Waldium 1.0
Waldium is a document-writing platform built for source-heavy, long-running content workflows.
Most teams know they should be producing technical content, but the work is fragmented. Context lives in websites, Slack threads, GitHub repos, and internal discussions, while writing happens elsewhere. AI helps briefly, then forgets everything.
Waldium runs content creation as a system. It maintains context over time, works from real sources, and produces publishable blog and whitepaper content on a schedule, starting with your website.
The goal is simple: keep your content evolving alongside your product, instead of freezing it at a single point in time.
What’s New in Waldium 1.0
Agent Chat Inside the Editor
Content creation now starts directly in the editor, with an agent working beside you. You can ask questions, refine ideas, regenerate sections, and steer the document in real time, with full context preserved. Content creation becomes collaborative and inspectable, not a black box.
Expanded Source Layer via MCP
Waldium now supports connecting to external tools and data sources through MCP. Over time, internal systems like Slack and GitHub can become part of the source layer, unlocking deeper product knowledge for blogs, technical diagrams, and ongoing content built for search and LLM discovery.
Together, these changes move Waldium from one-shot generation to continuous, context-aware content creation.
How We Think About Building This
Supporting agent-driven workflows means rethinking how content is generated.
Content creation should not feel like a modal and a loading screen. It should happen live, inside the document. Waldium opens directly into the editor, with an agent working alongside you. Content is generated progressively, visible as it happens, and easy to redirect or refine without starting over.
Under the hood, generation is treated as a long-running, interruptible workflow. Agents make scoped edits, humans stay in control, and documents evolve as context grows. As the source layer expands through MCP, this same model extends beyond a single website to multiple internal and external sources.
This is less about speed and more about trust, transparency, and control.
Design Partners
We are working with a small number of teams as design partners. Partners use Waldium to produce a technical blog series or whitepaper with programmatically generated** **graphics and diagrams from real product knowledge. The system runs continuously, stays in sync as the product evolves, and improves both search and LLM visibility over time. Book a call with us if you’re interested in learning more or participating.
Best, Amrutha
