Advising & investing

Largest shareholdings: Temporal and Cognition.

About my investing

For the last 5ish years, I’ve been advising and investing in startups, having started the devtools-angels community.

I mostly help with devrel and developer community strategy, hiring the first few devrels, and AI product feedback and launch guidance. Editorial disclosure ↓

The portfolio

Companies and people I’ve backed.

61 entries

Checked

Advising and investing portfolio, including descriptions, categories, and last verified public valuations.
Company / personWhat they doCategory / status
The company behind Devin: autonomous software engineering agents across cloud, desktop, and CLI, with code review and security tools. AI coding
Well known names
$48B
3 rounds
Infrastructure for serving and training specialized AI models, from fine-tuning and reinforcement learning to production inference. AI infrastructure
Well known names
$17.5B
3 rounds
Open-source durable execution and a managed cloud service for workflows, distributed applications, and long-running AI agents. Infrastructure
Well known names
$12.55B
3 rounds
Open-source Postgres development platform with authentication, instant data APIs, storage, realtime, vector search, and edge functions. Data & databases
Well known names
$10.5B
3 rounds
Specialized AI chips for large-language-model training, reinforcement learning, and inference, including the MatX One accelerator. Semiconductors
Well known names
≈$4.65B
2 rounds
Authentication and enterprise identity infrastructure, including SSO, directory sync, permissions, audit logs, and access controls for AI agents. Security & identity
Well known names
$2B
2 rounds
Open-source data connectors and replication, with search and tool access for AI agents. Data & databases
You should know
$1.5B
3 rounds
Compute, reinforcement learning, inference, and sandboxes for training and improving AI models. AI infrastructure
You should know
$1B
3 rounds
Programmable, isolated computers for AI agents, with code execution, computer use, persistent state, snapshots, and sandbox forking. AI infrastructure
Well known names
≈$994.13M
3 rounds
Series B · database-reported ·

$48.27M raised

Lead not publicly verified

Browser development environments and Bolt, an AI app builder powered by WebContainers. AI coding
You should know
$700M
3 rounds
Series B ·

$83.5M raised

New Series B capital; $105.5M announcement also includes earlier $22M Series A

Led by Emergence Capital, GV ↗

Series A · Round date not disclosed

$22M raised

Earlier unreported round disclosed Jan 2025; closing date and lead not established

Lead not publicly verified

An AI coworker in Slack and Teams that completes tasks across connected business tools. AI applications
You should know
$450M
2 rounds
Pre-seed ·

$2.9M raised

Raised as Zeta Labs, the company behind Viktor

Led by Daniel Gross, Nat Friedman ↗

Cloud platform that deploys, connects, scales, and monitors applications and databases from a repository, with tools for AI agents. Infrastructure
Well known names
≈$409.01M
2 rounds
Cloud browsers and web automation infrastructure for AI agents, including Stagehand, managed browser agents, and APIs for web data. AI infrastructure
Well known names
$300M
1 round
A branded community platform combining courses, events, paid memberships, and marketing tools. Community
You should know
$250M
3 rounds
Seed ·

$4M raised

Announcement date; closed in late 2020

Led by Notation Capital ↗

Seed ·

$1.5M raised

Called pre-seed in later company coverage

Led by Notation Capital ↗

A visual Flutter app builder with AI assistance, custom code, and mobile, web, and desktop deployment. Developer tools
You should know
≈$170M
1 round
Isolated cloud microVMs for AI agents to run code, use computers, execute background jobs, and generate reinforcement-learning rollouts. AI infrastructure
Well known names
$106M
3 rounds
AI security testing, evaluations, and automated red-teaming for applications and agents. AI infrastructure
Exited to OpenAI Announcement ↗
≈$86M
2 rounds
Open-source search infrastructure for AI, combining vector, full-text, regex, and metadata search with serverless cloud deployment. Data & databases
Well known names
$75M
2 rounds
Embedded wallets, authentication, and onboarding infrastructure for crypto applications. Security & identity
Exited to Fireblocks Announcement ↗
$64.3M
2 rounds
Autonomous coding agents acquired by ClickUp; the standalone service was retired in January 2026. AI coding
Exited to ClickUp Announcement ↗
$60M
1 round
Developer platform for sending and receiving email, with transactional APIs, marketing broadcasts, audiences, templates, and automations. Developer tools
Well known names
$25M
2 rounds
Seed ·

$3M raised

Lead not publicly verified

Requirements management and AI systems-engineering agents that connect hardware design, simulation, code, and verification. Developer tools
Smaller names
$21M
2 rounds
Sovereign AI models and specialized coding agents for secure and air-gapped environments. AI coding
Smaller names
$15M
2 rounds
GPU development environments with preconfigured AI software and shareable one-click deployments. Infrastructure
Exited to NVIDIA Announcement ↗
$8.5M–$10M
1 round
Pre-seed ·

Lead not publicly verified

Independent benchmarks and analysis of AI models, coding agents, multimodal systems, and inference providers, comparing quality, speed, and cost. AI infrastructure
Well known names
No public figure found
1 round
Workspace for teams of AI coding agents, with isolated cloud sandboxes, shared multiplayer sessions, and tools to review and merge changes. AI coding
Well known names
No public figure found
1 round
Series A ·

