entro314.labs
Developer Tools & Neurodivergent-Friendly Tech

entro314.labs

Building AI tools for developers and neurodivergent minds
15Graduated30In Progress4IdeationView all 49 projects →

From an email client and a writing app that adapt to your energy, to the open-source tools we built to ship them. Products, developer tools and research, each marked by how far along it is.

Software that adapts to your energy, and the open-source tools we built to ship it.

entro314@labs:~$
Where the work is going

Spotlight

Software that adapts to the energy you have today

How We Work

Our stacks, our focus, our timeframes and approach.

AI Research Focus
Exploring cutting-edge AI capabilities through rapid prototyping
AI Research Focus
Working on solutions that matter worldwide
Global Impact
Technologies we work with daily
Tech Stack
ReactTypeScriptNext.jsPython
Machine LearningNode.jsPostgreSQLAI Research
From rapid prototypes to production systems
Weekend Experiments
Building in public and sharing knowledge
Open Source Contributions
Ready to collaborate?
Get in touch
Products, Tools & Research

What We're Building

Products, open-source tools and neurodivergent-friendly software. Every project is marked ideation, in progress or graduated, so you can see what is ready to use today.

Products

Hosted platforms, from managed Postgres to an AI newsroom.

Products

CapyDB

In Progress

Managed Postgres with an isolated instance per project, preview databases, scale-to-zero and point-in-time recovery.

notdocs

In Progress

Notion-like workspace over Markdown in git: people edit in the browser, agents edit the same files through MCP and a CLI.

ErmisAI

Graduated

AI newsroom: monitors sources, clusters coverage of the same event and drafts localized stories with provenance for editors.

Developer Tools

Open-source CLIs, libraries and plugins published to npm, PyPI and crates.io.

Open Source Tools

Release Kits

Graduated

Release automation: a zero-dependency Node release CLI plus reusable pipelines for Tauri apps, Linux packages and Go CLIs.

MarkdownKit & MDD

In Progress

Markdown tooling, led by MDD: a Markdown dialect for business documents (letterheads, signatures, page breaks) that renders to HTML, DOCX and PDF.

Mnemosyne

Graduated

Read, export and query Claude Code and Codex session archives from a CLI, a read-only MCP server or a plugin.

biome-to-oxc

Graduated

Migrates a project from Biome to Oxlint and oxfmt, including ignores, overrides and scripts, and reports what didn't map.

Graduated

Released: installable from a registry or live for anyone to use.

15

In progress

Built and working, not yet generally released.

30

Ideation

Prototype or parked. The idea is being tested, not shipped.

4

Public repos

Projects whose source is public on GitHub.

22

Energy > Time

energy-system is an open spec and SDK with a conformance suite, shared by Anasa, Nami and Meltemi

15 Graduated

Released on npm, PyPI, crates.io, Homebrew or live on the web

Local-First Apps

Anasa and Meltemi keep your notes and mail on your own machine

22 Public Repos

Tools, plugins and apps with their source on GitHub

Release Kits

The shared release pipeline behind the lab's Tauri desktop apps

Oxc Toolchain

biome-to-oxc and oxc-audit move projects onto Oxlint and oxfmt
Developer Tools & Neurodivergent-Friendly Tech

Our Projects

Developer tools that solve daily friction. AI assistants that understand your project context, interfaces that adapt to different cognitive styles, and systems designed for human diversity.

AI Applications

Newsroom automation, agent-editable docs, session memory for coding agents and on-device models.

AI Applications

From newsroom automation to on-device models

ErmisAI

AI newsroom: monitors sources, clusters coverage of the same event and drafts localized stories with provenance for editors.

Graduated

notdocs

Notion-like workspace over Markdown in git: people edit in the browser, agents edit the same files through MCP and a CLI.

In Progress

Mnemosyne

Read, export and query Claude Code and Codex session archives from a CLI, a read-only MCP server or a plugin.

