Scout
Research briefs distilled from Hugging Face Daily Papers, ranked and summarized for builders who want the highest-signal AI papers first.
Projects
Public projects are things you can open and use. Code projects are source repositories, CLIs, and workflow tools. I keep them separate here so each list stays easy to scan.
Public Projects
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Narrowband
Evidence-first research for recurring workflow pain that could support durable software businesses.
Code Projects
- kit: A portable, document-first workflow harness for specs, planning, implementation, review, and handoff.
- yp: A tiny path-copying CLI for sending files, directories, or picker selections to the clipboard.
- kp: A local prompt utility for keeping reusable coding-agent prompts close at hand in the shell.
- event-collector: An HTTP service and CLI for collecting generic event envelopes with hash validation and idempotency.
- sso-testkit: A Go CLI for checking SSO readiness with scenario files, token-exchange probes, and redacted reports.
- radar: A Lightweight Process Observer for Agents.
- mint: Compute the Next Version, Write the Changelog. Mint the Release.
- ding: Get Invoices Paid.
- beacon: Signal Layer for Coding Agents.
- flx: Source Control Rebuilt for the Agentic Era, with Git-Native Interoperability.
- hyperlite: NextGen Signal Layer for Coding Agents.
- rungrid: Unified Development Workspace Observability.
- ghostgc: Garbage Collection for Abandoned AI Coding Runtimes.
Archive
- project-aurora: Handling everything between development and operations with Kubeless.
- polymer: An event-to-Kafka translation layer written in Kotlin.
- opportunity-rover / curiosity-rover: End-to-end Debezium database migration experiments.
- orpheus: Portable storage with Git.
- ack: A chatbot for development and operations workflows.
- jib: Programmatic Kubernetes manifest creation with Kustomize.
- bulkhead: API gateway experiments with backoff behavior.
- tf-R: Declarative reconciliation enforced by a control loop.