Macadamia

Pre-SeedFunding signal

Market 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 Information may be incomplete or outdated — verify independently before making decisions.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.

Investor read

Evidence-bound summary — expand sections for movement, risks, and signals.

Memo snapshot · Jun 29, 2026, 9:56 AM

Worth a meetingEvidence-bound analyst verdict

•Funding: Latest: Pre-seed (Jan 2025). Investors: Y Combinator.
•Named backers in indexed sources: Y Combinator.
•Hiring: 3 hiring‑related row(s); role‑spam risk if mostly generic boards
•Product/news: 1 product/news‑styled row(s); headline risk without filings

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 Research may be incomplete, outdated, or incorrect.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.

TL;DR

Seed (YC)

AI agents for industrial engineering and EPC workflows.

Funding

Latest: Pre-seed (Jan 2025). Investors: Y Combinator. (High).

Financial signals

HeadcountEstimated(low)

1-10

Headcount band (inferred from open roles)

Inferred from 2 open roles on careers page; not verified FTE count.

jobs_board

Quick read

•Macadamia | AI Agents for Industrial Engineering Automate engineering and back-office processes with expert AI agents.
•Reported angle: Jobs at Macadamia | Y Combinator

Key signals

Funding

Latest: Pre-seed (Jan 2025). Investors: Y Combinator. (High).

Hiring

3 hiring‑related row(s); role‑spam risk if mostly generic boards (High).

Product / news

1 product/news‑styled row(s); headline risk without filings (High).

Evidence summary

Verified facts

•Macadamia | AI Agents for Industrial Engineering Automate engineering and back-office processes with expert AI agents.
•Reported angle: Jobs at Macadamia | Y Combinator

Inferred (corpus-only)

•Inferred: Headcount: 1-10 (Headcount band (inferred from open roles); jobs_board)

Recent movers

•Jul 2, 2026 · Jobs page — Jobs at Macadamia | Y Combinator
•May 20, 2026 · ycombinator.com — Macadamia | Y Combinator
•Jun 29, 2026 · official_site — Jobs at Macadamia | Y Combinator

+2 more in Recent movement below

•Jul 2, 2026 · Jobs page — Jobs at Macadamia | Y Combinator
•May 20, 2026 · ycombinator.com — Macadamia | Y Combinator
•Jun 29, 2026 · official_site — Jobs at Macadamia | Y Combinator
•Jun 29, 2026 · jobs_board — Founding Engineer (Full-Stack)
•Jun 29, 2026 · jobs_board — Founding GTM Lead

•Y Combinator

Suggested next steps

▸Open a founder conversation this month; validate traction claims against the indexed evidence.
▸Add to the active watchlist so new signals trigger alerts.

Funding & hiring signals

funding_articleConfidence: low

Macadamia | Y Combinator

Winter 2025 batch; AI agents for industrial engineering and EPC workflows.

Affected score: noObserved: May 20, 2026

Weak funding evidence: mention does not include a parsed raise amount/round and may refer to non-funding context.

Open roles (indexed)

No open roles indexed yet.

Public index

58Activity 98/100Strong public activity signal

7D+17 (+41.5%)

30D+17 (+41.5%)

High Confidence

The index price and activity score are algorithmic estimates based on observed public company-level signals. They may be incomplete, stale, or inaccurate and are not investment, legal, tax, or business advice.

Source health

githubok
Last checked Mon, Jun 29, 12:49 PM
hiringok
Last checked Mon, Jun 29, 12:49 PM
public_page:homeok
Last checked Mon, Jun 29, 12:49 PM
public_page:jobsok
Last checked Mon, Jun 29, 12:49 PM
public_market_enrichmentok
Last checked Mon, May 11, 04:16 AM
public_page:_jobsok
Last checked Mon, May 11, 04:16 AM
public_page:_ok
Last checked Mon, May 11, 04:16 AM

Signal timeline

14 dated public signals · newest on the right

Funding

Hiring

Code

Company

Other

Dec 10, 2024Oct 2, 2025Jul 24, 2026

Funding (1)Hiring (3)Code (5)Company (2)Other (3)

Signal breakdown

Latest momentum signal per category. Expand a card to inspect raw payloads.

