49 karma · joined August 14, 2020
- World models - Robotics (JSON Trajectories) - LLM Fine Tuning - Geological - Synthetic Tool Calling / LLM flows - Time series
For the robotics path, you can also download to MCAP or simple JSON and we have a render tab that allows you to edit joints visually + we provide copy/paste scripts for importing the dataset into things like Transformers. Let me know what you think. I would love feedback especially on the data quality and the 3D renderings specifically, because the renderings were the hardest part about getting this to work.
I'd love to link up with a company to build out some internal tools for them using spec-driven development. I've built a ton of complex software using things like Claude Code and type-theory, but haven't had a change to put that to the test in a FTE role, which is a goal for 2026. Let me know if you'd like to connect.
Here's some cool projects I've built:
Colony (Vendor Ops tool): https://app.arcade.software/share/l3ClAIEprcx2X8eXBUGj Fugu (Binary file exploration): https://app.arcade.software/share/ylVIO1iH2Nk2W9oVpL2K Hayashi (Boundary Diagram Generator): https://github.com/atelierlogos/hayashi
I just spent all weekend fleshing out the final pieces of our API and perfecting it to a point I feel comfortable launching things properly, after a few bungled launches in the past. We now have a stable API running with four endpoints on Azure Container Apps, powered by a FIPS-compliant Rust build (Chainguard Rust base + glibc-dynamic runtime).
This wouldn't have been possible without the amazing work of OSS projects in the Rust community such as:
- serde - axum - rustls - aws-lc-rs - sqlx
So, as a way to give back, I decided to open source the /v1/diagram endpoint that parses HashiCorp Terraform .tfstate and uses Cloudflare Workers AI to generate Mermaid-based architecture boundary diagrams on demand. Drumroll please...
Presenting Hayashi! A Rust-based diagramming-as-code API that allows you to turn your .tfstate file into details architecture boundary diagrams. Hayashi is a web service that parses Terraform state files and generates visual architecture diagrams with security and compliance boundaries. It leverages Cloudflare Workers AI to create human-friendly diagrams that meet FedRAMP, NIST 800-53, and other compliance framework requirements.
The two core features have so far ended up being:
1. An Intercom-like chat implementation (That's right, you can build that yourself, don't pay them) which handles text, audio, and video 2. A content curation service using Exa that scrapes relevant content directly to a users profile
This is all tied to each Atelier Logos user/member's profile, and over time I hope to add other features/modules as they come to mind. My question to the HN community is twofold:
1. Do you think these are useful just as a service 2. Do you think they would be more useful as an API for others to embed in their applications?
https://github.com/jdbohrman-tech/hermetic-mls https://github.com/jdbohrman-tech/roselite
I think it's funny that Roselite caused a huge meltdown to the Veilid team simply because they have a weird adamancy to no AI assistance. They even called it "plagiarism"
Full disclosure:
I was recently banned in the Veilid Discord for sharing a project I had help from Cursor to build after being berated for daring to not label it as such. I didn't make this fork in any attempt of a "gotcha" or to be petty, but I've pointed out a variety of issues in the project that have gone totally ignored, biggest of which is that with half-finished documentation that has no API reference, I feel like it's a bit presumptuous to dictate how people publish their open source projects. Anyways, I also make this fork simply to make it easier for people to access the code without having a Gitlab account.
Considering the average salary of a Marketing Tech Specialist is about $138,000/yr, this can save your company up to 89.6% annually on your personnel costs if say maybe you've been thinking about hiring more Ops people, but haven't pulled the trigger.
Come schedule a chat if this sounds like your vibe!