machine learning pipelines
Companies seeking an open-source alternative to fragmented ML tooling
Analysts looking to build ML models without deep programming expertise
Todo.txt is a simple plain text file for writing tasks. Using the simple motto, “if you want to get it done, first write it down“, the free and open-source Todo.txt has simplicity at its core as it offers users a...
Recommendations tracked on public social media and blogs since March 2021.
Todo.txt46 mentionsmlsql2 mentions
A todo.txt shared by a human and AI agents: why plain text beat a SaaS board for my workflow
I maintain a fleet of small OSS projects. The cross-cutting "what do I do next" list used to live in my head, then in a SaaS board, then nowhere useful. What finally stuck is embarrassingly low-tech: a single todo.txt in todo.txt format,...
- Source: dev.to
/
3 months ago
Ask HN: Who Uses a Todo.txt?
I've gone full circle at least two or three times in my life when it comes to todo apps. Where I end up every time I tried all apps and processes is a todo.txt file, based on the http://todotxt.org file format. Now AI agents happily...
- Source: Hacker News
/
6 months ago
A comprehensive Sublime Text plugin for managing todo.txt files
I built this plugin because I'm a huge fan of todo.txt files. Just plain text, no databases, no complex formats, no vendor lock-in. And pairing that simplicity with Sublime Text's blazing speed helps me tremendously with keeping my ADHD...
- Source: Hacker News
/
12 months ago
Download the files from Docker Container and locally edit them
I am working on a project that requires me to take user input (as English) and return SQL queries. We will eventually be working with multiple datasets, which is why the valuenet over at https://github.com/paulfitz/mlsql ended up being...
Source:
over 4 years ago
EssentialPIM is a free Personal Information Manager that keeps up with the times and lets you manage appointments, tasks, notes, contacts, password entries and email messages across multiple devices and cloud applications.
