JadeAI – Resume builder with AI parsing, 50 templates, and self-hosting
50 templates + JD matching, but resume builders are crowded and no novel UX or AI architecture.
Self-hosted remote Docker build machine on AWS EC2
Ephemeral EC2 builders with mTLS beats GitHub Actions for cost control.
Developers with slow local Docker builds, especially on Mac
GitHub Actions · Buildkite · AWS CodeBuild
Forja is an ephemeral Docker builder that runs entirely in your own AWS account. It spins up real EC2 instances for each build (`c7a` for AMD64, `c7g` for ARM), builds your image with BuildKit, pushes cache layers to S3, and then tears the machine down.
Here’s how it works: - The CLI asks AWS for a fresh EC2 instance with a pre-baked AMI (boots in ~5 seconds, ready to build in ~30). - It sets up mutual TLS on the fly: for each build it creates a short-lived CA, issues client/server certs, drops them in S3, and both sides mutually auth before any data moves. - BuildKit runs on the remote box, pulls/pushes cache layers to S3 so future builds stay fast even though every machine is ephemeral. - When the build finishes or fails—or even if you Ctrl+C—the instance self-terminates and the certs disappear with it.
Let me know what you think!
Cheers, Benji
50 templates + JD matching, but resume builders are crowded and no novel UX or AI architecture.
Same workflow exports to Docker, desktop, or mobile—ambitious but unproven.
Pretty map of where builders hang out, but unclear retention or differentiation.
Turns docker-compose into real Terraform modules you actually own and can edit.
Agent writes Stripe+Zendesk pipelines in 23 seconds with MCP endpoints for AI queries.
Buildpack auto-detection for 14 languages, but Heroku Buildpacks and Paketo already own this space.