Data & analysis
Turn spreadsheets, sales reports, and operational data into decisions you can act on.
Eric Hare · JEStats
Useful software.
Thoughtful consulting.
I’m a software engineer and statistician, and I run JEStats with my partner. We help businesses with data, websites, design, and practical AI, and build open tools for the developers behind them.
Based in Lake Stevens, Washington. Working with businesses near and far.
J&E Consulting · JEStats
Bring us the problem.
We’ll help you build the solution.
JEStats is the studio my partner and I run from Lake Stevens. We bring statistics, software engineering, design, and marketing together to make useful things for real businesses.
From a clearer picture of your sales to a website you can depend on, you work directly with the people doing the work.
Talk to us about a projectWebsites & care
WordPress builds, repairs, and ongoing management for businesses that have other things to do.
Print & social
Business cards, brochures, and social graphics that feel like your business.
Practical AI
Custom tools, assistants, and integrations built around the way you actually work.
JEStats software
Better tools for the work behind the work.
Open developer tools for connecting agents to data, finding the right skills, and making complex systems easier to work with.
Database tools
Astra DB Plugin
An unofficial JEStats plugin for exploring live Astra DB schemas, running vector and hybrid searches, and making guarded data changes from coding agents.
Agent skills
SkillRoute
A JEStats open-source tool that indexes complete skill bundles and returns ranked matches, confidence, and source evidence to coding agents.
Codebase understanding
Codebase Mentor
A JEStats tool for source-grounded architecture answers, change plans, and onboarding guides, built around the code your agent actually reads.
At IBM
Core Langflow maintainer. Building agent tooling used in production.
Open source
Creator of Verity and Aeroza. Open, transparent, community-first.
Statistical rigor
PhD in Statistics & Computer Science. Forensic methods and reproducible analysis.
At JEStats
Consulting and open developer tools. Built with my partner in Lake Stevens.
Beyond the studio
Systems built to hold up under scrutiny.
Co-lead
Langflow
The open-source, visual framework for building AI agents. 147k+ stars. I'm a core maintainer.
I help shape Langflow at IBM, with a focus on agent tooling, MCP, the SDK, and the production details that make open-source software dependable.
Explore Langflow
Creator
Verity
Forensic surface comparison as calibrated evidence: transparent likelihood ratios — not black-box 'matches' — from 3-D scans of bullets, cartridge cases, and toolmarks.
An open forensic-comparison engine that reports calibrated evidentiary strength instead of hiding uncertainty behind a binary match.
Explore Verity
Creator
Aeroza
Programmable weather intelligence: real-time radar, geospatial queries, streaming APIs, signed webhooks, and probabilistic nowcasting.
A developer-first weather platform for live radar, geospatial queries, streaming APIs, signed alerts, and public forecast verification.
Explore Aeroza
Also helping build
From the desk
Notes on evidence, agents, and uncertainty.
Verity: weighing the marks, not calling the match
Introducing Verity, an open, domain-general engine for forensic surface comparison — transparent, calibrated likelihood ratios from 3-D scans of bullets, cartridge cases, and toolmarks.
Aeroza: weather, but queryable
Introducing Aeroza, a developer-first weather platform for live radar, NWS alerts, geospatial queries, nowcasting, and public forecast verification.
Bullet Lens: forensic topography in the browser
A short note on Bullet Lens, a browser-based viewer for .x3p bullet land scans, with interactive 3D inspection, stitched bullet views, and side-by-side comparison.
Let’s build something useful
Have a project in mind?
For data, websites, design, or AI consulting, reach out through JEStats. I’m also happy to talk about open-source tools and research.
Start a conversation at JEStats