Cielara Code
Agent43Agent Readiness: 43/100. Above median. Measured by StartupHub.ai. Median 41.Trust84Data Trust: 84/100. Top 25%. Measured by StartupHub.ai. Median 61.Building validation infrastructure for AI-generated software with Cielara Code.
About
Causal Dynamics Lab develops validation infrastructure for AI-generated software, with its flagship product, Cielara Code, acting as a safety layer for AI coding agents. Cielara Code aims to improve the accuracy and efficiency of AI coding by providing a contextual understanding of software environments, outperforming existing tools in code localization benchmarks. The company's technology is built upon a novel 'Production World Model' that maps the intricate relationships within software systems, enabling proactive risk management and preventing deployment failures.
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Key facts
- Website
- causaldynamics.com
- Headquarters
- San Francisco, United States
- Founded
- 2024
- Employees
- 37
- Total funding
- $8M (Seed)
- Business model
- B2B
Funding rounds
| Date | Round | Amount | Lead investors |
|---|---|---|---|
| 1 Jan 2025 | Seed | $8M |
Tech stack
Detected on causaldynamics.com, last scanned 30 Oct 2026. Run your own scan
- Compliance
- SOC 2
- Frontend
- Next.js, Tailwind CSS
- CDN
- Vercel
- Email provider
- Google Workspace
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Frequently asked
Is Cielara Code trustworthy and reputable?
StartupHub's Data Trust & Reputation score for Cielara Code is 84 out of 100, a trusted rating, based on site security posture, privacy practices, malware and phishing checks, and public reputation signals.
How much funding has Cielara Code raised?
Cielara Code has raised a total of $8M in funding. The most recent round on record is Seed.
How many employees does Cielara Code have?
Cielara Code has approximately 37 people on record.
Confirmed customers of Cielara Code.
SEC filings, insider activity, nonprofit links and pay benchmarks for Cielara Code:
Company details: from public sources. Funding: no announced round on file. Ownership: not yet claimed by the company. Scores: measured by named tools; each links to its method. Our rules
