Oops CodeReview · GitHub App

Let AIreview every Pull Request

Oops CodeReview is a GitHub App that brings production-grade AI review to every PR. Install it on your repo, and a sandboxed multi-agent runtime spins up in milliseconds, surfaces issues, and posts actionable suggestions — all built on Tencent Cloud ADP.

100ms

Cold Start

100k+/min

Massive Concurrency

VM

VM-level Isolation

0

Zero Credentials

github.com / Oops-AI-Team / repo / pull / 142

oops-codereview [bot]

posted a code review on #142 · powered by ADP Agent Runtime

✨ Review Summary

This PR touches 18 files (+524 / −138 lines). Overall structure looks good. 3 issues worth attention: 1 potential SQL injection, 1 nullable access risk, 1 readability suggestion. Sandbox unit tests all passed in an isolated VM.

high

src/api/user.ts:84

User input is concatenated directly into a SQL query, creating an injection risk. Use parameterized queries or Prisma `where` instead.

medium

src/services/order.ts:212

`order.payment` may be undefined; accessing `.amount` will throw a TypeError. Add a null guard or use optional chaining.

info

src/utils/format.ts:46

Function nesting is too deep (5 levels). Consider early returns or extracting helpers to improve readability.

ADP Agent Runtime⚡ 100ms cold start🔒 VM-isolated sandbox
How it works

Install once. Reviewed in 4 steps.

No self-hosted runners. No long-lived secrets. The GitHub App authorizes itself, the sandbox spins up automatically, and results land back on your PR.

Install the GitHub App

Install oops-codereview from GitHub Marketplace and grant access to target repos — onboarded in under a minute.

PR triggers a review

On every Pull Request push, the App receives a webhook event and provisions an isolated sandbox in the ADP Agent Runtime.

Cloud Sandbox Review

Powered by ADP Agent Runtime / Sandbox / Agent framework. Agents explore the repo, read specs, run static analysis and unit tests in an isolated sandbox, then deliver precise issue localization and fix suggestions.

Report & Write-back

After the review completes, the Agent auto-generates a structured report (issue summary, severity, and fix suggestions) and posts it as a comment on the Pull Request — developers can review and act without leaving GitHub.

Built-in Cloud Sandbox · Agent Runtime

A runtime built for Agents

Agent Runtime delivers VM-level isolation, millisecond cold start and massive concurrency — covering everything from short calls to long-running tasks.

Cold Start

0ms

Millisecond cold start

Sandboxes start in ~100ms on average. Reviews feel instant, even at high frequency.

Concurrency

0k+/min

Massive concurrency

Hundreds of thousands of instances per minute, scheduled elastically — ready for monorepos and org-wide adoption.

Lifecycle

0~∞ms

Serverless + persistent

From 0ms to indefinite. Short reviews run serverless; long analyses run on persistent instances. Pay only for what you use.

Isolation

VM-level

VM-level isolation

Every repo and every review gets a dedicated VM sandbox. Code and credentials never cross isolation boundaries.

🛡️

Resource Isolation

VM + network + storage isolation across the stack. Tasks remain invisible to each other — lateral movement is structurally impossible.

🔐

Zero Trust

Every agent call is authenticated and audited. Least-privilege policies span the full lifecycle.

🪪

Zero Credentials

Short-lived GitHub App tokens and one-shot identity tokens — your repos never expose long-lived secrets.

📜

Full-trace Auditing

Every tool call and every output is observable, replayable and traceable — ready for enterprise compliance.

Our advantages

Agent Native · Agent First · Agent Ready

A foundation designed with Agents as first-class citizens — covering capability, integration and production end-to-end.

Agent Native

A runtime designed for Agents

Goal-driven, autonomous, multi-step execution with tool use and long-term state — with native runtime, memory, gateway and observability.

  • Unified scheduling for short calls and long-running tasks
  • Built-in Agent memory and state recovery
  • Native tool calls with a unified gateway
  • Observable, replayable, evolvable across the lifecycle

Agent First

Onboarding optimized for Agents

Machine-readable APIs, SDKs, CLIs, docs, examples and toolchain — so developers and platforms ship integrations faster.

  • Machine-readable OpenAPI and SDKs
  • Out-of-the-box CLI and example projects
  • Replayable runs for reproducibility and debugging
  • Seamless integration with enterprise platforms

Agent Ready

Built for production at scale

Elastic scheduling, VM-level isolation, identity, audit and observability — secure, reliable and predictable for production workloads.

  • Elastic scaling for org-scale traffic
  • Fine-grained identity and permission auditing
  • End-to-end SLO/SLA and operations
  • Long-term stability with predictable outcomes
Powered by Tencent Cloud ADP

Enterprise Agent platform behind every review

Tencent Cloud Agent Development Platform (ADP) provides LLM+RAG, Workflow and Multi-Agent frameworks — helping enterprises build stable, secure and business-aligned agents on top of their proprietary data.

LLM + RAGWorkflowMulti-Agent

Trustworthy

More accurate conversations

Precise QA over large, complex knowledge bases. Industry-leading Agentic RAG combines high recall and precision; a global Agent node and parameter extraction keep replies sharp and flexible.

Professional

One-stop development

Covers the full Agent lifecycle, including RAG and multi-agent architectures. Zero/low-code visual configuration, with built-in evaluation and version comparison for fast, continuous iteration.

Open

Models and ecosystem

Manage mainstream and self-hosted models in one place. Plugin and MCP ecosystem for rich enterprise extensions, plus templates and best practices to take POCs to production.

Reliable

Enterprise security & control

High performance, sub-second first-token latency. Multi-tenant isolation, content moderation and fine-grained permission auditing — built for enterprise organizations, with full-stack monitoring and insight.

Ready when you are

Let AI guard your code

Install oops-codereview on your repos. Your next Pull Request will get an AI review backed by Tencent Cloud ADP — enterprise-grade security and scale, out of the box.

Open Source · Community-driven · Maintained by the Oops AI Team