Structured Labs

We're the makers of the training-data layer for the agentic internet, turning every business's knowledge into stru

- by @amruthagujjar, @singhals_

[Putri Karunia @putrikarunian]

stop prompting and praying. design *together* with @claudeai.

this is me on @lunagraphHQ, designing for @waldium

[Amrutha Gujjar @amruthagujjar]

https://t.co/Z5yG9CQr51

[Amrutha Gujjar @amruthagujjar]

@elevenlabs recently raised $500M at an $11 billion valuation. Here's what we learned after adding a conversational voice feature to our AI writing tool, @waldium. The output quality jumped in a way I didn't fully expect, and not because the model got better.

[Amrutha Gujjar @amruthagujjar]

All settled into our new office. Ours pays homage to the legendary CS 002 lab at @uwcse, where 10 years ago my now cofounder and I were hacking. I guess you could say that everything (and nothing) has changed.

[Amrutha Gujjar @amruthagujjar]

People ask me why we're building Waldium. Here's what I have to say: the way people discover products is fundamentally changing. It used to be ten blue links on Google, a few review sites, and paid ads. Now it's ChatGPT responses, AI agents inside enterprise tools, recommendation engines, conversational interfaces.. an exploding number of surfaces where someone might encounter your company for the first time.

And yet every tool available to marketers is still optimized for the old world. SEO tools fight for rankings on a single, shrinking channel. AI writing tools generate generic content from generic data. CMS platforms store what you've already written but don't help you create, publish, or get discovered. The gap isn't tools, it's that no one has built the bridge between what a company actually knows and how the AI-native web discovers it.

That's what Waldium is: a CMS built for this new landscape, one that continuously researches your space, interviews your experts, curates your knowledge, and publishes content that is genuinely yours. So your company shows up everywhere that matters, not just where it used to. I wrote more about this on our blog: https://t.co/ONIKrNZxuC

[Amrutha Gujjar @amruthagujjar]

Your CMS is killing your best ideas.

Not slowly. Not subtly. Every time you have a thought worth sharing and then open your publishing tool.

Traditional CMS platforms introduce friction at every step:
→ Overwhelming UIs that make simple tasks feel complex
→ Template traps that lock you into upgrade paths
→ Linear workflows built for how people worked in 2010

[Structured Labs @waldium]

🚀 we're live on @ProductHunt!

@waldium = autonomous blog engine

AI researches topics → generates content → publishes to your custom blog → we handle hosting

content automation for fast-moving products

Upvote: https://t.co/FH38R0ZI7w

#ProductHunt

[Amrutha Gujjar @amruthagujjar]

Build a Feature with Me for @waldium! I recently started using @WisprFlow together with the @linear MCP in @cursor_ai, and PR Reviews with https://t.co/o2yQvXjAMJ. It's such a fun workflow that I recorded a short walkthrough of how we do it

- I start by speaking a command into Wispr Flow: “Create a new bulk post creation tab in my PostActions.tsx and make a Linear task for it.”

- Then, I move to Cursor to write code. I can just say "implement that task from Linear"

- I also use AI for generating PRs with GitHub CLI. “Create a PR with all unstaged changes and give it a descriptive name,” it handles everything from adding commits to linking the Linear issue. The PR shows up complete with metadata + the right branch naming.

- We also run Mesa for AI code reviews. It adds comments, rewrites descriptions, and summarizes diffs once the PR is created.

Building at the speed of thought!

[Structured Labs @waldium]

@zilvestro https://t.co/Eq0EEQtsUs

[Structured Labs @waldium]

@julianweisser https://t.co/Eq0EEQtsUs

[Structured Labs @waldium]

At #SFTechWeek, @amruthagujjar joined @dots_dev’s Future of Data Labeling panel to explore how https://t.co/zuVRojcBuV’s algorithm helps your content surface on AI tools like ChatGPT, just by treating knowledge like labeled data. https://t.co/zPEBXZK720 is data labeling at scale. Both teach machines to interpret meaning. Both reward structure, empathy, and clarity.

[Guillermo Rauch @rauchg]

To write a blog post, you must first redesign your blog

[Structured Labs @waldium]

@Aladey https://t.co/Eq0EEQtsUs

[Saleh Hindi @SalehOfTomorrow]

@pezster @waldium @amruthagujjar is the 🐐 she called me to set up the software and I became a user within 5 min of opening the email. Insane speed. Highly recommend everyone who needs content to check out Waldium

[Santiago Aparicio @saparicioi]

@pezster @waldium Credit to @amruthagujjar for an amazing white glove onboarding 🫶🏻strongly recommended

[Peter Pezaris 💻 @pezster]

just saw an amazing demo from @waldium and immediately signed up. this is a product every startup should be using. incredible force multiplier.

[Structured Labs @waldium]

@upen946 https://t.co/Eq0EEQtsUs

[Structured Labs @waldium]

AI flood threatens quality and authenticity online. Founders must differentiate real insights from cheap churn. Google's cracking down on low-value content, but the challenge is staying genuine

[Deedy @deedydas]

I've met with dozens of "slop-as-a-service" startups that are making millions of dollars using AI to create an endless stream of blogs for their customers to help them with SEO and GEO (AI SEO). They're all growing insanely fast.

The enshittification of the internet continues.

[Structured Labs @waldium]

@upen946 Automate content generating and hosting to improve AI discoverability: https://t.co/Eq0EEQtsUs

[Structured Labs @waldium]

@upen946 https://t.co/6XN7mqsfny