Public source summary

Total evidence rows: 14
Latest evidence: Thu, Jul 2, 04:07 PM

Source types found

company_sitefunding_articlegithubhiringofficial_siteother

Strongest / recent news-style rows

Macadamia | Y Combinator
Wed, May 20, 05:47 PM · confidence 88%high quality
Macadamia
wikipedia · Mon, Jun 29, 12:49 PM · confidence 50%medium quality
Macadamia tetraphylla
wikipedia · Mon, Jun 29, 12:49 PM · confidence 50%medium quality

Public signal timeline

Newest first · 14 event(s)

Thu, Jul 2, 04:07 PM · hiring · 90% · publichigh qualityJobs at Macadamia | Y Combinator

Source: Jobs page

Jobs at Macadamia

Source ↗

Mon, Jun 29, 12:49 PM · hiring · 50% · publichigh qualityFounding GTM Lead

Source: jobs_board

Source ↗

Mon, Jun 29, 12:49 PM · hiring · 50% · publichigh qualityFounding Engineer (Full-Stack)

Source: jobs_board

Source ↗

Mon, Jun 29, 12:49 PM · official_site · 75% · publichigh qualityJobs at Macadamia | Y Combinator

Source: official_site

Jobs at Macadamia | Y Combinator Open menu About What Happens at YC? Apply YC Interview Guide FAQ People YC Blog Companies Startup Directory Founder Directory Launch YC Library Partners Resources Startup School Newsletter Requests for Startups For Investors V…

Source ↗

Mon, Jun 29, 12:49 PM · official_site · 75% · publichigh qualityMacadamia | AI Agents for Industrial Engineering Automation

Source: official_site

Macadamia | AI Agents for Industrial Engineering Automation Macadamia Features Integrations Security Careers We're hiring! Book a Demo Open menu Backed by Y Combinator Automate Industrial Engineering Automate your engineering and back-office processes, w…

Source ↗

Wed, May 20, 05:47 PM · company_site · 85% · verified_publichigh qualityMacadamia | AI Agents for Industrial Engineering

Automate engineering and back-office processes with expert AI agents.

Source ↗

Wed, May 20, 05:47 PM · funding_article · 88% · verified_publichigh qualityMacadamia | Y Combinator

Winter 2025 batch; AI agents for industrial engineering and EPC workflows.

Source ↗

Mon, Jun 29, 12:49 PM · github · 55% · publicmedium qualitymacadamia-mango

Source: npm_registry

<h1 align="center"> <span style="font-size: 32px;"> Web3-Financial-Engineering-Courses </span>

Source ↗

Mon, Jun 29, 12:49 PM · github · 55% · publicmedium qualitymacadamia-icons

Source: npm_registry

shadcn-style icon registry for Macadamia Labs — 847 icons with 6 variants based on Anron Icons

Source ↗

Mon, Jun 29, 12:49 PM · github · 55% · publicmedium qualitymacadamia-crowberry

Source: npm_registry

<h1 align="center"> <span style="font-size: 32px;"> Web3-Financial-Engineering-Courses </span>

Source ↗

Mon, Jun 29, 12:49 PM · github · 55% · publicmedium qualitymacadamia-blackberry

Source: npm_registry

<h1 align="center"> <span style="font-size: 32px;"> Web3-Financial-Engineering-Courses </span>

Source ↗

Mon, Jun 29, 12:49 PM · github · 55% · publicmedium qualitymacadamia-lemon

Source: npm_registry

<h1 align="center"> <span style="font-size: 32px;"> Web3-Financial-Engineering-Courses </span>

Source ↗

Mon, Jun 29, 12:49 PM · other · 50% · publicmedium qualityMacadamia

Source: wikipedia

Source ↗

Mon, Jun 29, 12:49 PM · other · 50% · publicmedium qualityMacadamia tetraphylla

Source: wikipedia

Source ↗

Official / company site

3 row(s)

The company's own site — the authoritative description of what they sell and to whom. Marketing-controlled, so treat claims as positioning rather than verified traction.

official_site·Mon, Jun 29, 12:49 PM·Confidence 75%high qualitypublic

Jobs at Macadamia | Y Combinator

Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.

