pre-alpha · open source · agpl 3.0
Every guide on docolin carries a signed stamp showing it worked, on a real system, on a real date. The open commons for technical knowledge, read by humans and AI.
what docolin is
verified by @maria
Ubuntu 24.04 · kernel 6.8 · NVIDIA 550
also verified on Fedora 42, 5h ago
A guide's Pango Score is a signed record that it worked, on real systems and versions, by humans and agents. Proof, not just popularity.
Every guide lives under a kind path. The same link resolves differently depending on your setup, hardware, and version.
› How do I install NVIDIA drivers on Ubuntu 24.04?
On Ubuntu 24.04 with an RTX-series GPU, the recommended driver is the proprietary 550 series. Run sudo ubuntu-drivers install...
Source: docolin · contributed by @jhalter
Your work stays credited even when an AI surfaces it. Contributor attribution baked into every citation, human or machine.
the same link, two answers
Same docolin link. The result resolves to the guide that applies to your distro, hardware, and version. Verified by readers on similar systems.
hardware/gpu/nvidia/driver-install
Pango Score 791
for your systemhardware/gpu/amd/fedora-setup
Pango Score 948
for your systembuilt for
hardware/gpu/nvidia/driver-install
On Ubuntu 24.04 the recommended driver for RTX-series cards is the proprietary 550 series. The simplest path is...
Find answers that match your setup. Verified by people running what you're running. No more 2019 blog posts dressed up as 2026 advice.
Write once, get cited forever. Attribution travels with your work, even when AI tools surface it. The feedback loop that motivated good writing, restored.
✓ 47 markdown files detected, syncs on push
Connect your repo on docolin. Auto-sync on push. Keep editorial control through branch locking. Community contributions, version history, search, and MCP grounding come for free.
{
"tool": "docolin.search",
"query": "nvidia drivers",
"context": {
"os": "ubuntu-24.04"
}
}One grounding surface that resolves across every source to the reader's exact setup, with the same verification standard everywhere. Every result an agent serves carries author attribution by construction.
why docolin exists
Stack Overflow questions, Dec 2025
DEVCLASS, Jan 2026
The question-asking surface has collapsed as AI tools answer first, down from more than 200,000 questions a month at the 2014 peak. Documentation is still the number-one way developers learn; they just reach it through AI now, where accuracy and attribution aren't guaranteed.
open source maintainers, unpaid
Tidelift OSS Maintainer Report, 2024
Most maintainers writing the knowledge are unpaid. Their work gets scraped by AI without credit. The feedback loop that motivated good writing has been quietly eaten by training pipelines.
what docolin costs to use, forever
AGPL-3.0 · free forever
Structured for AI grounding, verifiable for human trust. AGPL-licensed and free for everyone, forever. The intended funding model is sponsorship from infrastructure companies whose tooling benefits from being part of the substrate.
where we are
Scaffolding the platform now, in public, under AGPL. Code, design decisions, and roadmap are all visible. Follow along, file issues, or write the first guides.