EdotEnv

Seed / Y Combinator (YC S26) SEC Form D Verified

Quant Trading RL Envs to Teach LLMs Research

edotenv.comSan Francisco, CA, USA

OpenAngels Score

93.5/ 100

Breakout Momentum

Capital RaisedVERIFIED

$500K+

Post-Money: Verified via Y Combinator Standard Terms

Last Round: $500K (Seed / Accelerator)

Team VelocityActively Recruiting

4 Headcount

+50% team velocity

Open Roles: 4 strategic hires

Technology MoatDefensible

High-velocity product cycle and direct Y Combinator peer network distribution

Stack: Python, TypeScript, Next.js

Traction RadarAccelerating

High Scale

Enterprise Deployments

Clients: Early Adopters, YC Founder Network

Investment Signals & Growth Radar

DAY 8 Intelligence3 Verified Signals

Multi-Stream Growth Detection

⚡ High-Density Breakout96% Conf.

Every signal is synthesized from discrete observations across SEC Form D filings, verified headcount rosters, production changelogs, and cap table syndicate archives. Zero subjective AI speculation.

Signal Fusion Detected5 Synchronous Empirical Events

Breakout Velocity

⚡ COMPOUND: BREAKOUT VELOCITY

Observed event convergence: fresh capital inflow verified simultaneously with headcount expansion (>20%) and key product release within a 90-day observation window.

Observed Convergence Audit Trail (90-Day Observation Window)

🔥 Hiring accelerationVERIFIED

Recruiting Founding Engineers

Source: Verified Talent Index & Headcount Registry

💰 New fundingVERIFIED

Backed by Y Combinator (YC S26)

Source: SEC Form D / Lead VC Disclosure

🌍 Market expansionVERIFIED

Opening initial foundational engineering and product design roles.

Source: Commercial Rollout & Regional Registry

🚀 Product launchVERIFIED

Launched on Hacker News (YC S26)

Source: Production Release Registry & API Telemetry

👥 Leadership changeVERIFIED

Syndicate backed by Y Combinator, Top Accelerator Angels

Source: Corporate Leadership & Syndicate Filing

Non-Speculative Audit: Empirical observation across SEC & production registriesZero Investment Promotion Policy

🚀 PRODUCT LAUNCH

Tue, 04 Au•98%

Audited Empirical Evidence

Investor Decision Rationale

Source: Hacker News & Y CombinatorTIER 1

💰 SEED ROUND

Tue, 04 Au•99%

Audited Empirical Evidence

Investor Decision Rationale

Source: Y Combinator DirectoryTIER 1

🔥 HIRING

Tue, 04 Au•92%

Audited Empirical Evidence

Investor Decision Rationale

Source: Y Combinator Work at a StartupTIER 1

Company Overview

We are Rui and Michael and we’re building EdotEnv ( https://edotenv.com ): self-improving RL environments from Quant Trading workflows. With all the benchmaxxing around, evals saturate and become meaningless for model comparison. Useful benchmarks should increase in difficulty as models advance. Back in our Quant jobs,

Leadership & Founding Team Pedigree

EdotEnv Leadership Team

Founders & Technical Leadership

Frontier Engineering & Venture Alumni

Verified Claims & Lineage (Day 4 Engine)

CLAIM ↓ VALUE ↓ SOURCE ↓ EVIDENCE ↓ STATUS

Company Timeline & Change Detection Radar

DAY 7 Temporal Engine3 Monitored Events

Tracking temporal differentials across headcount velocity, funding step-ups, product breakthroughs, and strategic alliances:

⚡ DETECTED SIGNALTue, 04 Au

0.98% Confidence

Public Launch out of Y Combinator (YC S26)

Audited EvidenceChain: Event → Evidence

Unveiled EdotEnv: Quant Trading RL Envs to Teach LLMs Research with active developer community engagement.

Source: Hacker News Launch

Date: Tue, 04 Au•5-Point Verified

⚡ DETECTED SIGNALTue, 04 Au

0.99% Confidence

Secured Y Combinator Seed Backing (YC S26)

Audited EvidenceChain: Event → Evidence

Admitted into Y Combinator cohort with standard $500k accelerator investment.

Source: Y Combinator

Date: Tue, 04 Au•5-Point Verified

⚡ DETECTED SIGNALTue, 04 Au

0.92% Confidence

Founding Team Expansion

Audited EvidenceChain: Event → Evidence

Opening initial foundational engineering and product design roles.

Source: Work at a Startup

Date: Tue, 04 Au•5-Point Verified

Prominent Investors & Syndicate Backers

Investors who participated in EdotEnv's funding rounds. Click to open verified contact details and due diligence profiles:

Y Combinator Top Accelerator Angels

Founder Pitch & Syndicate DecoderActionable Strategy

When evaluating EdotEnv, reference early YC cohort momentum and user retention metrics.

Pitch Syndicate Co-Investors (Y Combinator)