funding_articleMay 20, 2026Confidence: high
Mendral | Y Combinator
Winter 2026 batch; AI DevOps engineer for CI/CD—ex-Docker founders Sam Alba and Andrea Luzzardi.
Affected score: yesObserved: May 20, 2026Round: Pre-Seed
raisedpre-seed
M
Mendral
Pre-SeedMarket data is refreshed once per day from public sources. Information may be incomplete or outdated — verify independently before making decisions. This is not investment advice.
Beta
DealFlow OS uses public web data and automated enrichment. Research may be incomplete, outdated, or incorrect. Verify important information before making investment or outreach decisions.
Investor read
Evidence-bound summary — expand sections for movement, risks, and signals.
Memo snapshot · May 20, 2026, 6:15 PM
Beta
DealFlow OS uses public web data and automated enrichment. Research may be incomplete, outdated, or incorrect. Verify important information before making investment or outreach decisions.
What they do
Mendral | The AI DevOps Engineer Three always-on agents for security, reliability, and performance.
Funding
Raised $500K across 1 funding round. Latest: $500K Pre-seed (Jan 2026). Investors: Y Combinator. (High).
Quick read
- •Mendral | The AI DevOps Engineer Three always-on agents for security, reliability, and performance.
- •Reported angle: Same LLM, Different Agent: What Changes When You Specialize for CI
- •Indexed activity snapshot: 1 funding‑related row(s), 0 hiring‑related, 0 GitHub‑tagged, 7 product/news‑style — scoring reflects corpus coverage only.
Stage
Seed (YC)
Evidence summary
Verified facts
- •Mendral | The AI DevOps Engineer Three always-on agents for security, reliability, and performance.
- •Reported angle: Same LLM, Different Agent: What Changes When You Specialize for CI
- •Indexed activity snapshot: 1 funding‑related row(s), 0 hiring‑related, 0 GitHub‑tagged, 7 product/news‑style — scoring reflects corpus coverage only.
Recent movers
- •May 11, 2026 · Blog / news — Same LLM, Different Agent: What Changes When You Specialize for CI
- •May 11, 2026 · Blog / news — LLMs Are Good at SQL. We Gave Ours Terabytes of CI Logs.
- •May 11, 2026 · Blog / news — How We Know If Our Agent Is Right
+5 more in Recent movement below
- •May 11, 2026 · Blog / news — Same LLM, Different Agent: What Changes When You Specialize for CI
- •May 11, 2026 · Blog / news — LLMs Are Good at SQL. We Gave Ours Terabytes of CI Logs.
- •May 11, 2026 · Blog / news — How We Know If Our Agent Is Right
- •May 11, 2026 · Blog / news — We Upgraded to a Frontier Model and Our Costs Went Down
- •May 11, 2026 · Blog / news — What CI Actually Looks Like at a 100-Person Team
- •May 11, 2026 · Blog / news — The Agent Harness Belongs Outside the Sandbox
- •May 20, 2026 · ycombinator.com — Mendral | Y Combinator
- •May 20, 2026 · mendral.com — How We Built Our AI Agent | Mendral
- •Y Combinator
Funding
Raised $500K across 1 funding round. Latest: $500K Pre-seed (Jan 2026). Investors: Y Combinator. (High).
Hiring
No hiring/careers evidence indexed (Low).
GitHub
No GitHub‑linked evidence indexed (Low).
Product / news
7 product/news‑styled row(s); headline risk without filings (High).
Traffic / social
No traffic/social evidence indexed (Low).