Graduated

Apple Intelligence for Tauri

Tauri v2 plugin that exposes Apple's on-device Foundation Models to Rust and the webview, with an AI SDK provider.

In Progress

Neurodivergent-Friendly Tech

Writing, email and an AI assistant that change what they show based on the energy you have.

Human-Centered Technology

Technology that serves human diversity

Anasa

In Progress

Local-first Markdown app for thinking and writing: wikilinks, graph, inline tasks, an AI agent and an energy dial.

Meltemi

In Progress

Local-first, keyboard-first desktop email with IMAP, JMAP, Gmail and Graph sync, OpenPGP and S/MIME, and energy-based triage.

Nami

In Progress

AI assistant that scales replies, plans and interface to the energy level you set, from Peak to Rest.

Research Impact
Neurodivergent-inclusive frameworks
Universal design patterns

Research Methodology

Human-centered AI research with real-world validation

Research Approaches

Real-World Testing

Production deployments with actual users and measurable impact

Inclusive Research

Co-design with neurodivergent developers and diverse communities

Privacy-First Design

Local AI processing and user data protection by design

Open Innovation

Open source tools and transparent research methodologies

Core Research Principles

Real-world impact over academic novelty
Human diversity as a core technical requirement
Accessibility and inclusion from day one
Open source when it benefits the community
Privacy-first approaches with local AI when possible
Co-design with neurodivergent and diverse communities

Current Focus Areas

Research and development projects exploring the intersection of AI and human-centered design

AI Code Understanding

Teaching AI to understand project context, patterns, and architecture - not just syntax highlighting

Active Project

ML

Neurodivergent UX

Interfaces that adapt to different cognitive styles, energy levels, and attention patterns

Research Phase

UX

Developer Productivity

CLI tools and workflows that eliminate daily friction for individual developers and teams

Production

DevTools

Human-AI Collaboration

Finding the balance where AI augments human creativity without replacing the creative process

Ongoing Research

AI Ethics

Graduated

Released: installable from a registry or live for anyone to use.

15

In progress

Built and working, not yet generally released.

30

Ideation

Prototype or parked. The idea is being tested, not shipped.

4

Public repos

Projects whose source is public on GitHub.

22

Real Estate Intelligence

Economic indicator analysis for pricing fairness with 30+ data sources from Eurostat/ECB

Developer Workflow Automation

Changelogs from real diffs, release automation, and portable context formats for AI assistants

Agent Memory

Mnemosyne turns Claude Code and Codex session logs into exports and an MCP server

Inclusive Design Systems

Accessibility-first component libraries with neurodivergent-friendly interaction patterns

Alternative Productivity Models

Energy-based vs time-based workflow management with AI-enhanced pattern recognition

Privacy-First AI

Local AI processing approaches for privacy-conscious developers and teams
How we build

Technical Philosophy

Real solutions, human diversity, continuous iteration. Our approach to building AI that actually works for everyone, shipping fast while maintaining quality and inclusivity.

Build Real Solutions

Move beyond demos and prototypes. Build AI systems that solve actual problems, serve real users, and generate sustainable value.

Production Systems

ErmisAI, HyperionERP and MyRoomie are live

Outside Investment

MyRoomie: €50K investment on Dragon's Den

Custom solutions and consulting

Services & Collaboration

Ready to experiment together? From individual developers to enterprise teams, we offer custom tools, AI integration consulting, and inclusive workflow design.

Custom AI Tools

Bespoke AI assistants and automation tailored to your specific workflow and codebase

Project-specific training
Custom integrations
Ongoing maintenance

Consulting & Strategy

AI integration planning, workflow optimization, and technical architecture guidance

Technical assessment
Implementation roadmap
Team training

Team Collaboration

Neurodivergent-friendly workflow design and inclusive development practices

Accessibility audits
Inclusive design
Process optimization

Open Source

Contributing to and maintaining open source tools that benefit the entire community

Build the present.
Research the future.