$22M raised

Lead not publicly verified

Durable runtime for AI agents and backends, combining resilient services, workflows, state, messaging, queues, and managed cloud deployment. Infrastructure
Well known names
No public figure found
1 round
Individual backing. Leads Google AI Studio and the Gemini API product team. Individuals
Well known names Individual backing
Not applicable
Individual backing. AI educator covering models, tools, and practical applications. Individuals
Well known names Individual backing
Not applicable
Document intelligence models and APIs for OCR, parsing, extraction, and evaluation. Data & databases
You should know
No public figure found
1 round
Secure AI agent infrastructure and Tidebreak, an open-source desktop agent for work and code. AI infrastructure
You should know
No public figure found
2 rounds
An AI spreadsheet for connected data, research, charts, and analysis with Python, SQL, and formulas. AI applications
You should know
No public figure found
2 rounds
Pre-seed · Round date not disclosed

Earlier round; lead disclosed in Apr 2024 announcement, amount and date not disclosed

Led by Catapult Ventures ↗

AI-designed analog chips and reusable semiconductor IP, starting with RF and mixed-signal components. Semiconductors
You should know
No public figure found
2 rounds
Formation · Round date not disclosed

$7.5M raised

Earlier formation capital; disclosed Sep 2025

Led by Construct Capital ↗

Instant hosting for TypeScript apps, APIs, and automations, with databases and AI agent integrations. Developer tools
You should know
No public figure found
2 rounds
Pre-seed ·

$1.5M raised

Led by Accel partner Dan Levine; month disclosed

Led by Accel ↗

Reinforcement-learning environments that train AI models to perform machine learning research. AI infrastructure
Smaller names
No public figure found
A personal AI assistant that remembers work across screens, meetings, messages, and apps. AI applications
Smaller names
No public figure found
1 round
An autonomous CRM with AI agents for prospecting, meeting preparation, follow-ups, and pipeline updates. AI applications
Smaller names
No public figure found
2 rounds
Financing ·

Lead not publicly verified

A speech-to-speech voice agent platform combining audio models with reliable tool calling. Voice & video
Smaller names
No public figure found
1 round
Identity, scoped permissions, runtime access controls, and audit trails for autonomous AI agents. Security & identity
Smaller names
No public figure found
2 rounds
A verifiably private AI inference API built on the open-source OpenPCC standard. Security & identity
Smaller names
No public figure found
1 round
Seed ·

$4.2M raised

Lead not publicly verified

The makers of Instabooks, a fast accounting interface for QuickBooks Online. AI applications
Smaller names
No public figure found
An AI context lab building Sauna, a proactive assistant with persistent work context and memory. AI applications
Smaller names
No public figure found
1 round
AI models for engineering CAD, including SGS-1, which converts images and 3D meshes into editable parametric geometry. AI applications
Smaller names
No public figure found
Autonomous agents for operating AI data centers, built on hierarchical planning research. AI infrastructure
Smaller names
No public figure found
Cloud virtual machines that can be snapshotted and branched for parallel AI agents. AI infrastructure
Smaller names
No public figure found
An embedded local-first database with live peer synchronization and portable, cryptographically verified data. Data & databases
Smaller names
No public figure found
1 round
Runtime security for AI agents and applications, including prompt injection defense, data-loss prevention, bot protection, and tool controls. Security & identity
Smaller names
No public figure found
2 rounds
Open-source databases built on object storage, including SlateDB and OpenData. Data & databases
Smaller names
No public figure found
An open-source platform for building internal apps, AI agents, and automated business workflows. Developer tools
Smaller names
No public figure found
1 round
APIs and SDKs for customizable video calls, live streaming, audio rooms, and virtual events. Voice & video
Smaller names
No public figure found
2 rounds
A web-fetching API that turns complete pages, tables, and embedded data into Markdown for AI agents. Data & databases
Smaller names
No public figure found
Company details have not been publicly verified. Not announced
Smaller names
No public figure found
AI-powered web-app testing that records execution and reports bugs, root causes, and suggested fixes on pull requests. Developer tools
Smaller names
No public figure found
2 rounds
Verifiable AI for financial research, combining source-linked filings and transcripts with deterministic calculations. AI finance
Smaller names
No public figure found
An open-source framework for evaluating and optimizing AI agents in parallel sandboxed environments, from the creators of Terminal-Bench. AI infrastructure
Smaller names
No public figure found
High-performance open-source Python tooling: Ruff, uv, and the ty type checker. Developer tools
Exited to OpenAI Announcement ↗
No public figure found
3 rounds
Visual orchestration for real-time AI apps combining voice, video, screen, and text. Voice & video
Exited to LiveKit Announcement ↗
No public figure found
The Postgres-based database formerly called EdgeDB; its team joined Vercel and the cloud service was wound down. Data & databases
Exited to Vercel Announcement ↗
No public figure found
2 rounds
Serverless web app tooling and the Architect framework; the team joined Sanity in 2024. Developer tools
Done Closed
No public figure found
1 round
Developer workspace combining collaboration tools. Developer tools
Done Closed
No public figure found
1 round

Public data checked . Valuations are dated public company marks in USD, not the value of my holdings. Filing-derived estimates are labeled; older rounds stay dated and may not reflect today’s value. Linked funding rounds include verified leads where available—“raised” is funding, not valuation. Round history is partial; investor participation alone does not establish a lead. Rumored fundraising targets are shown separately and do not affect valuation sorting. Acquisition prices are not treated as funding valuations. Tiers preserve my original groups, not a financial ranking. Initials stand in where a public logo isn’t available.

A note on editorial independence

My portfolio companies do not get guaranteed spots in Latent Space or AI Engineer. Familiarity with them and their progress can make them more likely to be featured, but only if they’re a fit. Orders of magnitude more of my self-worth, identity, principles, and value are in LS and AIE. I will not “sell out” just to “pump my bags”.

Getting in touch

I’m no longer taking new advising inquiries. If you’re fundraising—primarily pre-seed, seed, or Series A—please get a warm intro from someone who knows me. Thanks for your interest!