Funding & hiring signals
Open roles (indexed)
- Founding DevRelLinkedIn / Indeed
- Founding EngineerLinkedIn / Indeed
Failed or blocked links
- public_page:_pressnot_foundLast checked Mon, May 11, 04:46 AM
HTTP 404
- public_page:_newsnot_foundLast checked Mon, May 11, 04:46 AM
HTTP 404
- public_page:_jobsnot_foundLast checked Mon, May 11, 04:46 AM
HTTP 404
- public_page:_companynot_foundLast checked Mon, May 11, 04:46 AM
HTTP 404
- githubpartial_rate_limitedLast checked Thu, May 7, 01:25 AM
API rate limit exceeded for user ID 111605341. If you reach out to GitHub Support for help, please include the request ID D43F:29B1BE:E88891:37CA35E:69FBE9FD and timestamp 2026-05-07 01:25:17 UTC. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service)
DealFlow growth score
42.0Limited recent public signal
7D-39%
30D+9%
High Confidence
The score is an algorithmic estimate based on observed public company-level signals. It may be incomplete, stale, or inaccurate and is not investment, legal, tax, or business advice.
Source health
- public_market_enrichmentokLast checked Mon, May 11, 04:46 AM
- public_page:_careersokLast checked Mon, May 11, 04:46 AM
- public_page:_blog_same-llm-different-agentokLast checked Mon, May 11, 04:46 AM
- public_page:_blog_llms-are-good-at-sqlokLast checked Mon, May 11, 04:46 AM
- public_page:_blog_how-we-know-if-our-agent-is-rightokLast checked Mon, May 11, 04:46 AM
- public_page:_blog_how-we-built-our-ai-agentokLast checked Mon, May 11, 04:46 AM
- public_page:_blog_frontier-model-lower-costsokLast checked Mon, May 11, 04:46 AM
- public_page:_blog_ci-at-scaleokLast checked Mon, May 11, 04:46 AM
- public_page:_blog_agent-harness-belongs-outside-sandboxokLast checked Mon, May 11, 04:46 AM
- public_page:_blogokLast checked Mon, May 11, 04:46 AM
- public_page:_aboutokLast checked Mon, May 11, 04:46 AM
- public_page:_okLast checked Mon, May 11, 04:46 AM
- public_page:homeokLast checked Mon, May 11, 04:46 AM
DealFlow score momentum
427D -3930D +9
100500
More runs will build history.
The score is an algorithmic estimate based on observed public company-level signals. It may be incomplete, stale, or inaccurate and is not investment, legal, tax, or business advice.
Signal breakdown
Latest momentum signal per category. Expand a card to inspect raw payloads.
Public source summary
- Total evidence rows
- 9
- Latest evidence
- Wed, May 20, 06:15 PM
Source types found
blogcompany_sitefunding_articlepress
Strongest / recent news-style rows
Mendral | Y Combinator
Wed, May 20, 06:15 PM · confidence 88%high quality
https://www.ycombinator.com/companies/mendralHow We Built Our AI Agent | Mendral
Wed, May 20, 06:15 PM · confidence 85%high quality
https://www.mendral.com/blog/how-we-built-our-ai-agent
Public signal timeline
Newest first · 9 event(s)
1
Wed, May 20, 06:15 PM · company_site · 85% · verified_publichigh quality
Source ↗Mendral | The AI DevOps Engineer
Three always-on agents for security, reliability, and performance.
2
Wed, May 20, 06:15 PM · funding_article · 88% · verified_publichigh quality
Source ↗Mendral | Y Combinator
Winter 2026 batch; AI DevOps engineer for CI/CD—ex-Docker founders Sam Alba and Andrea Luzzardi.
3
Wed, May 20, 06:15 PM · press · 85% · verified_publichigh quality
Source ↗How We Built Our AI Agent | Mendral
Engineering blog on custom CI agent vs. general coding assistants.
4
Mon, May 11, 04:46 AM · blog · 90% · publichigh quality
Source ↗Same LLM, Different Agent: What Changes When You Specialize for CI
Source: Blog / news
Same models, different tokens. What changes when you build an agent harness specialized for CI instead of general-purpose coding.
5
Mon, May 11, 04:46 AM · blog · 90% · publichigh quality
Source ↗LLMs Are Good at SQL. We Gave Ours Terabytes of CI Logs.
Source: Blog / news
We gave our AI agent a SQL interface to billions of CI log lines in ClickHouse. How we ingest, store, and query 1.5 billion log lines a week.
