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Tech Bridge · Secure Code Review (LLM)
Semgrep pass + an LLM triage stage that writes patch-ready remediations.
securitysemgrepllm
verified
- Image
- ghcr.io/techbridge/code-review:0.2.4
- Hardware
- L4 / RTX A4000
- Execution timeout
- 900s
- Pulls
- 762
Deploy on Runpod
- Open Runpod console → Templates → New Template.
- Paste the container image above, set the timeout and GPU class.
- Save, then create a Serverless → Queue endpoint from that template.
- Copy the endpoint ID (the part after /v2/).
- Set RP_EP_CODE_REVIEW in this app's environment and restart.
- Press Test Runpod connection in the admin console to confirm.
# Deploy Tech Bridge · Secure Code Review (LLM) on Runpod serverless
# 1. Push/pull the image, 2. create the endpoint, 3. point Tech Bridge at it.
image: ghcr.io/techbridge/code-review:0.2.4
gpu: L4 / RTX A4000
execution_timeout_s: 900
env:
- name: RUNPOD_API_KEY
value: "${{ secrets.RUNPOD_API_KEY }}"
healthcheck: /health
Worker contract
# handler.py
def handler(job):
data = job["input"]
result = run_checks(data)
return {
"service": data.get("service"),
"summary": {"score": 88},
"findings": result,
}
runpod.serverless.start({"handler": handler})
Always return a JSON-serialisable dict. If the worker crashes, the console shows
FAILED with Runpod's own error and refunds the run.