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BugBench: a developer origin story and practical guide for VS Code / Kiro users
Simphiwe Twala · 2026-05-25 · via DEV Community

Simphiwe Twala

A short origin: BugBench began as a scrappy NetBeans plugin, matured into CodeRef for IntelliJ with a robust Java/Kotlin analysis engine, and was later wrapped into a JVM-backed language server and TypeScript client so the same engine could run inside VS Code and Kiro. The modern extension preserves the original analysis rules while giving you a lightweight, cross-editor experience with git-diff awareness, SARIF output, and an easy-to-rebuild VSIX.


From NetBeans to CodeRef to BugBench — the arc that matters

  • Prototype (NetBeans) — fast, focused static checks to surface likely bugs in Java projects.
  • Maturity (CodeRef / IntelliJ) — richer AST parsing, Kotlin support, and a proven rule set.
  • Port (VS Code / Kiro) — instead of rewriting the analysis core, the team wrapped ~90% of the Java/Kotlin implementation into a JVM server and built a TypeScript client. That allowed the same engine to be consumed by modern editors while keeping the analysis logic intact.

What the BugBench extension gives you (features and benefits)

  • On‑demand project scans powered by the original Java/Kotlin engine.
  • Git diff awareness so scans can focus on changed files and produce compact, review‑friendly results.
  • SARIF export for CI, code review, and security dashboards.
  • Self‑contained VSIX packaging that bundles the JVM server artifacts and the TypeScript client for easy install in VS Code compatible editors.
  • Editor commands and quick fixes surfaced inline so developers can triage issues without leaving the editor.
  • Rebuildable from source — the repo documents how to produce the fat jars and package the VSIX so teams can audit and reproduce the build.

Quick start — install, run, and CI examples

Prerequisites

  • JDK 17 (or the version documented in the repo)
  • Node 20+ and npm or yarn
  • Gradle (or use the included Gradle wrapper)
  • ovsx CLI (optional, for publishing to Open VSX)

Install the extension (VSIX)

# If you have a VSIX file:
code --install-extension ./bugbench-1.2.3.vsix

# For Kiro or other VS Code forks:
kiro --install-extension ./bugbench-1.2.3.vsix

Download extension for VSCode and Kiro

Locate the BugBench extension from the website below;
https://open-vsx.org/extension

build the TypeScript client and package the extension

cd client
npm install
npm run build

create VSIX (uses vsce or similar packager)

npx vsce package

result: bugbench-.vsix


#### Publish to Open VSX (optional)


bash

install ovsx

npm i -g ovsx

publish (you need an Open VSX account and token)

ovsx publish ./bugbench-.vsix --pat


#### Run the bundled JVM scanner locally


bash

run a full workspace scan

java -jar build/libs/bugbench-server-all.jar --scan . --format sarif --out results.sarif

run a git-diff focused scan (scan only changed files)

java -jar build/libs/bugbench-server-all.jar --scan . --diff HEAD~1 --format sarif --out diff-results.sarif


#### CI example: produce SARIF and upload


bash

produce SARIF

java -jar build/libs/bugbench-server-all.jar --scan src --format sarif > bugbench.sarif

upload to a SARIF consumer (example placeholder)

curl -X POST -H "Content-Type: application/sarif+json" --data-binary @bugbench.sarif https://ci.example.com/sarif/upload


---

### Commands and actions inside Kiro (editor commands)
The extension exposes editor commands (Command Palette) and a small set of CLI-like actions you can trigger from Kiro. Typical commands you’ll see in the Command Palette:

- **BugBench: Scan Workspace** — run a full project scan.  
- **BugBench: Scan Git Diff** — scan only files changed in the current branch or between two commits.  
- **BugBench: Toggle Live Scan** — enable/disable background scanning on file save.  
- **BugBench: Show Results** — open the results panel with issues grouped by file and rule.  
- **BugBench: Export Results as SARIF** — export the last scan to a SARIF file.  
- **BugBench: Open Server Logs** — view the JVM server logs for debugging.  
- **BugBench: Rebuild Index** — re-index project sources used by the analysis engine.  
- **BugBench: Run Rule Set** — run a specific rule or rule group by name.  
- **BugBench: Ignore Issue / Add Suppression** — add an inline suppression comment or project-level ignore entry.  

You can bind these commands to keyboard shortcuts in Kiro’s keybindings if you prefer faster access.

---

### Kiro CLI examples (install, list, manage extensions)
Kiro exposes a `kiro` CLI compatible with many `code` commands. Useful commands:


bash

install an extension VSIX

kiro --install-extension ./bugbench-1.2.3.vsix

uninstall an extension

kiro --uninstall-extension vendor.bugbench

list installed extensions

kiro --list-extensions

show extension details (if supported)

kiro --show-versions

open Kiro with a workspace

kiro path/to/project




(If your Kiro build uses a different binary name, substitute accordingly; the extension also works via the editor UI.)

---

### Contributing and practical tips
- **Improve rules** in the Java/Kotlin analysis core if you want more precise detections.  
- **Add or refine suppressions** and project-level configuration to reduce noise.  
- **Enhance the TypeScript client** to add richer UI flows (e.g., inline fix suggestions, PR annotations).  
- **Audit and rebuild** the VSIX in your CI to ensure reproducible artifacts for your org.

---

### Closing notes
BugBench’s story is a reminder that **good analysis engines outlive any single editor**. By wrapping the proven Java/Kotlin core in a JVM server and building a lightweight TypeScript client, the project kept the analysis logic intact while making it accessible to modern workflows in VS Code and Kiro. If you want, I can turn this into a ready-to-publish dev.to post with badges, a short GitHub Actions CI snippet for building the VSIX, and a checklist for adding BugBench to a PR workflow.