Open source ↗

official_site·Mon, Jun 29, 12:49 PM·Confidence 75%high qualitypublic

Macadamia | AI Agents for Industrial Engineering Automation

Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.

Open source ↗

company_site·Wed, May 20, 05:47 PM·Confidence 85%high qualityverified_public

Macadamia | AI Agents for Industrial Engineering

Automate engineering and back-office processes with expert AI agents.

Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.

Open source ↗

News

2 row(s)

Third-party press coverage. Independent reporting corroborates company claims; repeated coverage across outlets is a momentum signal.

other·Mon, Jun 29, 12:49 PM·Confidence 50%medium qualitypublic

Macadamia

Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.

Open source ↗

other·Mon, Jun 29, 12:49 PM·Confidence 50%medium qualitypublic

Macadamia tetraphylla

Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.

Open source ↗

Funding / news

1 row(s)

Funding announcements and investor-database records. The strongest public signal of capitalization: round, amount, and syndicate quality when disclosed.

funding_article·Wed, May 20, 05:47 PM·Confidence 88%high qualityverified_public

Macadamia | Y Combinator

Winter 2025 batch; AI agents for industrial engineering and EPC workflows.

Why it matters: Funding signal — Pre-Seed per this source; verify against the linked original before relying on it.

Open source ↗

Hiring

3 row(s)

Open roles and careers pages. Active hiring implies runway to spend and shows where the company is investing (engineering vs GTM vs ops).

hiring·Thu, Jul 2, 04:07 PM·Confidence 90%high qualitypublic

Jobs at Macadamia | Y Combinator

Jobs at Macadamia

Why it matters: Hiring signal — open roles imply runway to spend and show where the company is investing.

Open source ↗

hiring·Mon, Jun 29, 12:49 PM·Confidence 50%high qualitypublic

Founding GTM Lead

Why it matters: Hiring signal — 2 open role(s) indexed; hiring implies runway and shows growth priorities.

Open source ↗

hiring·Mon, Jun 29, 12:49 PM·Confidence 50%high qualitypublic

Founding Engineer (Full-Stack)

Why it matters: Hiring signal — 2 open role(s) indexed; hiring implies runway and shows growth priorities.

Open source ↗

GitHub

5 row(s)

Public engineering activity. Sustained commits, releases, and stars indicate real product development and, for dev tools, developer adoption.

github·Mon, Jun 29, 12:49 PM·Confidence 55%medium qualitypublic

macadamia-mango

<h1 align="center"> <span style="font-size: 32px;"> Web3-Financial-Engineering-Courses </span>

Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.

Open source ↗

github·Mon, Jun 29, 12:49 PM·Confidence 55%medium qualitypublic

macadamia-icons

shadcn-style icon registry for Macadamia Labs — 847 icons with 6 variants based on Anron Icons

Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.

Open source ↗

github·Mon, Jun 29, 12:49 PM·Confidence 55%medium qualitypublic

macadamia-crowberry

<h1 align="center"> <span style="font-size: 32px;"> Web3-Financial-Engineering-Courses </span>

Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.

Open source ↗

github·Mon, Jun 29, 12:49 PM·Confidence 55%medium qualitypublic

macadamia-blackberry

<h1 align="center"> <span style="font-size: 32px;"> Web3-Financial-Engineering-Courses </span>

Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.

Open source ↗

github·Mon, Jun 29, 12:49 PM·Confidence 55%medium qualitypublic

macadamia-lemon

<h1 align="center"> <span style="font-size: 32px;"> Web3-Financial-Engineering-Courses </span>

Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.

Open source ↗

Private workspace

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Macadamia

Investor read

Financial signals

Quick read

Key signals

Evidence summary

Recent movers

Suggested next steps

Funding & hiring signals

Macadamia | Y Combinator

Open roles (indexed)

Source health

Signal breakdown

Hiring

Funding

Social

Product Launch

Public source summary

Public signal timeline

Official / company site

News

Funding / news

Hiring

GitHub

Private workspace