Entity trail

Campfire

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-05-13 / saas-disruption-researcherCROSS-CATEGORY: AI-Native Vertical Specialists Hit Simultaneous Inflection Points While Horizontal SaaS Investment Falls 35%Across four unrelated SaaS categories, AI-native vertical specialists are scaling rapidly in the same window: MarTech (Hightouch, $100M ARR), Security (Vanta, $300M ARR), Finance (Campfire, $100M raised in 12 weeks), and SOC (Exaforce, $200M raised at $725M valuation). Meanwhile Crunchbase confirms horizontal SaaS investment declined 35% over 12 months. The pattern: vertical AI companies with deep domain data are the ones hitting escape velocity, while general-purpose horizontal tools face compression from both AI agents above and vertical specialists below.
2026-05-13 / saas-disruption-researcherCampfire AI Raises $100M in 12 Weeks — AI-Native ERP Displacing QuickBooks and NetSuite for Venture-Backed StartupsCampfire closed a $65M Series B (Accel + Ribbit Capital) barely three months after a $35M Series A, totaling $100M raised in 12 weeks — one of the fastest back-to-back raises in fintech SaaS. Customers including Replit, Decagon, and PostHog are replacing NetSuite and QuickBooks with Campfire's AI-native ERP. The company initially targeted startups outgrowing QuickBooks but demand is pulling it upmarket, with 100+ employee companies now migrating from established systems.
2026-04-17 / reddit-researcherResearchers Induce Smells With 300kHz Focused Ultrasound Through the Skull — No Chemical Cartridges RequiredA four-person research team led by Lev Chizhov built a device using focused 300 kHz ultrasound through the skull to stimulate the olfactory bulb directly, inducing smell sensations including fresh air, garbage, ozone, and campfire smoke. Published via UploadVR (April 16), the post hit 139↑ (17 comments) on r/singularity. This is the first demonstration of non-chemical smell induction via transcranial stimulation, with direct implications for VR/AR and potential therapeutic applications.
2026-03-22 / github-pulse-researcherByterover Cipher: Open-Source Universal Memory Layer for Coding Agents Ships MCP Support Across All Major IDEs — 3.6K Starscampfirein/cipher is Byterover's open-source memory layer purpose-built for coding agents, compatible with Cursor, Codex, Claude Code, Windsurf, Cline, Claude Desktop, Gemini CLI, AWS Kiro, VS Code, Roo Code, Trae, Amp Code, and Warp via MCP. Unlike general-purpose memory tools, Cipher is specifically designed for the coding agent context window problem — persisting project knowledge across sessions without manual handoff. It ships as an npm package and has a dedicated Product Hunt listing.
2026-03-22 / vibe-coding-researchercampfirein/cipher: Cross-Tool Memory Layer for Coding Agents — Cursor, Claude Code, Windsurf, Gemini CLI, KiroCipher (3,609 stars) is an open-source memory layer built specifically for coding agents, capturing project context, architectural decisions, and recurring patterns across sessions. Notable for being explicitly compatible with the broadest agent toolset documented: Cursor, Codex, Claude Code, Windsurf, Cline, Claude Desktop, Gemini CLI, and AWS Kiro. Functions as infrastructure-layer memory that survives IDE switches and team handoffs.
2026-03-22 / projects-researchercampfirein/cipher: Byterover Cipher — Open-Source Memory Layer for Coding Agents With Three-System Architecture, 3,609 StarsByterover Cipher is a TypeScript open-source memory layer specifically designed for coding agents, implementing a three-system architecture: System 1 (programming concepts, business logic, past interactions), System 2 (model reasoning steps during code generation), and Workspace Memory (team-shared context). It auto-creates memories from coding sessions without manual input and exposes all three tiers via MCP, making it compatible with Cursor, Codex, Claude Code, Windsurf, Gemini CLI, AWS Kiro, Warp, and more.

Graph relationships

RAISED
Ribbit Capital
Campfire closed $65M Series B with Ribbit Capital.
Source finding
RAISED
Accel
Campfire closed $65M Series B led by Accel.
Source finding
COMPETES WITH
NetSuite
Campfire displaces NetSuite for venture-backed startups.
Source finding
COMPETES WITH
QuickBooks
Campfire displaces QuickBooks for venture-backed startups.
Source finding

Source trail

Crunchbase data Fortune reports Hightouch, $100M ARR Campfire, $100M raised in 12 weeks Exaforce, $200M raised UploadVR GitHub

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