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Documentation, git workflows, and developer tooling — from the Valoryx team.

ai mcp documentation future Apr 13, 2026  ·  8 min read

The Future of Docs Is AI-Native

Documentation will shift from static pages to AI-maintained systems. DocPlatform ships 26 MCP tools today that let AI agents read and write your docs.

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open-source documentation free tutorial Apr 6, 2026  ·  6 min read

Documentation for Open Source Projects

OSS maintainers need docs but can't afford paid tools. Here's how to set up free, self-hosted documentation with git sync in under 5 minutes.

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search architecture documentation Apr 2, 2026  ·  7 min read

How Documentation Search Actually Works

Most doc tools use basic keyword matching or require Elasticsearch. DocPlatform embeds Bleve for full-text search with stemming and fuzzy matching — no extra services.

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architecture golang self-hosted documentation Mar 30, 2026  ·  6 min read

Why We Ship a Single Go Binary

DocPlatform is one binary with zero dependencies. No Docker, no Postgres, no Redis. Here's the architecture behind a 30-second install.

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documentation maintenance ai git Mar 26, 2026  ·  6 min read

How to Keep Documentation Up to Date

Docs go stale because updating is disconnected from code changes. Three approaches that work: git sync, MCP-assisted review, and PR workflows.

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compliance self-hosted security documentation Mar 23, 2026  ·  6 min read

Self-Hosted Docs for Regulated Teams

When your data can't leave your infrastructure, documentation options shrink. What to look for and how self-hosted tools meet compliance needs.

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git-sync architecture documentation Mar 19, 2026  ·  6 min read

How Bidirectional Git Sync Works

Most doc tools claim git integration but break on conflicts. Here's how the Content Ledger pattern makes true bidirectional sync reliable.

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mcp ai documentation tutorial Mar 16, 2026  ·  6 min read

MCP for Documentation: A Technical Guide

How Model Context Protocol connects AI assistants to your documentation. Configure Claude Desktop, use 26 built-in tools, and automate doc maintenance.

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documentation teams internal-docs Mar 12, 2026  ·  6 min read

Internal Docs Developers Actually Read

Most internal documentation goes unread. The problem isn't lazy developers — it's painful tooling. Here's what makes internal docs actually get used.

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git documentation opinion Mar 9, 2026  ·  6 min read

Your Docs Should Be in Git. Period.

Code lives in git. Infrastructure lives in git. Why do your docs still live in a wiki? An argument for version-controlled documentation.

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documentation git docs-as-code Mar 5, 2026  ·  6 min read

Documentation as Code: A Practical Guide

What docs-as-code actually means, why it matters for engineering teams, and how to choose between static generators, wikis, and documentation platforms.

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self-hosted tutorial documentation Mar 2, 2026  ·  5 min read

Self-Host Your Docs in 5 Minutes

A step-by-step tutorial: download DocPlatform, run a single binary, create your first workspace, and publish documentation. No Docker, no database.

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comparison notion self-hosted documentation Mar 1, 2026  ·  6 min read

Self-Hosted Notion Alternative for Dev Teams

Notion is great until it isn't. For teams that need git ownership, self-hosting, or developer-native workflows, here's an honest look at your alternatives.

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self-hosted documentation comparison guide Feb 27, 2026  ·  5 min read

Self-Hosted Documentation Tools Guide (2026)

An in-depth comparison of every self-hosted documentation platform worth considering in 2026. Wiki.js, BookStack, Outline, Docusaurus, MkDocs, and Valoryx.

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comparison gitbook documentation Feb 25, 2026  ·  4 min read

GitBook vs Valoryx: Honest Comparison

A detailed, fair comparison of GitBook and Valoryx for technical documentation. Pricing, git integration, self-hosting, and where each tool shines.

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git-sync documentation architecture Feb 22, 2026  ·  5 min read

Why Git Docs Tools Break Sync

Every documentation platform claims git integration. Most of them lie. Here's what actually goes wrong — and the Content Ledger pattern that finally solves it.

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