rubriclabs.com valid
Rubric Labs
Rubric Labs is an AI engineering agency. We build AI agents, products, and models for companies, and ship them to production with your team.
For agents: AI engineering agency that builds AI agents, products and models for companies. Offers blog, brand assets, careers and a contact form to request a project.
ai agentsai engineering agencycustom ai productsai modelsai consulting
- Authority
- 50 reach 0 · trust 10 · quality 25 · freshness 15
- Tier
- listed
- llms.txt
- https://rubriclabs.com/llms.txt
- llms-full.txt
- https://rubriclabs.com/llms-full.txt
- Sections
- 7
- Links
- 43
- Size
- 9617 bytes
- Registered
- 2023-05-15
- Country
- United States Hosting inference
- Hosting country
- United States Hosting inference
- Country evidence
- No published address evidence collected yet
- Categories
- AI and machine learning
- For agents
- Documentation: developer or product docs worth reading, nothing to call
- Inferred actions
- Read documentation Search content Support / contact About these labels
- Audience
- business · agents can: read docs, search content, contact support · en
- First seen
- 2026-10-25T03:13:45.397Z
- Last checked
- 2026-10-25T03:13:46.457Z
- Badge
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-25T03:13:45.405Z. Cached copy · Source on rubriclabs.com
# Rubric Labs
> Rubric Labs is an AI engineering agency. We build AI agents, products, and models for companies, and ship them to production with your team.
## Pages
- [Home](https://rubriclabs.com): Rubric Labs is an AI engineering agency. We build AI agents, products, and models for companies, and ship them to production with your team.
- [Blog](https://rubriclabs.com/blog): Field guides and essays from the engineers at Rubric Labs on building AI agents and products: how the software works and where it’s going.
- [Brand](https://rubriclabs.com/brand.md): Rubric Labs brand assets: logo files, wordmarks, color palette, and typography, with guidelines for using them in posts, decks, and integrations.
- [Careers](https://rubriclabs.com/careers): Open engineering roles at Rubric Labs, a small AI engineering agency with its own research lab. We hire rarely and look for founder-level engineers.
- [Book a call](https://rubriclabs.com/contact): Tell Rubric Labs about the AI product you want built. We read every request and reply within a day with times for a 30-minute call.
- [Lab](https://rubriclabs.com/lab): Experiments from the Rubric Labs research lab on new AI models, methods, and tools, with the method and data behind every result.
- [The Grid newsletter](https://rubriclabs.com/newsletter): Subscribe to The Grid, the Rubric Labs newsletter: what we’re learning about building AI products, sent when we publish something new.
- [Privacy](https://rubriclabs.com/privacy): Rubric Labs privacy policy: what data we collect on this site, how we use it, the analytics and third-party services involved, and how to reach us about it.
- [Team](https://rubriclabs.com/team): Meet the engineers behind Rubric Labs, an AI engineering agency with its own research lab, and see what each of us works on.
- [Work](https://rubriclabs.com/work): AI agents and products Rubric Labs built and shipped for Albertsons, E2B, Gumloop, Graphite, Cal.com, and Sligo AI, and what each one changed.
## Lab studies
- [Can a small model learn UI design from visual feedback?](https://rubriclabs.com/lab/uirl): After visual reinforcement learning, Qwen3.5-9B won 67.7% of blind model judgments against its untrained base. It won 47.9% against the base model’s best-of-four approach.
- [Does encrypted compaction use fewer tokens than text summaries?](https://rubriclabs.com/lab/luna-compaction): Encrypted compaction used 22% fewer GPT-6 Luna tokens and cost 10% less per run than text summaries.
- [Can Jev mask personal data better than an LLM?](https://rubriclabs.com/lab/pii-jev): Jev scored 78.1% mean masking F2, versus 54.6% for GPT-6 Luna and 70.3% for GLiNER. That is 1.43× Luna’s score. Jev led on three of the four sources.
- [Can Jev build structured objects without generating text?](https://rubriclabs.com/lab/structured): Jev produced structured objects 4× faster than GPT-6 Luna: 418 ms versus 1687 ms median time. It produced 100% schema-valid objects, with 95.8% exact matches. Luna re
…Related sites
Similar publisher descriptions and documentation. Similarity does not imply affiliation or equivalent capabilities.
| Domain | Title | Category | Country | Authority | llms.txt | llms-full.txt | Save |
|---|---|---|---|---|---|---|---|
| brainquest.org | BrainQuest | informational Design Ecommerce +2 | DE | 46 | ✓ | ||
| a.team | a.team | documentation AI and machine learning | US | 55 | ✓ | ||
| f22labs.com | F22 Labs | documentation Developer tools Business software +1 | US | 52 | ✓ | ||
| theagency.io | The Agency, AI Systems That Win You Customers | documentation AI and machine learning Business software +1 | DE | 46 | ✓ | ||
| tribe.ai | Tribe AI | documentation AI and machine learning | US | 52 | ✓ | ||
| theneurallab.com | Neural Lab | documentation AI and machine learning | US | 50 | ✓ | ✓ | |
| hiaiworks.com | HI AI Works | documentation AI and machine learning AI agents and MCP | FR | 46 | ✓ | ✓ | |
| ilayer.ai | Ilayer | documentation AI and machine learning | US | 51 | ✓ |
Machine-readable: GET /v1/resolve?q=rubriclabs.com · GET /v1/domain/rubriclabs.com · this page as Accept: application/json or text/markdown · MCP lookup_domain
Automatically discovered from public files. Inclusion does not imply endorsement or publisher participation.
Own or manage this website?
If you own or manage rubriclabs.com, you can update its listing and review file health, discovery activity and score history.
Manage this listing — optional
What verification unlocks
See how your site is discovered—and control what agents see.
- See your website in the map
Review your indexed topics, nearby publishers sharing headings, measured listing exposure and map snapshots in a private report for your website.
- Control what agents see
Edit your listing description, tags, public contact details and additional llms.txt paths. Publish your terms for automated access, attribution and pricing.
- Make your profile eligible for search
A valid, listed, unblocked, verified profile can appear in our publisher sitemap and become eligible for search-engine visibility. Search engines decide what to index and rank.
- Appear in our llms-full.txt
Eligible verified publishers are listed by name, with their file links and summaries, in the service overview agents can read.
Free. No account registration, backlink or payment required. Public discovery remains available without verification.
Let your coding agent verify it
If your coding agent is authorized to manage this website, paste these instructions into it.
Claim my listing on Agent Web Map for rubriclabs.com:
1. POST https://agentwebmap.com/v1/sites/rubriclabs.com/claims and keep claim_id and claim_secret private.
2. Publish the verification line "AgentWebMap verification: <token>" (token from step 1) in https://rubriclabs.com/llms.txt, or use the DNS, meta-tag or well-known method the response describes. This only verifies the listing; your website and domain remain yours.
3. POST https://agentwebmap.com/v1/sites/rubriclabs.com/verify with {"claim_id": "...", "claim_secret": "..."}.
4. Save the api_key from the answer; it manages the listing (PATCH https://agentwebmap.com/v1/sites/rubriclabs.com).
MCP equivalent: tools begin_ownership_claim, then verify_domain, at https://agentwebmap.com/mcp. Docs: https://agentwebmap.com/docs#verifyCorrections or removal requests: contact the directory.