6
Mon, May 11, 04:46 AM · blog · 90% · publichigh quality
Source ↗How We Know If Our Agent Is Right
Source: Blog / news
36,564 investigations, no ground truth, and the eval signals we actually trust.
7
Mon, May 11, 04:46 AM · blog · 90% · publichigh quality
Source ↗We Upgraded to a Frontier Model and Our Costs Went Down
Source: Blog / news
We switched to a frontier model and our costs went down. Here's the architecture that made it possible.
8
Mon, May 11, 04:46 AM · blog · 90% · publichigh quality
Source ↗What CI Actually Looks Like at a 100-Person Team
Source: Blog / news
575K CI jobs, 1.18 billion log lines, 33 million test executions in one week. What we learned building an AI agent for PostHog's CI at scale.
9
Mon, May 11, 04:46 AM · blog · 90% · publichigh quality
Source ↗The Agent Harness Belongs Outside the Sandbox
Source: Blog / news
Two architectures for running agent harnesses, the tradeoffs between them, and how we make skills and memories work when the harness isn't local.
Official / company site
1 row(s)
company_site·Wed, May 20, 06:15 PM·Confidence 85%high qualityverified_public
Mendral | The AI DevOps Engineer
Three always-on agents for security, reliability, and performance.
https://mendral.com/News
1 row(s)
press·Wed, May 20, 06:15 PM·Confidence 85%high qualityverified_public
How We Built Our AI Agent | Mendral
Engineering blog on custom CI agent vs. general coding assistants.
https://www.mendral.com/blog/how-we-built-our-ai-agentFunding / news
1 row(s)
funding_article·Wed, May 20, 06:15 PM·Confidence 88%high qualityverified_public
Mendral | Y Combinator
Winter 2026 batch; AI DevOps engineer for CI/CD—ex-Docker founders Sam Alba and Andrea Luzzardi.
https://www.ycombinator.com/companies/mendralBlog
6 row(s)
blog·Mon, May 11, 04:46 AM·Confidence 90%high qualitypublic
Same LLM, Different Agent: What Changes When You Specialize for CI
Source name: Blog / news
Same models, different tokens. What changes when you build an agent harness specialized for CI instead of general-purpose coding.
https://www.mendral.com/blog/same-llm-different-agentblog·Mon, May 11, 04:46 AM·Confidence 90%high qualitypublic
LLMs Are Good at SQL. We Gave Ours Terabytes of CI Logs.
Source name: Blog / news
We gave our AI agent a SQL interface to billions of CI log lines in ClickHouse. How we ingest, store, and query 1.5 billion log lines a week.
https://www.mendral.com/blog/llms-are-good-at-sqlblog·Mon, May 11, 04:46 AM·Confidence 90%high qualitypublic
How We Know If Our Agent Is Right
Source name: Blog / news
36,564 investigations, no ground truth, and the eval signals we actually trust.
https://www.mendral.com/blog/how-we-know-if-our-agent-is-rightblog·Mon, May 11, 04:46 AM·Confidence 90%high qualitypublic
We Upgraded to a Frontier Model and Our Costs Went Down
Source name: Blog / news
We switched to a frontier model and our costs went down. Here's the architecture that made it possible.
https://www.mendral.com/blog/frontier-model-lower-costsblog·Mon, May 11, 04:46 AM·Confidence 90%high qualitypublic
What CI Actually Looks Like at a 100-Person Team
Source name: Blog / news
575K CI jobs, 1.18 billion log lines, 33 million test executions in one week. What we learned building an AI agent for PostHog's CI at scale.
https://www.mendral.com/blog/ci-at-scaleblog·Mon, May 11, 04:46 AM·Confidence 90%high qualitypublic
The Agent Harness Belongs Outside the Sandbox
Source name: Blog / news
Two architectures for running agent harnesses, the tradeoffs between them, and how we make skills and memories work when the harness isn't local.
https://www.mendral.com/blog/agent-harness-belongs-outside-sandboxPrivate workspace
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